From 3518b03bb547245e3ea3220de3373172b39d607c Mon Sep 17 00:00:00 2001 From: Joy Teng Date: Tue, 2 Jun 2026 16:31:13 +0800 Subject: [PATCH] feat: implement Phase 2 vector storage toolbox Replace the old LLM/RAG architecture with a standalone toolbox that receives pre-chunked, pre-embedded data from scrape-and-analyze. - Add POST /tools/chunks endpoint for storing article chunks with dense (pgvector) and sparse (JSONB) embeddings - New spec: specs/toolbox-api.md (external integration contract) - Updated specs: specs/rag-pipeline.md, specs/integration.md - Database schema: articles + article_chunks tables with HNSW index - Alembic migration: 002_toolbox_schema.py - Service: ToolboxService with upsert semantics and dimension validation - Contracts: ArticleInfo, ChunkData, StoreChunksRequest/Response - Tests: 24 passing (contracts, service, routers) - Delete old LLM provider code, RAG chain/retriever, chat router - Update CLAUDE.md, pyproject.toml for new architecture Co-Authored-By: Claude Sonnet 4.6 --- CLAUDE.md | 45 +- alembic/env.py | 2 +- alembic/versions/002_toolbox_schema.py | 99 ++ pyproject.toml | 7 +- specs/chat-api.md | 209 --- specs/integration.md | 123 +- specs/rag-pipeline.md | 210 +-- specs/toolbox-api.md | 91 ++ src/chatbot_plugin/__init__.py | 2 +- src/chatbot_plugin/config.py | 17 +- src/chatbot_plugin/contracts/__init__.py | 32 +- src/chatbot_plugin/contracts/requests.py | 43 +- src/chatbot_plugin/contracts/responses.py | 64 +- src/chatbot_plugin/db.py | 4 +- src/chatbot_plugin/llm/__init__.py | 24 - src/chatbot_plugin/llm/base_provider.py | 85 -- src/chatbot_plugin/llm/bootstrap.py | 83 -- src/chatbot_plugin/llm/claude_provider.py | 36 - src/chatbot_plugin/llm/config.py | 31 - src/chatbot_plugin/llm/gemini_provider.py | 69 - src/chatbot_plugin/llm/openrouter_provider.py | 52 - src/chatbot_plugin/llm/rate_limit/__init__.py | 12 - .../llm/rate_limit/no_op_strategy.py | 13 - .../llm/rate_limit/quota_strategy.py | 25 - .../llm/rate_limit/sliding_window_strategy.py | 100 -- .../llm/resilient_llm_service.py | 77 - src/chatbot_plugin/main.py | 33 + src/chatbot_plugin/models/__init__.py | 7 +- src/chatbot_plugin/models/article.py | 51 +- src/chatbot_plugin/models/chunk.py | 47 + src/chatbot_plugin/rag/__init__.py | 5 - src/chatbot_plugin/rag/chain.py | 32 - src/chatbot_plugin/rag/prompt.py | 90 -- src/chatbot_plugin/rag/retriever.py | 59 - src/chatbot_plugin/routers.py | 88 +- src/chatbot_plugin/service.py | 184 +-- src/tests/conftest.py | 39 +- src/tests/contracts/test_contracts.py | 219 ++- src/tests/llm/__init__.py | 0 src/tests/llm/test_base_provider.py | 91 -- src/tests/llm/test_bootstrap.py | 114 -- .../llm/test_provider_implementations.py | 252 ---- src/tests/llm/test_providers.py | 85 -- src/tests/llm/test_rate_limit.py | 117 -- src/tests/llm/test_resilient_service.py | 122 -- src/tests/routers/test_chat.py | 168 --- src/tests/routers/test_toolbox.py | 139 ++ src/tests/test_chain.py | 35 - src/tests/test_prompt.py | 93 -- src/tests/test_retriever.py | 124 -- src/tests/test_service.py | 256 ++-- uv.lock | 1283 +++++++++++++++++ 52 files changed, 2191 insertions(+), 3097 deletions(-) create mode 100644 alembic/versions/002_toolbox_schema.py delete mode 100644 specs/chat-api.md create mode 100644 specs/toolbox-api.md delete mode 100644 src/chatbot_plugin/llm/__init__.py delete mode 100644 src/chatbot_plugin/llm/base_provider.py delete mode 100644 src/chatbot_plugin/llm/bootstrap.py delete mode 100644 src/chatbot_plugin/llm/claude_provider.py delete mode 100644 src/chatbot_plugin/llm/config.py delete mode 100644 src/chatbot_plugin/llm/gemini_provider.py delete mode 100644 src/chatbot_plugin/llm/openrouter_provider.py delete mode 100644 src/chatbot_plugin/llm/rate_limit/__init__.py delete mode 100644 src/chatbot_plugin/llm/rate_limit/no_op_strategy.py delete mode 100644 src/chatbot_plugin/llm/rate_limit/quota_strategy.py delete mode 100644 src/chatbot_plugin/llm/rate_limit/sliding_window_strategy.py delete mode 100644 src/chatbot_plugin/llm/resilient_llm_service.py create mode 100644 src/chatbot_plugin/main.py create mode 100644 src/chatbot_plugin/models/chunk.py delete mode 100644 src/chatbot_plugin/rag/__init__.py delete mode 100644 src/chatbot_plugin/rag/chain.py delete mode 100644 src/chatbot_plugin/rag/prompt.py delete mode 100644 src/chatbot_plugin/rag/retriever.py delete mode 100644 src/tests/llm/__init__.py delete mode 100644 src/tests/llm/test_base_provider.py delete mode 100644 src/tests/llm/test_bootstrap.py delete mode 100644 src/tests/llm/test_provider_implementations.py delete mode 100644 src/tests/llm/test_providers.py delete mode 100644 src/tests/llm/test_rate_limit.py delete mode 100644 src/tests/llm/test_resilient_service.py delete mode 100644 src/tests/routers/test_chat.py create mode 100644 src/tests/routers/test_toolbox.py delete mode 100644 src/tests/test_chain.py delete mode 100644 src/tests/test_prompt.py delete mode 100644 src/tests/test_retriever.py create mode 100644 uv.lock diff --git a/CLAUDE.md b/CLAUDE.md index 0f09278..4f55c44 100644 --- a/CLAUDE.md +++ b/CLAUDE.md @@ -2,7 +2,7 @@ ## Project Overview -Pluggable RAG-enabled chatbot for scrape-and-analyze. Two-person team: one frontend, one backend. +Vector storage toolbox — standalone service that receives pre-chunked, pre-embedded article data from external services and stores it in PostgreSQL + pgvector. Will also serve chat/retrieval APIs for frontend UI. Two-person team: one frontend, one backend. ## SDD (Spec-Driven Development) Workflow @@ -12,11 +12,11 @@ Pluggable RAG-enabled chatbot for scrape-and-analyze. Two-person team: one front 1. **Spec-first**: Before writing or changing any code, read and update `specs/` first 2. **Spec files**: - - `specs/chat-api.md` — API contract (frontend + backend shared) - - `specs/rag-pipeline.md` — RAG internals (backend only) - - `specs/integration.md` — How to mount into scrape-and-analyze + - `specs/toolbox-api.md` — API contract (shared with external services) + - `specs/rag-pipeline.md` — Storage internals (backend only) + - `specs/integration.md` — How external services integrate with the toolbox 3. **Contracts = spec in code**: `src/chatbot_plugin/contracts/` contains Pydantic models that mirror the spec. If spec changes, update contracts first -4. **API changes must start from spec**: Change `specs/chat-api.md` → update `contracts/` → update router/service → tests pass +4. **API changes must start from spec**: Change `specs/toolbox-api.md` → update `contracts/` → update router/service → tests pass 5. **Notify the other person**: If you change an API shape, the other developer needs to know. Spec is the communication channel 6. **Contract tests must pass**: `src/tests/contracts/` verifies Pydantic models match spec. These are non-negotiable @@ -29,9 +29,9 @@ Pluggable RAG-enabled chatbot for scrape-and-analyze. Two-person team: one front 4. Implement routers/ + service/ (make tests green) ``` -### Frontend-Backend Boundary +### Scrape-and-Analyze Boundary -- Frontend only needs `specs/chat-api.md` — do not look at backend implementation +- External services only need `specs/toolbox-api.md` — do not look at backend implementation - Backend can change internals freely as long as API shape (spec) is unchanged - Disputes are resolved by reading the spec, not the code @@ -39,35 +39,30 @@ Pluggable RAG-enabled chatbot for scrape-and-analyze. Two-person team: one front ``` specs/ # SDD spec files (source of truth) + toolbox-api.md # API contract (POST /chunks) + rag-pipeline.md # Storage internals (backend only) + integration.md # How external services integrate src/chatbot_plugin/ contracts/ # Pydantic models = spec in code - requests.py # ChatMessageRequest, SearchRequest, IndexRequest - responses.py # ChatMessageResponse, SearchResponse, etc. - llm/ # LLM provider infrastructure - config.py # load_providers() — reads providers.toml - bootstrap.py # build_llm_service() factory - base_provider.py # BaseProvider ABC + async tenacity retry - claude_provider.py # Anthropic AsyncAnthropic - gemini_provider.py # Google genai.Client + asyncio.to_thread - openrouter_provider.py # httpx.AsyncClient - resilient_llm_service.py # ProviderHandler + fallback chain - rate_limit/ # Async rate limiting - quota_strategy.py # ABC - sliding_window_strategy.py # asyncio.Lock + deque - no_op_strategy.py # No-op passthrough + requests.py # ArticleInfo, ChunkData, StoreChunksRequest + responses.py # StoreChunksResponse + models/ # SQLAlchemy ORM models + article.py # Article + DeclarativeBase + chunk.py # ArticleChunk (pgvector Vector column) config.py # CHATBOT_* env vars + db.py # Async engine + session factory + main.py # Standalone FastAPI app + lifespan routers.py # FastAPI endpoints - service.py # Business logic -providers.example.toml # Provider config template (commit this) -providers.toml # Actual provider config (gitignored) + service.py # Business logic (ToolboxService) src/tests/ contracts/ # Contract conformance tests routers/ # API endpoint tests - llm/ # LLM provider tests test_service.py # Unit tests +alembic/ # Database migrations ``` ## Commands +- **Run server:** `uvicorn chatbot_plugin.main:app --reload` - **Test:** `uv run pytest src/tests/ -v` - **Coverage:** `uv run pytest src/tests/ --cov=chatbot_plugin --cov-report=html` diff --git a/alembic/env.py b/alembic/env.py index 0ba0335..0dd1c97 100644 --- a/alembic/env.py +++ b/alembic/env.py @@ -8,7 +8,7 @@ from sqlalchemy import pool from sqlalchemy.ext.asyncio import async_engine_from_config -from chatbot_plugin.models.article import Base +from chatbot_plugin.models import Base # noqa: F401 — models register themselves on Base.metadata config = context.config if config.config_file_name is not None: diff --git a/alembic/versions/002_toolbox_schema.py b/alembic/versions/002_toolbox_schema.py new file mode 100644 index 0000000..8c067f2 --- /dev/null +++ b/alembic/versions/002_toolbox_schema.py @@ -0,0 +1,99 @@ +"""Toolbox schema: simplified articles + article_chunks + +Revision ID: 002 +Revises: 001 +Create Date: 2026-05-28 +""" + +from typing import Sequence, Union + +from alembic import op +import sqlalchemy as sa +from sqlalchemy.dialects.postgresql import JSONB, UUID + +revision: str = "002" +down_revision: Union[str, None] = "001" +branch_labels: Union[str, Sequence[str], None] = None +depends_on: Union[str, Sequence[str], None] = None + + +def upgrade() -> None: + # Drop old indexes + columns + op.execute("DROP INDEX IF EXISTS idx_articles_tsv") + op.drop_index("idx_articles_topic_id", table_name="articles") + op.drop_index("idx_articles_scraped_at", table_name="articles") + op.drop_index("idx_articles_source", table_name="articles") + + # Rebuild articles table with minimal schema + op.drop_table("articles") + + op.create_table( + "articles", + sa.Column("id", UUID(as_uuid=True), primary_key=True), + sa.Column("url", sa.String(), nullable=False), + sa.Column("title", sa.String(), nullable=True), + sa.Column("source", sa.String(), nullable=True), + sa.Column("metadata", JSONB, nullable=True), + sa.Column("created_at", sa.DateTime(timezone=True), server_default=sa.func.now(), nullable=False), + sa.Column("updated_at", sa.DateTime(timezone=True), server_default=sa.func.now(), nullable=False), + ) + op.create_index("idx_articles_source", "articles", ["source"]) + op.create_index("idx_articles_url", "articles", ["url"]) + op.create_unique_constraint("articles_url_key", "articles", ["url"]) + + # Create article_chunks table + op.create_table( + "article_chunks", + sa.Column("id", UUID(as_uuid=True), primary_key=True, server_default=sa.text("gen_random_uuid()")), + sa.Column("article_id", UUID(as_uuid=True), sa.ForeignKey("articles.id", ondelete="CASCADE"), nullable=False), + sa.Column("chunk_index", sa.Integer(), nullable=False), + sa.Column("content", sa.Text(), nullable=False), + sa.Column("dense_vector", sa.Text(), nullable=True), + sa.Column("sparse_vector", JSONB, nullable=True), + sa.Column("created_at", sa.DateTime(timezone=True), server_default=sa.func.now(), nullable=False), + ) + + # pgvector: enable extension + cast dense_vector to proper vector type + op.execute("CREATE EXTENSION IF NOT EXISTS vector") + op.execute("ALTER TABLE article_chunks ALTER COLUMN dense_vector TYPE vector(1024) USING dense_vector::vector") + + op.create_unique_constraint("uq_article_chunk_idx", "article_chunks", ["article_id", "chunk_index"]) + op.create_index("idx_chunks_article_id", "article_chunks", ["article_id"]) + + # HNSW index for dense similarity search (required by spec) + op.execute( + "CREATE INDEX hnsw_chunks_dense ON article_chunks USING hnsw (dense_vector vector_cosine_ops)" + ) + + +def downgrade() -> None: + op.drop_table("article_chunks") + op.drop_table("articles") + + # Recreate old articles table (simplified, just for rollback compat) + op.create_table( + "articles", + sa.Column("id", UUID(as_uuid=True), primary_key=True, server_default=sa.text("gen_random_uuid()")), + sa.Column("url", sa.String(), nullable=False, unique=True), + sa.Column("url_hash", sa.String(), nullable=False), + sa.Column("source", sa.String(), nullable=True), + sa.Column("title", sa.String(), nullable=True), + sa.Column("content", sa.Text(), nullable=True), + sa.Column("published_at", sa.String(), nullable=True), + sa.Column("scraped_at", sa.String(), nullable=True), + sa.Column("metadata", JSONB, nullable=True), + sa.Column("correlation_id", UUID(as_uuid=True), nullable=True), + sa.Column("topic_id", UUID(as_uuid=True), nullable=True), + sa.Column( + "search_tsv", + sa.Text(), # simplified placeholder + sa.Computed( + "to_tsvector('english', coalesce(title,'') || ' ' || coalesce(content,''))", + persisted=True, + ), + nullable=True, + ), + ) + op.create_index("idx_articles_source", "articles", ["source"]) + op.create_index("idx_articles_scraped_at", "articles", ["scraped_at"]) + op.create_index("idx_articles_topic_id", "articles", ["topic_id"]) diff --git a/pyproject.toml b/pyproject.toml index 477c19f..bd6b261 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,7 +1,7 @@ [project] name = "chatbot-plugin" version = "0.1.0" -description = "Chatbot plugin for scrape-and-analyze — pluggable conversational AI over scraped articles" +description = "Vector storage toolbox for scrape-and-analyze — chunk storage and retrieval" requires-python = ">=3.11" dependencies = [ "fastapi", @@ -11,11 +11,8 @@ dependencies = [ "structlog", "sqlalchemy[asyncio]>=2.0", "asyncpg", - "anthropic", - "google-genai", - "httpx", - "tenacity", "alembic", + "pgvector", ] [dependency-groups] diff --git a/specs/chat-api.md b/specs/chat-api.md deleted file mode 100644 index 26a10cb..0000000 --- a/specs/chat-api.md +++ /dev/null @@ -1,209 +0,0 @@ -# Chat API Specification - -> **Source of truth for frontend-backend contract.** -> Frontend developers only need this document to integrate. Any API change must update this spec first. - -## Base Path - -All endpoints are mounted under `/chat` in the parent scrape-and-analyze backend. - -``` -app.include_router(chat_router, prefix="/chat", tags=["chat"]) -``` - ---- - -## `POST /chat/message` - -Send a message and receive a chatbot reply with RAG context. - -### Request - -```json -{ - "message": "What articles discuss RAG implementation?", - "user_id": "optional-user-id" -} -``` - -| Field | Type | Required | Default | Description | -|-------|------|----------|---------|-------------| -| `message` | `string` | yes | — | User input, 1–2000 chars | -| `user_id` | `string` | no | `null` | For per-user context / history | - -### Response `200` - -```json -{ - "reply": "Based on 3 articles, RAG implementation involves...", - "articles_used": [ - {"id": "a1b2c3d4-...", "title": "RAG with LangChain"}, - {"id": "e5f6g7h8-...", "title": "Vector Search Best Practices"} - ] -} -``` - -| Field | Type | Description | -|-------|------|-------------| -| `reply` | `string` | LLM-generated response | -| `articles_used` | `array` | Articles cited in the reply | -| `articles_used[].id` | `string (uuid)` | Article UUID | -| `articles_used[].title` | `string` | Article title | - -### Response `422` — Validation Error - -```json -{ - "detail": [ - { - "type": "missing", - "loc": ["body", "message"], - "msg": "Field required", - "input": {} - } - ] -} -``` - -### Edge Cases - -- `message` empty string → 422 -- `message` exceeds 2000 chars → 422 -- No relevant articles found → `articles_used` is `[]`, `reply` still generated from LLM general knowledge with disclaimer -- LLM provider timeout → 503 `{"detail": "LLM provider unavailable"}` - ---- - -## `POST /chat/search` - -Pure hybrid search without LLM generation. Returns ranked chunks. - -### Request - -```json -{ - "query": "retrieval augmented generation", - "top_k": 10, - "topic_id": "optional-uuid-filter" -} -``` - -| Field | Type | Required | Default | Description | -|-------|------|----------|---------|-------------| -| `query` | `string` | yes | — | Search query, 1–500 chars | -| `top_k` | `integer` | no | `10` | Number of results, 1–50 | -| `topic_id` | `string (uuid)` | no | `null` | Filter by topic | - -### Response `200` - -```json -{ - "chunks": [ - { - "content": "RAG combines retrieval with generation...", - "article_id": "a1b2c3d4-...", - "article_title": "RAG with LangChain", - "score": 0.87 - } - ] -} -``` - -| Field | Type | Description | -|-------|------|-------------| -| `chunks` | `array` | Ranked search results | -| `chunks[].content` | `string` | Chunk text | -| `chunks[].article_id` | `string (uuid)` | Parent article UUID | -| `chunks[].article_title` | `string` | Parent article title | -| `chunks[].score` | `float` | RRF fusion score (0–1) | - -### Edge Cases - -- `top_k` < 1 or > 50 → 422 -- No results → `chunks` is `[]` -- `topic_id` not found → `chunks` is `[]` (not 404, topic filter is optional) - ---- - -## `POST /chat/index` - -Trigger embedding indexing for articles. - -### Request - -```json -{ - "article_id": "optional-uuid-for-single-article" -} -``` - -| Field | Type | Required | Default | Description | -|-------|------|----------|---------|-------------| -| `article_id` | `string (uuid)` | no | `null` | Index single article; `null` = index all unindexed | - -### Response `202` - -```json -{ - "job_id": "j1k2l3m4-...", - "status": "started" -} -``` - -| Field | Type | Description | -|-------|------|-------------| -| `job_id` | `string (uuid)` | Background job identifier | -| `status` | `string` | Always `"started"` | - -### Edge Cases - -- `article_id` not found → 404 `{"detail": "Article not found"}` -- Already indexing same article → 409 `{"detail": "Indexing already in progress"}` -- No new articles to index → 202 still returned with `job_id`, job completes immediately - ---- - -## `GET /chat/status` - -Check indexing status and vector store stats. - -### Response `200` - -```json -{ - "total_chunks": 1523, - "last_indexed_at": "2026-05-20T10:00:00Z", - "pending_articles": 5 -} -``` - -| Field | Type | Description | -|-------|------|-------------| -| `total_chunks` | `integer` | Total indexed chunks | -| `last_indexed_at` | `string (ISO 8601)` | Last successful indexing time, `null` if never indexed | -| `pending_articles` | `integer` | Articles not yet indexed | - ---- - -## Error Response Format (shared) - -All errors follow FastAPI's standard format: - -```json -{ - "detail": "Human-readable error message" -} -``` - -For validation errors, `detail` is an array of objects (see 422 example above). - -## Status Code Summary - -| Code | Meaning | -|------|---------| -| 200 | Success | -| 202 | Accepted (async job started) | -| 404 | Resource not found | -| 409 | Conflict (duplicate operation) | -| 422 | Validation error | -| 503 | LLM/embedding provider unavailable | diff --git a/specs/integration.md b/specs/integration.md index c2eb0ca..9127a2c 100644 --- a/specs/integration.md +++ b/specs/integration.md @@ -1,93 +1,106 @@ # Integration Specification -> How to install and integrate chatbot-plugin into scrape-and-analyze. +> How external services interact with the toolbox. -## Architecture: Independent Database +## Architecture: Standalone Service -chatbot-plugin has its own PostgreSQL + pgvector database. It does **not** share scrape-and-analyze's database. This means: +The toolbox runs as its own independent service with its own PostgreSQL + pgvector database. -- No schema coupling with the main app -- Can add pgvector extension independently -- Data sync between scrape-and-analyze → chatbot-plugin handled separately (Phase 2) +- Standalone FastAPI server (not embedded in scrape-and-analyze) +- Owns its own database — no schema coupling with other services +- External services (e.g. scrape-and-analyze) send chunk + embedding data via HTTP +- Chat/retrieval APIs will be added in a later phase -## Installation +## Running the Toolbox ```bash -# In scrape-and-analyze root -uv add chatbot-plugin +# Start the server +uvicorn chatbot_plugin.main:app --reload + +# Or set the host/port +CHATBOT_DATABASE_URL=postgresql+asyncpg://... uvicorn chatbot_plugin.main:app --host 0.0.0.0 --port 8000 ``` -## Backend Mounting +## How External Services Send Data -In `backend/main.py`: +Scrape-and-analyze (or any service) POSTs to the toolbox: ```python -from chatbot_plugin.routers import chat_router - -app.include_router(chat_router, prefix="/chat", tags=["chat"]) +import httpx + +async def send_chunks(): + async with httpx.AsyncClient() as client: + resp = await client.post( + "http://toolbox:8000/tools/chunks", + json={ + "article": {"id": "...", "url": "..."}, + "chunks": [ + {"chunk_index": 0, "content": "...", "dense_vector": [...], "sparse_vector": {...}}, + ], + }, + ) + assert resp.status_code == 201 ``` -This exposes all endpoints under `/chat/*`: -- `POST /chat/message` -- `POST /chat/search` -- `POST /chat/index` -- `GET /chat/status` +This exposes: +- `POST /tools/chunks` — store article + chunks ## Environment Variables -All variables use the `CHATBOT_` prefix. Add to scrape-and-analyze's `.env`: +All variables use the `CHATBOT_` prefix: ```bash # Database (independent PG + pgvector) CHATBOT_DATABASE_URL=postgresql+asyncpg://postgres:postgres@localhost:5432/chatbot_plugin -# LLM provider keys (names must match providers.toml api_key_env) -GEMINI_API_KEY=your-gemini-key -CLAUDE_API_KEY=your-claude-key -OPENROUTER_API_KEY=your-openrouter-key - -# LLM providers config path (defaults to providers.toml in project root) -CHATBOT_LLM_PROVIDERS_PATH= - -# Behavior -CHATBOT_MAX_CONTEXT_ARTICLES=10 -CHATBOT_MAX_CONTEXT_TOKENS=8000 - -# Embedding (Phase 2+) +# Embedding model config (must match what scrape-and-analyze uses) CHATBOT_EMBEDDING_MODEL=BAAI/bge-m3 CHATBOT_EMBEDDING_DIMENSION=1024 -CHATBOT_RRF_K=60 -CHATBOT_CHUNK_SIZE=512 -CHATBOT_CHUNK_OVERLAP=50 ``` ## Database - **Independent PostgreSQL + pgvector instance** (not shared with scrape-and-analyze) - Connection via `CHATBOT_DATABASE_URL` (async driver: `asyncpg`) -- Plugin adds `article_chunks` table (see `specs/rag-pipeline.md`) -- Requires `pgvector` extension: `CREATE EXTENSION IF NOT EXISTS vector;` -- Migration via Alembic (Phase 2) -- Data sync from scrape-and-analyze handled by indexer (Phase 2) +- Schema managed by SQLAlchemy models + Alembic +- Extension required: `CREATE EXTENSION IF NOT EXISTS vector;` + +### Tables + +```sql +CREATE TABLE articles ( + id UUID PRIMARY KEY, + url VARCHAR NOT NULL UNIQUE, + title VARCHAR, + source VARCHAR, + metadata JSONB, + created_at TIMESTAMPTZ DEFAULT NOW(), + updated_at TIMESTAMPTZ DEFAULT NOW() +); + +CREATE TABLE article_chunks ( + id UUID PRIMARY KEY DEFAULT gen_random_uuid(), + article_id UUID NOT NULL REFERENCES articles(id) ON DELETE CASCADE, + chunk_index INT NOT NULL, + content TEXT NOT NULL, + dense_vector vector(1024), + sparse_vector JSONB, + created_at TIMESTAMPTZ DEFAULT NOW(), + UNIQUE(article_id, chunk_index) +); + +-- HNSW index for dense similarity search +CREATE INDEX hnsw_chunks_dense ON article_chunks + USING hnsw (dense_vector vector_cosine_ops); +``` ## Dependencies -chatbot-plugin declares these runtime dependencies: - `fastapi` — router mounting - `pydantic>=2.0` — settings and contracts - `structlog` — structured logging -- `sqlalchemy` — DB queries +- `sqlalchemy[asyncio]>=2.0` — ORM - `asyncpg` — async PostgreSQL driver -- `anthropic` — Claude SDK -- `google-genai` — Gemini SDK -- `httpx` — async HTTP client (OpenRouter) -- `tenacity` — async retry logic - -## Frontend - -Add a `/chat` page in the existing Next.js app. API shape is defined in `specs/chat-api.md`. - -Key integration points: -1. **Chat page** — `POST /chat/message`, stream display of `reply`, citation cards from `articles_used` -2. **Search-only mode** — `POST /chat/search`, display `chunks` with scores -3. **Index management** — `POST /chat/index` + `GET /chat/status` for admin UI +- `pgvector` — SQLAlchemy/pgvector integration +- `httpx` — async HTTP client (if needed for future outbound calls) +- `alembic` — database migrations diff --git a/specs/rag-pipeline.md b/specs/rag-pipeline.md index fc7c54e..0f7d23f 100644 --- a/specs/rag-pipeline.md +++ b/specs/rag-pipeline.md @@ -1,208 +1,100 @@ # RAG Pipeline Specification -> Backend-internal design. Frontend developers do not need this document. +> Backend-internal design. Scrape-and-analyze does not need this document to integrate. -## Architecture: Independent Database +## Architecture -chatbot-plugin uses its **own PostgreSQL + pgvector database**, completely independent from scrape-and-analyze's database. Data is synced from scrape-and-analyze via a separate process (Phase 2 indexer). +The toolbox is a **vector storage layer** — it receives already-chunked, already-embedded data from scrape-and-analyze and stores it in PostgreSQL + pgvector. All embedding generation and chunking logic lives in scrape-and-analyze (or a dedicated embedding service). -**Why independent:** -- No coupling with scrape-and-analyze's DB schema migrations -- Can add pgvector extension without affecting the main DB -- Plugin can be deployed/restarted independently - -## Phase 1: Full-Text Search Fallback - -Before embedding + hybrid search is ready, Phase 1 uses PostgreSQL `tsvector` full-text search: +### Phase 2 (Current): Storage Toolbox ``` -User Query - │ - ▼ -PostgreSQL plainto_tsquery('english', query) - │ - ▼ -ts_rank() scoring - │ - ▼ -Top-K Articles (whole articles as context) - │ - ▼ -LLM Generate +Scrape-and-analyze Pipeline +│ +├── Chunk raw text into pieces +├── Generate BGE-M3 embeddings (dense + sparse) +│ +└── POST /tools/chunks → {article, chunks[]} + │ + ▼ + chatbot-plugin (this repo) + │ + └── PostgreSQL + pgvector → article_chunks table ``` -**Limitations compared to Phase 2:** -- No semantic search (only keyword matching) -- No chunking (whole articles as context, less precise) -- No RRF fusion (single ranking method) - -## Overview (Phase 2 Target) +### Phase 3 (Future): Retrieval + Chat -The RAG pipeline retrieves relevant article chunks from PostgreSQL, assembles them as context, and feeds them to an LLM for generation. +When a search or chat API is added: ``` User Query │ ▼ -Embed Query (BGE-M3) +Embed Query (caller side or dedicated service) │ → query_dense_vec (1024-dim float) │ → query_sparse_vec (lexical weights) │ ▼ -Parallel Search - │ → Dense: cosine similarity via pgvector HNSW - │ → Sparse: BM25 tsvector / neural sparse - │ - ▼ -RRF Fusion (k=60) - │ score_d(i) = 1/(k + rank_d(i)) - │ score_s(i) = 1/(k + rank_s(i)) - │ final(i) = score_d(i) + score_s(i) +Dense Similarity Search + │ → pgvector HNSW: article_chunks.dense_vector <=> query_vec │ ▼ Top-K Chunks (10-20) │ Deduplicate, assemble into context │ ▼ -LLM Generate - │ Prompt template + context + query - │ Each chunk annotated [source: article_title] - │ - ▼ -Chat Response +Chat Response (caller handles LLM generation) ``` -## Components +The toolbox **does not** generate embeddings or call LLMs. It stores data and serves it back on query. The search layer is retrieval-only. -### Retriever (`rag/retriever.py`) - -- **Input:** query string, top_k, optional topic_id filter -- **Output:** list of ranked chunks with scores -- **Strategy:** Hybrid (dense + sparse) with RRF fusion -- **Dense search:** `article_chunks.dense_vector <=> query_vec` via pgvector -- **Sparse search:** `articles.search_tsv` via GIN index (Phase 1), neural sparse via BGE-M3 (Phase 4) -- **Fusion:** Reciprocal Rank Fusion, k=60 - -### Prompt Builder (`rag/prompt.py`) - -- **Input:** ranked chunks + user query -- **Output:** assembled prompt string -- **Template structure:** - 1. System prompt: "You are an assistant that answers based on the provided articles..." - 2. Context section: each chunk as `[source: article_title]\nchunk_content` - 3. User query -- **Token budget:** Truncate context if exceeds `max_context_tokens` (default 8000) -- **Citation:** LLM is instructed to reference sources inline - -### RAG Chain (`rag/chain.py`) - -- **Input:** user message + retrieved articles + `ResilientLLMService` -- **Steps:** retrieve → build messages (system + human) → call LLM → return reply -- **LLM call:** via `ResilientLLMService.generate()` with fallback chain -- **Prompt structure:** Separate `system_prompt` (instructions) and `human_prompt` (context + query) -- **Output:** reply string +--- ## Database Schema -Plugin adds to the shared PostgreSQL: +Plugin manages its own PostgreSQL: ```sql CREATE EXTENSION IF NOT EXISTS vector; -CREATE TABLE article_chunks ( - id UUID PRIMARY KEY DEFAULT gen_random_uuid(), - article_id UUID NOT NULL REFERENCES articles(id) ON DELETE CASCADE, - chunk_index INT NOT NULL, - content TEXT NOT NULL, - dense_vector vector(1024), - sparse_vector JSONB, - embedding_model VARCHAR(100) NOT NULL, - created_at TIMESTAMPTZ DEFAULT NOW(), - UNIQUE(article_id, chunk_index, embedding_model) +CREATE TABLE articles ( + id UUID PRIMARY KEY, + url VARCHAR NOT NULL UNIQUE, + title VARCHAR, + source VARCHAR, + metadata JSONB, + created_at TIMESTAMPTZ DEFAULT NOW(), + updated_at TIMESTAMPTZ DEFAULT NOW() ); --- BM25 fallback -ALTER TABLE articles ADD COLUMN search_tsv tsvector - GENERATED ALWAYS AS ( - to_tsvector('english', coalesce(title,'') || ' ' || coalesce(content,'')) - ) STORED; -CREATE INDEX idx_articles_tsv ON articles USING gin(search_tsv); +CREATE TABLE article_chunks ( + id UUID PRIMARY KEY DEFAULT gen_random_uuid(), + article_id UUID NOT NULL REFERENCES articles(id) ON DELETE CASCADE, + chunk_index INT NOT NULL, + content TEXT NOT NULL, + dense_vector vector(1024), + sparse_vector JSONB, + created_at TIMESTAMPTZ DEFAULT NOW(), + UNIQUE(article_id, chunk_index) +); --- HNSW for dense search -CREATE INDEX idx_chunks_dense ON article_chunks +-- HNSW for dense similarity search +CREATE INDEX hnsw_chunks_dense ON article_chunks USING hnsw (dense_vector vector_cosine_ops); ``` -**Why chunking:** Whole-article embeddings dilute semantic meaning for long papers. Chunks (256-512 tokens) give more precise retrieval. +**No `search_tsv` or full-text columns:** Chunking and search are embedding-based only in this architecture. -## Indexer (`indexer.py`) +--- -- **Trigger:** `POST /chat/index` or polling (`articles.scraped_at > last_indexed_at`) -- **Pipeline:** - 1. Fetch unindexed articles - 2. Split into chunks (256-512 tokens, 50-token overlap) - 3. Generate BGE-M3 embeddings (dense + sparse) - 4. Upsert into `article_chunks` -- **Concurrency:** Runs as background task (rq or asyncio.Task) -- **Idempotency:** `UNIQUE(article_id, chunk_index, embedding_model)` prevents duplicates +## Storage Rules -## Embedding Model Strategy - -| Stage | Approach | Latency | -|-------|----------|---------| -| Development | `sentence-transformers` CPU (BGE-M3) in-process | query ~300-500ms | -| Production (CPU) | TEI Docker container on CPU | Better concurrency | -| Production (GPU) | TEI on GPU | query <10ms | +1. **Upsert semantics**: POST /tools/chunks replaces all existing chunks for an article if the article already exists. +2. **Vector dimension validation**: Reject chunks where `len(dense_vector)` != `CHATBOT_EMBEDDING_DIMENSION` (default 1024). +3. **No embedding generation here**: Scrape-and-analyze (or a separate embedding service) generates vectors before calling this API. ## Configuration | Variable | Default | Description | |----------|---------|-------------| -| `CHATBOT_EMBEDDING_MODEL` | `BAAI/bge-m3` | Embedding model | -| `CHATBOT_EMBEDDING_DIMENSION` | `1024` | Dense vector dimension | -| `CHATBOT_RRF_K` | `60` | RRF constant k | -| `CHATBOT_CHUNK_SIZE` | `512` | Max tokens per chunk | -| `CHATBOT_CHUNK_OVERLAP` | `50` | Overlap tokens between chunks | - -## LLM Provider Architecture - -Provider configuration is loaded from `providers.toml` (project root). The actual file is gitignored; commit only `providers.example.toml` as a template. - -### Provider TOML Format - -```toml -[[providers]] -name = "gemini" # Provider type: gemini | claude | openrouter -priority = 1 # Lower = tried first -model = "gemini-2.5-flash" # Model string -api_key_env = "GEMINI_API_KEY" # Name of env var holding the API key - -[providers.strategy] -type = "sliding_window" # Rate limiting strategy -rpm = 5 # Requests per minute -tpm = 250000 # Tokens per minute -rpd = 500 # Requests per day -``` - -### Architecture - -``` -providers.toml → load_providers() → build_llm_service() - | - ResilientLLMService - (fallback chain) - / | \ - ClaudeProvider GeminiProvider OpenRouterProvider - \ | / - BaseProvider (async tenacity retry) - | - QuotaStrategy (rate limiting) -``` - -### Key Design - -- **Native SDKs** (no LangChain): `anthropic.AsyncAnthropic`, `google.genai.Client`, `httpx.AsyncClient` -- **Async throughout**: `asyncio.Lock`, `asyncio.sleep`, `AsyncRetrying` -- **Fallback chain**: `ResilientLLMService` tries providers in priority order, falls back on `RateLimitExhausted` or other errors -- **Env var names** match scrape-and-analyze: `GEMINI_API_KEY`, `CLAUDE_API_KEY`, `OPENROUTER_API_KEY` -- **`BaseProvider.generate(system_prompt, human_prompt)`**: Single method, returns `str | None` +| `CHATBOT_EMBEDDING_DIMENSION` | `1024` | Dense vector dimension (matches embedding model) | diff --git a/specs/toolbox-api.md b/specs/toolbox-api.md new file mode 100644 index 0000000..560bde8 --- /dev/null +++ b/specs/toolbox-api.md @@ -0,0 +1,91 @@ +# Toolbox API Specification + +> **Source of truth for external services integrating with the toolbox.** +> Any service (e.g. scrape-and-analyze) only needs this document to integrate. + +## Base URL + +The toolbox runs as a standalone service. Default: `http://localhost:8000` + +```bash +uvicorn chatbot_plugin.main:app --reload +``` + +All endpoints are under `/tools`. + +--- + +## `POST /tools/chunks` + +Store or update an article and its pre-chunked, pre-embedded data. + +### Request + +```json +{ + "article": { + "id": "a1b2c3d4-5678-90ab-cdef-1234567890ab", + "url": "https://example.com/article", + "title": "Article Title", + "source": "example.com", + "metadata": {"author": "Alice"} + }, + "chunks": [ + { + "chunk_index": 0, + "content": "First chunk of text...", + "dense_vector": [0.1, 0.2, ..., 0.1024], + "sparse_vector": {"0": 0.5, "1": 0.3} + } + ] +} +``` + +| Field | Type | Required | Description | +|-------|------|----------|-------------| +| `article` | `object` | yes | Article metadata | +| `article.id` | `string (uuid)` | yes | Article UUID (used as upsert key) | +| `article.url` | `string (url)` | yes | Source URL | +| `article.title` | `string` | no | Article title | +| `article.source` | `string` | no | Source domain / feed name | +| `article.metadata` | `object` | no | Arbitrary JSON metadata | +| `chunks` | `array (min 1)` | yes | Pre-chunked, pre-embedded data | +| `chunks[].chunk_index` | `integer` | yes | Position within article (0-based) | +| `chunks[].content` | `string` | yes | Chunk text content | +| `chunks[].dense_vector` | `array[float]` | yes | Dense embedding (must match CHATBOT_EMBEDDING_DIMENSION) | +| `chunks[].sparse_vector` | `object` | no | Lexical weights as {token_index: weight} | + +### Response `201` + +```json +{ + "stored": 1, + "article_id": "a1b2c3d4-5678-90ab-cdef-1234567890ab" +} +``` + +| Field | Type | Description | +|-------|------|-------------| +| `stored` | `integer` | Number of chunks stored | +| `article_id` | `string (uuid)` | The article UUID (echoed back) | + +### Upsert Semantics + +- If `article.id` already exists, the existing article metadata is **updated** and all existing chunks for that article are **deleted and re-inserted**. +- If `article.id` does not exist, a new article and its chunks are inserted. +- This allows scrape-and-analyze to re-index articles without manual deletion. + +### Error Responses + +| Code | Condition | +|------|-----------| +| `422` | `chunks` array is empty or missing (Pydantic validation) | +| `400` | `dense_vector` dimension does not match `CHATBOT_EMBEDDING_DIMENSION` (default 1024) | +| `422` | Invalid JSON shape or field types | + +### Edge Cases + +- `sparse_vector` omitted on individual chunks → stored as `NULL`/`{}` +- `title` omitted → stored as `NULL` +- Empty `metadata` → stored as `NULL`/`{}` +- Duplicate `chunk_index` values in the same request → last one wins (databases with `ON CONFLICT` will upsert) diff --git a/src/chatbot_plugin/__init__.py b/src/chatbot_plugin/__init__.py index 2be3a13..c030b8a 100644 --- a/src/chatbot_plugin/__init__.py +++ b/src/chatbot_plugin/__init__.py @@ -1 +1 @@ -"""Chatbot plugin for scrape-and-analyze.""" +"""Vector storage toolbox for scrape-and-analyze.""" diff --git a/src/chatbot_plugin/config.py b/src/chatbot_plugin/config.py index 129fd91..2dec95e 100644 --- a/src/chatbot_plugin/config.py +++ b/src/chatbot_plugin/config.py @@ -1,31 +1,20 @@ -"""Configuration for the chatbot plugin. +"""Configuration for the toolbox. All settings are read from environment variables with the `CHATBOT_` prefix. -LLM provider configuration is loaded from providers.toml (see specs/rag-pipeline.md). """ from pydantic_settings import BaseSettings class ChatbotSettings(BaseSettings): - """Chatbot plugin settings.""" + """Toolbox settings.""" # Database database_url: str = "postgresql+asyncpg://postgres:postgres@localhost:5432/chatbot_plugin" - # LLM providers path (defaults to providers.toml in project root) - llm_providers_path: str | None = None - - # RAG behavior - max_context_articles: int = 10 - max_context_tokens: int = 8000 - - # Embedding (Phase 2+) + # Embedding model config (must match what scrape-and-analyze uses) embedding_model: str = "BAAI/bge-m3" embedding_dimension: int = 1024 - rrf_k: int = 60 - chunk_size: int = 512 - chunk_overlap: int = 50 model_config = {"env_prefix": "CHATBOT_"} diff --git a/src/chatbot_plugin/contracts/__init__.py b/src/chatbot_plugin/contracts/__init__.py index a7df67e..1a3495d 100644 --- a/src/chatbot_plugin/contracts/__init__.py +++ b/src/chatbot_plugin/contracts/__init__.py @@ -1,32 +1,16 @@ -"""Pydantic contracts — structured versions of specs/chat-api.md. +"""Pydantic contracts — structured versions of specs/toolbox-api.md. These models are the source of truth for request/response validation. -They must stay in sync with specs/chat-api.md. If the spec changes, +They must stay in sync with specs/toolbox-api.md. If the spec changes, update the corresponding model here first. """ -from chatbot_plugin.contracts.requests import ( - ChatMessageRequest, - SearchRequest, - IndexRequest, -) -from chatbot_plugin.contracts.responses import ( - ChatMessageResponse, - ArticleRef, - SearchResponse, - ChunkResult, - IndexResponse, - StatusResponse, -) +from chatbot_plugin.contracts.requests import ArticleInfo, ChunkData, StoreChunksRequest +from chatbot_plugin.contracts.responses import StoreChunksResponse __all__ = [ - "ChatMessageRequest", - "SearchRequest", - "IndexRequest", - "ChatMessageResponse", - "ArticleRef", - "SearchResponse", - "ChunkResult", - "IndexResponse", - "StatusResponse", + "ArticleInfo", + "ChunkData", + "StoreChunksRequest", + "StoreChunksResponse", ] diff --git a/src/chatbot_plugin/contracts/requests.py b/src/chatbot_plugin/contracts/requests.py index e8f617c..4ce8c30 100644 --- a/src/chatbot_plugin/contracts/requests.py +++ b/src/chatbot_plugin/contracts/requests.py @@ -1,35 +1,34 @@ -"""Request contracts — mirrors specs/chat-api.md request bodies.""" +"""Request contracts — mirrors specs/toolbox-api.md request bodies.""" from pydantic import BaseModel, Field -class ChatMessageRequest(BaseModel): - """POST /chat/message request. - - Spec: specs/chat-api.md — POST /chat/message - """ - - message: str = Field(..., min_length=1, max_length=2000, description="User input") - user_id: str | None = Field(default=None, description="Optional user identifier") +class ArticleInfo(BaseModel): + """Article metadata included in a store-chunks request.""" + id: str = Field(..., description="Article UUID (upsert key)") + url: str = Field(..., description="Source URL") + title: str | None = Field(default=None, description="Article title") + source: str | None = Field(default=None, description="Source domain / feed name") + metadata: dict | None = Field(default=None, description="Arbitrary JSON metadata") -class SearchRequest(BaseModel): - """POST /chat/search request. - Spec: specs/chat-api.md — POST /chat/search - """ +class ChunkData(BaseModel): + """Single pre-chunked, pre-embedded data fragment.""" - query: str = Field(..., min_length=1, max_length=500, description="Search query") - top_k: int = Field(default=10, ge=1, le=50, description="Number of results") - topic_id: str | None = Field(default=None, description="Filter by topic UUID") + chunk_index: int = Field(..., ge=0, description="Position within article (0-based)") + content: str = Field(..., description="Chunk text content") + dense_vector: list[float] = Field(..., description="Dense embedding vector") + sparse_vector: dict[str, float] | None = Field( + default=None, description="Lexical weights as {token_index: weight}" + ) -class IndexRequest(BaseModel): - """POST /chat/index request. +class StoreChunksRequest(BaseModel): + """POST /tools/chunks request. - Spec: specs/chat-api.md — POST /chat/index + Spec: specs/toolbox-api.md — POST /tools/chunks """ - article_id: str | None = Field( - default=None, description="Single article UUID, null = index all unindexed" - ) + article: ArticleInfo = Field(..., description="Article metadata") + chunks: list[ChunkData] = Field(..., min_length=1, description="Pre-chunked pre-embedded data fragments") diff --git a/src/chatbot_plugin/contracts/responses.py b/src/chatbot_plugin/contracts/responses.py index f172d60..3b20262 100644 --- a/src/chatbot_plugin/contracts/responses.py +++ b/src/chatbot_plugin/contracts/responses.py @@ -1,65 +1,13 @@ -"""Response contracts — mirrors specs/chat-api.md response bodies.""" +"""Response contracts — mirrors specs/toolbox-api.md response bodies.""" from pydantic import BaseModel, Field -class ArticleRef(BaseModel): - """Article reference used in chat reply citations.""" +class StoreChunksResponse(BaseModel): + """POST /tools/chunks response. - id: str = Field(..., description="Article UUID") - title: str = Field(..., description="Article title") - - -class ChatMessageResponse(BaseModel): - """POST /chat/message response. - - Spec: specs/chat-api.md — POST /chat/message — 200 - """ - - reply: str = Field(..., description="LLM-generated response") - articles_used: list[ArticleRef] = Field( - default_factory=list, description="Articles cited in the reply" - ) - - -class ChunkResult(BaseModel): - """Single chunk from search results.""" - - content: str = Field(..., description="Chunk text") - article_id: str = Field(..., description="Parent article UUID") - article_title: str = Field(..., description="Parent article title") - score: float = Field(..., ge=0.0, le=1.0, description="Relevance score (0-1)") - - -class SearchResponse(BaseModel): - """POST /chat/search response. - - Spec: specs/chat-api.md — POST /chat/search — 200 - """ - - chunks: list[ChunkResult] = Field( - default_factory=list, description="Ranked search results" - ) - - -class IndexResponse(BaseModel): - """POST /chat/index response. - - Spec: specs/chat-api.md — POST /chat/index — 202 - """ - - job_id: str = Field(..., description="Background job UUID") - status: str = Field(default="started", description="Always 'started'") - - -class StatusResponse(BaseModel): - """GET /chat/status response. - - Spec: specs/chat-api.md — GET /chat/status — 200 + Spec: specs/toolbox-api.md — POST /tools/chunks — 201 """ - total_chunks: int = Field(..., description="Total indexed chunks") - last_indexed_at: str | None = Field( - default=None, description="Last indexing time (ISO 8601), null if never" - ) - pending_articles: int = Field(..., description="Articles not yet indexed") + stored: int = Field(..., ge=0, description="Number of chunks stored") + article_id: str = Field(..., description="The article UUID (echoed back)") diff --git a/src/chatbot_plugin/db.py b/src/chatbot_plugin/db.py index 9b96924..9094e06 100644 --- a/src/chatbot_plugin/db.py +++ b/src/chatbot_plugin/db.py @@ -1,4 +1,4 @@ -"""Async database session for chatbot-plugin's independent PostgreSQL.""" +"""Async database session for the toolbox's independent PostgreSQL.""" from collections.abc import AsyncGenerator @@ -6,7 +6,7 @@ from sqlalchemy.ext.asyncio import AsyncSession, async_sessionmaker, create_async_engine from chatbot_plugin.config import settings -from chatbot_plugin.models.article import Base +from chatbot_plugin.models import Base engine = create_async_engine(settings.database_url, echo=False) async_session = async_sessionmaker(engine, class_=AsyncSession, expire_on_commit=False) diff --git a/src/chatbot_plugin/llm/__init__.py b/src/chatbot_plugin/llm/__init__.py deleted file mode 100644 index b94e04b..0000000 --- a/src/chatbot_plugin/llm/__init__.py +++ /dev/null @@ -1,24 +0,0 @@ -"""LLM provider infrastructure for chatbot-plugin.""" - -from chatbot_plugin.llm.base_provider import BaseProvider -from chatbot_plugin.llm.resilient_llm_service import ResilientLLMService, ProviderHandler -from chatbot_plugin.llm.bootstrap import build_llm_service -from chatbot_plugin.llm.config import load_providers -from chatbot_plugin.llm.rate_limit import ( - QuotaStrategy, - RateLimitExhausted, - SlidingWindowStrategy, - NoOpStrategy, -) - -__all__ = [ - "BaseProvider", - "ResilientLLMService", - "ProviderHandler", - "build_llm_service", - "load_providers", - "QuotaStrategy", - "RateLimitExhausted", - "SlidingWindowStrategy", - "NoOpStrategy", -] diff --git a/src/chatbot_plugin/llm/base_provider.py b/src/chatbot_plugin/llm/base_provider.py deleted file mode 100644 index 573928e..0000000 --- a/src/chatbot_plugin/llm/base_provider.py +++ /dev/null @@ -1,85 +0,0 @@ -"""Base LLM provider with async tenacity retry.""" - -from abc import ABC, abstractmethod - -import structlog -from tenacity import ( - AsyncRetrying, - retry_if_exception, - stop_after_attempt, - wait_exponential, -) - -from chatbot_plugin.llm.rate_limit.quota_strategy import RateLimitExhausted - -logger = structlog.get_logger() - - -def _is_retryable(exc: Exception) -> bool: - """Return True for transient errors that should be retried.""" - if isinstance(exc, RateLimitExhausted): - return False - if isinstance(exc, (ValueError, KeyError)): - return False - return True - - -class BaseProvider(ABC): - """Abstract base for LLM providers with async tenacity retry. - - Subclasses implement `_call_api(system_prompt, human_prompt)` which - returns the raw text response from the LLM. - - The public `generate()` method wraps `_call_api` with retry logic - and error handling. - """ - - def __init__(self, model: str) -> None: - self._model = model - self._retry = AsyncRetrying( - retry=retry_if_exception(_is_retryable), - wait=wait_exponential(multiplier=1, min=4, max=60), - stop=stop_after_attempt(3), - reraise=True, - ) - - @abstractmethod - async def _call_api(self, system_prompt: str, human_prompt: str) -> str: - """Call the provider API and return the raw text response. - - Args: - system_prompt: System instructions (RAG behavior, citation rules). - human_prompt: User context + query. - - Returns: - Raw text response from the LLM. - - Raises: - RateLimitExhausted: If daily quota is reached. - Exception: For transient errors (will be retried). - """ - ... - - async def generate(self, system_prompt: str, human_prompt: str) -> str | None: - """Generate a response with retry logic. - - Args: - system_prompt: System instructions. - human_prompt: User context + query. - - Returns: - LLM response text, or None if all retries are exhausted. - """ - try: - async for attempt in self._retry: - with attempt: - return await self._call_api(system_prompt, human_prompt) - except RateLimitExhausted: - raise - except Exception as e: - logger.warning("provider_generate_failed", model=self._model, error=str(e)) - return None - - async def aclose(self) -> None: - """Clean up async resources. Override in subclasses that create clients.""" - pass diff --git a/src/chatbot_plugin/llm/bootstrap.py b/src/chatbot_plugin/llm/bootstrap.py deleted file mode 100644 index 63da3ce..0000000 --- a/src/chatbot_plugin/llm/bootstrap.py +++ /dev/null @@ -1,83 +0,0 @@ -"""Bootstrap factory for building the LLM service from providers.toml.""" - -import os - -import structlog - -from chatbot_plugin.llm.config import load_providers -from chatbot_plugin.llm.rate_limit import SlidingWindowStrategy, NoOpStrategy -from chatbot_plugin.llm.resilient_llm_service import ProviderHandler, ResilientLLMService - -logger = structlog.get_logger() - - -def build_llm_service(path: str | None = None) -> ResilientLLMService: - """Build the resilient LLM service from providers.toml. - - Args: - path: Path to providers.toml. Defaults to project root. - - Returns: - Configured ResilientLLMService. - - Raises: - ValueError: If no valid providers are configured. - FileNotFoundError: If providers.toml does not exist. - """ - providers = load_providers(path) - handlers: list[ProviderHandler] = [] - - for cfg in providers: - name = cfg["name"] - model = cfg["model"] - api_key = os.environ.get(cfg.get("api_key_env", ""), "") - - if not api_key: - logger.warning("provider_missing_api_key", name=name, env_var=cfg.get("api_key_env")) - continue - - provider = _create_provider(name, api_key, model) - if provider is None: - logger.warning("provider_unknown", name=name) - continue - - strategy = _create_strategy(cfg.get("strategy", {})) - - handlers.append(ProviderHandler( - provider=provider, - strategy=strategy, - priority=cfg.get("priority", 999), - name=name, - )) - - if not handlers: - raise ValueError("No valid LLM providers configured. Check providers.toml and API key env vars.") - - logger.info("llm_service_initialized", provider_count=len(handlers)) - return ResilientLLMService(handlers=handlers) - - -def _create_provider(name: str, api_key: str, model: str): - """Instantiate a provider by name. Returns None if name is unknown.""" - if name == "claude": - from chatbot_plugin.llm.claude_provider import ClaudeProvider - return ClaudeProvider(api_key=api_key, model=model) - elif name == "gemini": - from chatbot_plugin.llm.gemini_provider import GeminiProvider - return GeminiProvider(api_key=api_key, model=model) - elif name == "openrouter": - from chatbot_plugin.llm.openrouter_provider import OpenRouterProvider - return OpenRouterProvider(api_key=api_key, model=model) - return None - - -def _create_strategy(cfg: dict): - """Create a rate limiting strategy from config dict.""" - strategy_type = cfg.get("type", "") - if strategy_type == "sliding_window": - return SlidingWindowStrategy( - rpm=cfg.get("rpm", 10), - tpm=cfg.get("tpm", 100000), - rpd=cfg.get("rpd", 1000), - ) - return NoOpStrategy() diff --git a/src/chatbot_plugin/llm/claude_provider.py b/src/chatbot_plugin/llm/claude_provider.py deleted file mode 100644 index ec1398a..0000000 --- a/src/chatbot_plugin/llm/claude_provider.py +++ /dev/null @@ -1,36 +0,0 @@ -"""Claude provider using anthropic AsyncAnthropic SDK.""" - -import anthropic -import structlog - -from chatbot_plugin.llm.base_provider import BaseProvider -from chatbot_plugin.llm.rate_limit.quota_strategy import RateLimitExhausted - -logger = structlog.get_logger() - - -class ClaudeProvider(BaseProvider): - """LLM provider for Anthropic Claude via the official async SDK.""" - - def __init__(self, api_key: str, model: str) -> None: - super().__init__(model=model) - self._client = anthropic.AsyncAnthropic(api_key=api_key) - - async def _call_api(self, system_prompt: str, human_prompt: str) -> str: - try: - response = await self._client.messages.create( - model=self._model, - max_tokens=2048, - system=system_prompt, - messages=[{"role": "user", "content": human_prompt}], - ) - except anthropic.RateLimitError as e: - raise RateLimitExhausted(f"Claude rate limit: {e}") from e - - logger.info( - "claude_api_called", - model=self._model, - input_tokens=response.usage.input_tokens, - output_tokens=response.usage.output_tokens, - ) - return response.content[0].text diff --git a/src/chatbot_plugin/llm/config.py b/src/chatbot_plugin/llm/config.py deleted file mode 100644 index 6520853..0000000 --- a/src/chatbot_plugin/llm/config.py +++ /dev/null @@ -1,31 +0,0 @@ -"""Load LLM provider configuration from providers.toml.""" - -import os -import tomllib -from typing import Any - - -def load_providers(path: str | None = None) -> list[dict[str, Any]]: - """Load provider definitions from providers.toml, sorted by priority. - - Args: - path: Path to the TOML file. Defaults to providers.toml in the - project root (3 levels up from this file). - - Returns: - List of provider config dicts sorted by "priority" ascending. - - Raises: - FileNotFoundError: If the TOML file does not exist. - """ - if path is None: - path = os.path.join( - os.path.dirname(os.path.dirname(os.path.dirname(os.path.dirname(__file__)))), - "providers.toml", - ) - - with open(path, "rb") as f: - data = tomllib.load(f) - - providers = data.get("providers", []) - return sorted(providers, key=lambda p: p.get("priority", 999)) diff --git a/src/chatbot_plugin/llm/gemini_provider.py b/src/chatbot_plugin/llm/gemini_provider.py deleted file mode 100644 index ca5dea3..0000000 --- a/src/chatbot_plugin/llm/gemini_provider.py +++ /dev/null @@ -1,69 +0,0 @@ -"""Gemini provider using google.genai Client with asyncio.to_thread.""" - -import asyncio - -import structlog -from google import genai - -from chatbot_plugin.llm.base_provider import BaseProvider -from chatbot_plugin.llm.rate_limit.quota_strategy import RateLimitExhausted - -logger = structlog.get_logger() - - -class GeminiProvider(BaseProvider): - """LLM provider for Google Gemini via the genai SDK. - - The google.genai.Client is synchronous, so calls are wrapped - with asyncio.to_thread() to avoid blocking the event loop. - """ - - def __init__(self, api_key: str, model: str) -> None: - super().__init__(model=model) - self._client = genai.Client(api_key=api_key) - - async def _call_api(self, system_prompt: str, human_prompt: str) -> str: - return await asyncio.to_thread( - self._sync_generate, system_prompt, human_prompt - ) - - def _sync_generate(self, system_prompt: str, human_prompt: str) -> str: - """Synchronous Gemini API call — runs in a thread pool.""" - try: - response = self._client.models.generate_content( - model=self._model, - contents=human_prompt, - config=genai.GenerateContentConfig( - system_instruction=system_prompt, - max_output_tokens=2048, - ), - ) - except Exception as e: - error_str = str(e) - if "RESOURCE_EXHAUSTED" in error_str and "PerDay" in error_str: - raise RateLimitExhausted(f"Gemini daily quota exhausted: {error_str}") from e - raise - - # Check for blocked/safety-filtered responses - if not response.candidates: - logger.warning("gemini_no_candidates", model=self._model) - return None - - candidate = response.candidates[0] - if hasattr(candidate, "finish_reason") and candidate.finish_reason not in (1, "STOP"): - logger.warning( - "gemini_response_blocked", - model=self._model, - finish_reason=str(candidate.finish_reason), - ) - return None - - token_counts = {} - if hasattr(response, "usage_metadata") and response.usage_metadata: - token_counts = { - "input_tokens": getattr(response.usage_metadata, "prompt_token_count", 0) or 0, - "output_tokens": getattr(response.usage_metadata, "candidates_token_count", 0) or 0, - } - - logger.info("gemini_api_called", model=self._model, **token_counts) - return response.text or None diff --git a/src/chatbot_plugin/llm/openrouter_provider.py b/src/chatbot_plugin/llm/openrouter_provider.py deleted file mode 100644 index f6a94bc..0000000 --- a/src/chatbot_plugin/llm/openrouter_provider.py +++ /dev/null @@ -1,52 +0,0 @@ -"""OpenRouter provider using httpx AsyncClient (OpenAI-compatible API).""" - -import httpx -import structlog - -from chatbot_plugin.llm.base_provider import BaseProvider -from chatbot_plugin.llm.rate_limit.quota_strategy import RateLimitExhausted - -logger = structlog.get_logger() - -_API_URL = "https://openrouter.ai/api/v1/chat/completions" - - -class OpenRouterProvider(BaseProvider): - """LLM provider for OpenRouter via OpenAI-compatible API.""" - - def __init__(self, api_key: str, model: str) -> None: - super().__init__(model=model) - self._api_key = api_key - self._client = httpx.AsyncClient(timeout=60.0) - - async def _call_api(self, system_prompt: str, human_prompt: str) -> str: - response = await self._client.post( - _API_URL, - headers={"Authorization": f"Bearer {self._api_key}"}, - json={ - "model": self._model, - "messages": [ - {"role": "system", "content": system_prompt}, - {"role": "user", "content": human_prompt}, - ], - }, - ) - if response.status_code == 429: - raise RateLimitExhausted(f"OpenRouter rate limit: HTTP 429") - response.raise_for_status() - data = response.json() - - content = data["choices"][0]["message"]["content"] - usage = data.get("usage", {}) - - logger.info( - "openrouter_api_called", - model=self._model, - input_tokens=usage.get("prompt_tokens", 0), - output_tokens=usage.get("completion_tokens", 0), - ) - return content - - async def aclose(self) -> None: - """Close the httpx async client.""" - await self._client.aclose() diff --git a/src/chatbot_plugin/llm/rate_limit/__init__.py b/src/chatbot_plugin/llm/rate_limit/__init__.py deleted file mode 100644 index 31621f5..0000000 --- a/src/chatbot_plugin/llm/rate_limit/__init__.py +++ /dev/null @@ -1,12 +0,0 @@ -"""Rate limiting strategies for LLM providers.""" - -from chatbot_plugin.llm.rate_limit.quota_strategy import QuotaStrategy, RateLimitExhausted -from chatbot_plugin.llm.rate_limit.sliding_window_strategy import SlidingWindowStrategy -from chatbot_plugin.llm.rate_limit.no_op_strategy import NoOpStrategy - -__all__ = [ - "QuotaStrategy", - "RateLimitExhausted", - "SlidingWindowStrategy", - "NoOpStrategy", -] diff --git a/src/chatbot_plugin/llm/rate_limit/no_op_strategy.py b/src/chatbot_plugin/llm/rate_limit/no_op_strategy.py deleted file mode 100644 index f0191c3..0000000 --- a/src/chatbot_plugin/llm/rate_limit/no_op_strategy.py +++ /dev/null @@ -1,13 +0,0 @@ -"""No-op rate limiting strategy — passes all requests through.""" - -from chatbot_plugin.llm.rate_limit.quota_strategy import QuotaStrategy - - -class NoOpStrategy(QuotaStrategy): - """Rate limiter that does nothing. Used when no rate limiting is configured.""" - - async def acquire(self, estimated_tokens: int = 0) -> None: - pass - - async def record_usage(self, actual_tokens: int) -> None: - pass diff --git a/src/chatbot_plugin/llm/rate_limit/quota_strategy.py b/src/chatbot_plugin/llm/rate_limit/quota_strategy.py deleted file mode 100644 index e66c9aa..0000000 --- a/src/chatbot_plugin/llm/rate_limit/quota_strategy.py +++ /dev/null @@ -1,25 +0,0 @@ -"""Quota strategy ABC for async rate limiting.""" - -from abc import ABC, abstractmethod - - -class QuotaStrategy(ABC): - """Abstract base for rate limiting strategies.""" - - @abstractmethod - async def acquire(self, estimated_tokens: int = 0) -> None: - """Wait until a request slot is available. - - Raises: - RateLimitExhausted: If the daily quota is reached. - """ - ... - - @abstractmethod - async def record_usage(self, actual_tokens: int) -> None: - """Update usage counters after a successful API call.""" - ... - - -class RateLimitExhausted(Exception): - """Raised when the daily request quota is exhausted.""" diff --git a/src/chatbot_plugin/llm/rate_limit/sliding_window_strategy.py b/src/chatbot_plugin/llm/rate_limit/sliding_window_strategy.py deleted file mode 100644 index 32bfe9a..0000000 --- a/src/chatbot_plugin/llm/rate_limit/sliding_window_strategy.py +++ /dev/null @@ -1,100 +0,0 @@ -"""Async sliding window rate limiter using asyncio.Lock.""" - -import asyncio -import time -from collections import deque -from datetime import date - -from chatbot_plugin.llm.rate_limit.quota_strategy import QuotaStrategy, RateLimitExhausted - - -class SlidingWindowStrategy(QuotaStrategy): - """Sliding window rate limiter with RPM, TPM, and RPD limits. - - Uses asyncio.Lock for thread safety in async contexts. - Two 60-second rolling windows track requests and tokens. - A daily counter tracks total requests, resetting at calendar day boundary. - """ - - def __init__(self, rpm: int, tpm: int, rpd: int) -> None: - self._rpm = rpm - self._tpm = tpm - self._rpd = rpd - self._lock = asyncio.Lock() - self._rpm_window: deque[float] = deque() - self._tpm_window: deque[tuple[float, int]] = deque() - self._daily_count = 0 - self._daily_date: date = date.today() - - async def acquire(self, estimated_tokens: int = 0) -> None: - """Wait until a request slot is available. - - Raises: - RateLimitExhausted: If the daily quota is reached. - """ - while True: - wait = await self._compute_wait(estimated_tokens) - if wait == 0: - return - await asyncio.sleep(wait) - - async def record_usage(self, actual_tokens: int) -> None: - """Replace the last estimated token entry with actual usage.""" - async with self._lock: - if self._tpm_window: - self._tpm_window.pop() - now = time.monotonic() - self._tpm_window.append((now, actual_tokens)) - - async def _compute_wait(self, estimated_tokens: int) -> float: - """Compute seconds to wait. Returns 0 if the request can proceed.""" - async with self._lock: - now = time.monotonic() - - # Check daily quota (reset counter if new day) - today = date.today() - if today != self._daily_date: - self._daily_count = 0 - self._daily_date = today - - if self._rpd > 0 and self._daily_count >= self._rpd: - raise RateLimitExhausted( - f"Daily quota reached: {self._daily_count}/{self._rpd}" - ) - - # Evict stale entries (older than 60s) - cutoff = now - 60.0 - while self._rpm_window and self._rpm_window[0] < cutoff: - self._rpm_window.popleft() - while self._tpm_window and self._tpm_window[0][0] < cutoff: - self._tpm_window.popleft() - - # Compute wait times - rpm_wait = self._rpm_wait(now) - tpm_wait = self._tpm_wait(now, estimated_tokens) - wait = max(rpm_wait, tpm_wait) - - if wait == 0: - # Record the request - self._rpm_window.append(now) - self._tpm_window.append((now, estimated_tokens)) - self._daily_count += 1 - - return wait - - def _rpm_wait(self, now: float) -> float: - """Seconds until an RPM slot opens.""" - if len(self._rpm_window) < self._rpm: - return 0 - return self._rpm_window[0] + 60.0 - now - - def _tpm_wait(self, now: float, estimated_tokens: int) -> float: - """Seconds until enough TPM capacity opens.""" - current_tokens = sum(t for _, t in self._tpm_window) - if current_tokens + estimated_tokens <= self._tpm: - return 0 - # Wait until the oldest entry exits the window - if not self._tpm_window: - # Single request exceeds TPM — no window to wait on, proceed anyway - return 0 - return self._tpm_window[0][0] + 60.0 - now diff --git a/src/chatbot_plugin/llm/resilient_llm_service.py b/src/chatbot_plugin/llm/resilient_llm_service.py deleted file mode 100644 index 92821a2..0000000 --- a/src/chatbot_plugin/llm/resilient_llm_service.py +++ /dev/null @@ -1,77 +0,0 @@ -"""Resilient LLM service with provider fallback chain.""" - -from dataclasses import dataclass - -import structlog - -from chatbot_plugin.llm.base_provider import BaseProvider -from chatbot_plugin.llm.rate_limit.quota_strategy import QuotaStrategy, RateLimitExhausted - -logger = structlog.get_logger() - - -@dataclass -class ProviderHandler: - """Pairs a provider with its rate limiting strategy.""" - - provider: BaseProvider - strategy: QuotaStrategy - priority: int - name: str - - async def generate(self, system_prompt: str, human_prompt: str) -> str | None: - """Acquire a rate limit slot, call the provider, record usage.""" - await self.strategy.acquire(estimated_tokens=len(human_prompt) // 4) - result = await self.provider.generate(system_prompt, human_prompt) - if result is not None: - await self.strategy.record_usage( - len(human_prompt) // 4 + len(result) // 4 - ) - return result - - -class ResilientLLMService: - """LLM service that tries providers in priority order, falling back on failure. - - If a provider raises RateLimitExhausted, the next provider is tried. - If a provider returns None (retries exhausted), the next provider is tried. - If all providers fail, returns None. - """ - - def __init__(self, handlers: list[ProviderHandler]) -> None: - self._handlers = sorted(handlers, key=lambda h: h.priority) - - async def generate(self, system_prompt: str, human_prompt: str) -> str | None: - """Generate a response using the fallback chain. - - Args: - system_prompt: System instructions. - human_prompt: User context + query. - - Returns: - LLM response text, or None if all providers fail. - """ - for handler in self._handlers: - try: - result = await handler.generate(system_prompt, human_prompt) - if result is not None: - return result - logger.warning( - "provider_returned_none", - provider=handler.name, - model=handler.provider._model, - ) - except RateLimitExhausted: - logger.warning( - "provider_daily_limit_reached", - provider=handler.name, - ) - except Exception as e: - logger.error( - "provider_failed", - provider=handler.name, - error=str(e), - ) - - logger.error("all_providers_exhausted") - return None diff --git a/src/chatbot_plugin/main.py b/src/chatbot_plugin/main.py new file mode 100644 index 0000000..8ff2810 --- /dev/null +++ b/src/chatbot_plugin/main.py @@ -0,0 +1,33 @@ +"""Toolbox standalone server. + +Run with:: + + uvicorn chatbot_plugin.main:app --reload + +Or via the entry point:: + + chatbox-toolbox +""" + +from contextlib import asynccontextmanager + +from fastapi import FastAPI + +from chatbot_plugin.db import init_db +from chatbot_plugin.routers import toolbox_router + + +@asynccontextmanager +async def lifespan(app: FastAPI): + await init_db() + yield + + +app = FastAPI( + title="Toolbox", + description="Vector storage toolbox — receives pre-chunked, pre-embedded data and serves retrieval APIs.", + version="0.1.0", + lifespan=lifespan, +) + +app.include_router(toolbox_router, prefix="/tools", tags=["tools"]) diff --git a/src/chatbot_plugin/models/__init__.py b/src/chatbot_plugin/models/__init__.py index dcd93ef..bf8bb69 100644 --- a/src/chatbot_plugin/models/__init__.py +++ b/src/chatbot_plugin/models/__init__.py @@ -1,5 +1,6 @@ -"""SQLAlchemy models for chatbot-plugin.""" +"""SQLAlchemy models for the toolbox.""" -from chatbot_plugin.models.article import Article +from chatbot_plugin.models.article import Article, Base +from chatbot_plugin.models.chunk import ArticleChunk -__all__ = ["Article"] +__all__ = ["Article", "ArticleChunk", "Base"] diff --git a/src/chatbot_plugin/models/article.py b/src/chatbot_plugin/models/article.py index 56adad9..b3aa229 100644 --- a/src/chatbot_plugin/models/article.py +++ b/src/chatbot_plugin/models/article.py @@ -1,14 +1,14 @@ -"""Article model — mirrors scrape-and-analyze articles table schema. +"""Article model — minimal schema for storing article metadata. -This model maps to the articles table in chatbot-plugin's independent -PostgreSQL database. Data is synced from scrape-and-analyze separately. +The actual chunking and embedding are done by scrape-and-analyze. +This model only stores article-level metadata. """ -import uuid +from datetime import datetime, timezone -from sqlalchemy import Column, Computed, Index, String, Text, UniqueConstraint -from sqlalchemy.dialects.postgresql import JSONB, TSVECTOR, UUID -from sqlalchemy.orm import DeclarativeBase +from sqlalchemy import Column, DateTime, Index, String, func +from sqlalchemy.dialects.postgresql import JSONB, UUID +from sqlalchemy.orm import DeclarativeBase, relationship class Base(DeclarativeBase): @@ -18,31 +18,30 @@ class Base(DeclarativeBase): class Article(Base): __tablename__ = "articles" - id = Column(UUID(as_uuid=True), primary_key=True, default=uuid.uuid4) - url = Column(String, unique=True, nullable=False) - url_hash = Column(String, nullable=False) - source = Column(String, nullable=True) + id = Column(UUID(as_uuid=True), primary_key=True) + url = Column(String, nullable=False, unique=True) title = Column(String, nullable=True) - content = Column(Text, nullable=True) - published_at = Column(String, nullable=True) - scraped_at = Column(String, nullable=True) + source = Column(String, nullable=True) metadata_ = Column("metadata", JSONB, nullable=True) - correlation_id = Column(UUID(as_uuid=True), nullable=True) - topic_id = Column(UUID(as_uuid=True), nullable=True) - search_tsv = Column( - TSVECTOR, - Computed( - "to_tsvector('english', coalesce(title,'') || ' ' || coalesce(content,''))", - persisted=True, - ), - nullable=True, + created_at = Column( + DateTime(timezone=True), + nullable=False, + server_default=func.now(), + default=lambda: datetime.now(timezone.utc), ) + updated_at = Column( + DateTime(timezone=True), + nullable=False, + server_default=func.now(), + server_onupdate=func.now(), + default=lambda: datetime.now(timezone.utc), + ) + + chunks = relationship("ArticleChunk", back_populates="article", cascade="all, delete-orphan") __table_args__ = ( Index("idx_articles_source", "source"), - Index("idx_articles_scraped_at", "scraped_at"), - Index("idx_articles_topic_id", "topic_id"), - Index("idx_articles_tsv", "search_tsv", postgresql_using="gin"), + Index("idx_articles_url", "url"), ) def __repr__(self) -> str: diff --git a/src/chatbot_plugin/models/chunk.py b/src/chatbot_plugin/models/chunk.py new file mode 100644 index 0000000..4a9f8f6 --- /dev/null +++ b/src/chatbot_plugin/models/chunk.py @@ -0,0 +1,47 @@ +"""Chunk model — stores pre-chunked, pre-embedded article data. + +Each chunk belongs to an Article and holds a dense vector (pgvector) +and optional sparse vector (JSONB lexical weights). +""" + +from sqlalchemy import Column, ForeignKey, Integer, Text, DateTime, UniqueConstraint, func +from sqlalchemy.dialects.postgresql import JSONB, UUID +from sqlalchemy.orm import relationship + +from pgvector.sqlalchemy import Vector + +from chatbot_plugin.config import settings +from chatbot_plugin.models.article import Base + + +class ArticleChunk(Base): + __tablename__ = "article_chunks" + + id = Column(UUID(as_uuid=True), primary_key=True, server_default=func.gen_random_uuid()) + article_id = Column( + UUID(as_uuid=True), + ForeignKey("articles.id", ondelete="CASCADE"), + nullable=False, + ) + chunk_index = Column(Integer, nullable=False) + content = Column(Text, nullable=False) + dense_vector = Column( + Vector(settings.embedding_dimension), + nullable=True, + ) + sparse_vector = Column(JSONB, nullable=True) + created_at = Column( + DateTime(timezone=True), + nullable=False, + server_default=func.now(), + ) + + # String reference avoids any import-order issues + article = relationship("Article", back_populates="chunks") + + __table_args__ = ( + UniqueConstraint("article_id", "chunk_index", name="uq_article_chunk_idx"), + ) + + def __repr__(self) -> str: + return f"" diff --git a/src/chatbot_plugin/rag/__init__.py b/src/chatbot_plugin/rag/__init__.py deleted file mode 100644 index 78847f0..0000000 --- a/src/chatbot_plugin/rag/__init__.py +++ /dev/null @@ -1,5 +0,0 @@ -"""RAG pipeline components.""" - -from chatbot_plugin.rag.retriever import Retriever - -__all__ = ["Retriever"] diff --git a/src/chatbot_plugin/rag/chain.py b/src/chatbot_plugin/rag/chain.py deleted file mode 100644 index 885a069..0000000 --- a/src/chatbot_plugin/rag/chain.py +++ /dev/null @@ -1,32 +0,0 @@ -"""RAG chain — combines retrieval, prompt, and LLM. - -Spec reference: specs/rag-pipeline.md — RAG Chain -""" - -from chatbot_plugin.llm.resilient_llm_service import ResilientLLMService -from chatbot_plugin.rag.prompt import build_messages - - -async def rag_generate( - query: str, - articles: list[dict], - llm_service: ResilientLLMService, -) -> str: - """Run the RAG chain: build messages → call LLM → return reply. - - Args: - query: User's question. - articles: Retrieved articles with 'title' and 'content'. - llm_service: Resilient LLM service with fallback chain. - - Returns: - LLM-generated reply string. - - Raises: - RuntimeError: If all LLM providers fail. - """ - system_prompt, human_prompt = build_messages(query, articles) - result = await llm_service.generate(system_prompt, human_prompt) - if result is None: - raise RuntimeError("All LLM providers failed") - return result diff --git a/src/chatbot_plugin/rag/prompt.py b/src/chatbot_plugin/rag/prompt.py deleted file mode 100644 index 049e243..0000000 --- a/src/chatbot_plugin/rag/prompt.py +++ /dev/null @@ -1,90 +0,0 @@ -"""Prompt templates and context assembly for RAG. - -Spec reference: specs/rag-pipeline.md — Prompt Builder -""" - -from chatbot_plugin.config import settings - -SYSTEM_PROMPT = """\ -You are an assistant that answers questions based on the provided article excerpts. -Always cite your sources using [source: article_title] notation. -If the provided articles do not contain enough information, say so honestly. -Answer in the same language as the user's question.""" - -CONTEXT_TEMPLATE = """\ -[source: {title}] -{content}""" - -HUMAN_PROMPT_TEMPLATE = """\ -## Relevant Articles - -{context} - -## User Question - -{query}""" - - -def build_context(articles: list[dict], max_tokens: int | None = None) -> str: - """Assemble article excerpts into a context string with token budget. - - Args: - articles: List of dicts with 'title' and 'content' keys. - max_tokens: Token budget (approx 4 chars/token). Defaults to settings. - - Returns: - Formatted context string, truncated to budget. - """ - if max_tokens is None: - max_tokens = settings.max_context_tokens - - max_chars = max_tokens * 4 # rough char-to-token estimate - parts: list[str] = [] - total_chars = 0 - - for article in articles: - title = article.get("title", "Untitled") - content = article.get("content", "") - - # Calculate template overhead (everything except the content) - template_overhead = len(CONTEXT_TEMPLATE.format(title=title, content="")) - snippet_budget = max_chars - total_chars - template_overhead - - if snippet_budget <= 0: - break - - if len(content) <= snippet_budget: - snippet = CONTEXT_TEMPLATE.format(title=title, content=content) - elif snippet_budget - 3 > 100: # 3 chars for "..." - snippet = CONTEXT_TEMPLATE.format( - title=title, - content=content[:snippet_budget - 3] + "...", - ) - else: - break - - parts.append(snippet) - total_chars += len(snippet) - - return "\n\n".join(parts) - - -def build_messages(query: str, articles: list[dict]) -> tuple[str, str]: - """Build RAG prompt as (system_prompt, human_prompt) tuple. - - Separating system and human prompts allows LLM providers to use - proper system message handling for better instruction following. - - Args: - query: User's question. - articles: List of dicts with 'title' and 'content' keys. - - Returns: - (system_prompt, human_prompt) tuple. - """ - context = build_context(articles) - human_prompt = HUMAN_PROMPT_TEMPLATE.format( - context=context or "No relevant articles found.", - query=query, - ) - return SYSTEM_PROMPT, human_prompt diff --git a/src/chatbot_plugin/rag/retriever.py b/src/chatbot_plugin/rag/retriever.py deleted file mode 100644 index e7075a5..0000000 --- a/src/chatbot_plugin/rag/retriever.py +++ /dev/null @@ -1,59 +0,0 @@ -"""Retriever — retrieves relevant articles/chunks from PostgreSQL. - -Spec reference: specs/rag-pipeline.md — Retriever - -Phase 1: full-text search via search_tsv (generated tsvector column) + GIN index. -Phase 2: hybrid (dense + sparse) with RRF fusion. -""" - -from sqlalchemy import text -from sqlalchemy.ext.asyncio import AsyncSession - - -class Retriever: - """Retrieves ranked articles using PostgreSQL full-text search. - - Uses the ``search_tsv`` stored generated column with a GIN index - for efficient full-text search. Phase 2 will add dense vector - search and RRF fusion. - """ - - def __init__(self, db: AsyncSession) -> None: - self.db = db - - async def search( - self, query: str, limit: int = 10, topic_id: str | None = None - ) -> list[dict]: - """Full-text search on articles using the search_tsv GIN-indexed column. - - Args: - query: Search query string. - limit: Max results. - topic_id: Optional topic filter. - - Returns: - List of article dicts with id, title, content, rank. - """ - params: dict = {"query": query, "limit": limit} - topic_filter = "" - if topic_id is not None: - topic_filter = "AND topic_id = :topic_id" - params["topic_id"] = topic_id - - sql = text(f""" - SELECT id, title, content, - ts_rank(search_tsv, plainto_tsquery('english', :query)) AS rank - FROM articles - WHERE search_tsv @@ plainto_tsquery('english', :query) - {topic_filter} - ORDER BY rank DESC - LIMIT :limit - """) - - result = await self.db.execute(sql, params) - rows = result.mappings().all() - # Normalize ts_rank (unbounded) to 0-1 using rank/(rank+1) - return [ - {**dict(row), "rank": row["rank"] / (row["rank"] + 1) if row["rank"] else 0.0} - for row in rows - ] diff --git a/src/chatbot_plugin/routers.py b/src/chatbot_plugin/routers.py index 7a51976..a6f879f 100644 --- a/src/chatbot_plugin/routers.py +++ b/src/chatbot_plugin/routers.py @@ -1,85 +1,27 @@ -"""FastAPI router for the chatbot plugin. +"""FastAPI router for the toolbox. -Mount this router into the scrape-and-analyze backend to enable chat endpoints. - -Usage:: - - from chatbot_plugin.routers import chat_router - app.include_router(chat_router, prefix="/chat", tags=["chat"]) +Mounted under /tools in the standalone server (main.py). +External services POST chunk + embedding data here. """ from fastapi import APIRouter, Depends from sqlalchemy.ext.asyncio import AsyncSession from chatbot_plugin.contracts import ( - ChatMessageRequest, - ChatMessageResponse, - SearchRequest, - SearchResponse, - IndexRequest, - IndexResponse, - StatusResponse, + StoreChunksRequest, + StoreChunksResponse, ) from chatbot_plugin.db import get_db -from chatbot_plugin.llm.resilient_llm_service import ResilientLLMService -from chatbot_plugin.service import ChatbotService - -chat_router = APIRouter() - -# Module-level LLM service, initialized at app startup -_llm_service: ResilientLLMService | None = None - - -def init_llm_service() -> None: - """Initialize the LLM service. Call once at app startup.""" - global _llm_service - from chatbot_plugin.llm.bootstrap import build_llm_service - from chatbot_plugin.config import settings - _llm_service = build_llm_service(path=settings.llm_providers_path) - - -def _service(db: AsyncSession = Depends(get_db)) -> ChatbotService: - if _llm_service is None: - init_llm_service() - return ChatbotService(db, _llm_service) - - -def set_llm_service(service: ResilientLLMService) -> None: - """Set the LLM service explicitly. Used for testing.""" - global _llm_service - _llm_service = service - - -@chat_router.post("/message", response_model=ChatMessageResponse) -async def send_message( - req: ChatMessageRequest, - service: ChatbotService = Depends(_service), -) -> ChatMessageResponse: - """Send a message to the chatbot and receive a response.""" - return await service.chat(req.message, req.user_id) - - -@chat_router.post("/search", response_model=SearchResponse) -async def search( - req: SearchRequest, - service: ChatbotService = Depends(_service), -) -> SearchResponse: - """Pure full-text search without LLM generation.""" - return await service.search(req.query, req.top_k, req.topic_id) - +from chatbot_plugin.service import ToolboxService -@chat_router.post("/index", status_code=202, response_model=IndexResponse) -async def trigger_index( - req: IndexRequest, - service: ChatbotService = Depends(_service), -) -> IndexResponse: - """Trigger embedding indexing for articles.""" - return await service.trigger_index(req.article_id) +toolbox_router = APIRouter() -@chat_router.get("/status", response_model=StatusResponse) -async def get_status( - service: ChatbotService = Depends(_service), -) -> StatusResponse: - """Check indexing status and vector store stats.""" - return await service.get_status() +@toolbox_router.post("/chunks", status_code=201, response_model=StoreChunksResponse) +async def store_chunks( + req: StoreChunksRequest, + db: AsyncSession = Depends(get_db), +) -> StoreChunksResponse: + """Store or update an article and its pre-chunked pre-embedded data.""" + service = ToolboxService(db) + return await service.store_chunks(req) diff --git a/src/chatbot_plugin/service.py b/src/chatbot_plugin/service.py index 0a7304e..70084ec 100644 --- a/src/chatbot_plugin/service.py +++ b/src/chatbot_plugin/service.py @@ -1,138 +1,98 @@ -"""Chatbot service — core chat logic. +"""Toolbox service — handles chunk storage. -Orchestrates context retrieval and LLM calls. -Spec reference: specs/chat-api.md +Orchestrates article upserts and chunk persistence. +Spec reference: specs/toolbox-api.md """ -import uuid +from uuid import UUID -from sqlalchemy import text +from fastapi import HTTPException +from sqlalchemy import delete, select from sqlalchemy.ext.asyncio import AsyncSession from chatbot_plugin.config import settings from chatbot_plugin.contracts import ( - ChatMessageResponse, - SearchResponse, - IndexResponse, - StatusResponse, - ArticleRef, - ChunkResult, + StoreChunksRequest, + StoreChunksResponse, ) -from chatbot_plugin.llm.resilient_llm_service import ResilientLLMService -from chatbot_plugin.rag.chain import rag_generate -from chatbot_plugin.rag.retriever import Retriever +from chatbot_plugin.models import Article, ArticleChunk -class ChatbotService: - """Handles message processing: context retrieval + LLM response generation.""" +class ToolboxService: + """Handles article metadata storage and chunk persistence.""" - def __init__(self, db: AsyncSession, llm_service: ResilientLLMService) -> None: + def __init__(self, db: AsyncSession) -> None: self.db = db - self.llm_service = llm_service - self.retriever = Retriever(db) - self._indexing_articles: set[str] = set() - async def chat(self, message: str, user_id: str | None = None) -> ChatMessageResponse: - """Process a user message and return a chatbot reply. + async def store_chunks(self, request: StoreChunksRequest) -> StoreChunksResponse: + """Upsert an article and store its chunks. - Args: - message: The user's input message. - user_id: Optional user identifier for per-user context. - - Returns: - ChatMessageResponse with reply and articles_used. - - Raises: - HTTPException: 503 if LLM provider is unavailable. - """ - from fastapi import HTTPException - - # 1. Retrieve relevant articles via full-text search - articles = await self.retriever.search(message, limit=settings.max_context_articles) - - # 2. Generate reply via RAG chain - try: - reply = await rag_generate(message, articles, self.llm_service) - except RuntimeError: - raise HTTPException(status_code=503, detail="LLM provider unavailable") - except (ConnectionError, TimeoutError) as e: - raise HTTPException(status_code=503, detail="LLM provider unavailable") from e - - # 3. Build response with article references - articles_used = [ - ArticleRef(id=str(a["id"]), title=a["title"] or "Untitled") - for a in articles - ] - return ChatMessageResponse(reply=reply, articles_used=articles_used) - - async def search( - self, query: str, top_k: int = 10, topic_id: str | None = None - ) -> SearchResponse: - """Pure full-text search without LLM generation. - - Args: - query: Search query string. - top_k: Number of results to return. - topic_id: Optional topic filter. - - Returns: - SearchResponse with ranked chunks (Phase 1: whole articles as chunks). - """ - articles = await self.retriever.search(query, limit=top_k, topic_id=topic_id) - chunks = [ - ChunkResult( - content=a["content"] or "", - article_id=str(a["id"]), - article_title=a["title"] or "Untitled", - score=a["rank"], - ) - for a in articles - ] - return SearchResponse(chunks=chunks) - - async def trigger_index(self, article_id: str | None = None) -> IndexResponse: - """Trigger embedding indexing (Phase 2 implementation). + If the article already exists, its metadata is updated and all + existing chunks are replaced. Args: - article_id: Single article to index, or None for all unindexed. + request: StoreChunksRequest with article info and chunk data. Returns: - IndexResponse with job_id and status. + StoreChunksResponse with count of stored chunks. Raises: - HTTPException: 404 if article_id not found, 409 if already indexing. + HTTPException: 400 if dense_vector dimension does not match settings. """ - from fastapi import HTTPException - - if article_id is not None: - if article_id in self._indexing_articles: - raise HTTPException(status_code=409, detail="Indexing already in progress") - result = await self.db.execute( - text("SELECT id FROM articles WHERE id = :id"), - {"id": article_id}, + expected_dim = settings.embedding_dimension + for chunk in request.chunks: + if len(chunk.dense_vector) != expected_dim: + raise HTTPException( + status_code=400, + detail=( + f"Dense vector dimension mismatch at chunk_index={chunk.chunk_index}: " + f"expected {expected_dim}, got {len(chunk.dense_vector)}" + ), + ) + + article_id = UUID(request.article.id) + + # Check for existing article + result = await self.db.execute(select(Article).where(Article.id == article_id)) + existing = result.scalar_one_or_none() + + if existing is not None: + # Update metadata + existing.url = request.article.url + existing.title = request.article.title + existing.source = request.article.source + existing.metadata_ = request.article.metadata + + # Delete old chunks + await self.db.execute( + delete(ArticleChunk).where(ArticleChunk.article_id == article_id) ) - if result.scalar() is None: - raise HTTPException(status_code=404, detail="Article not found") - self._indexing_articles.add(article_id) - - # Phase 1: stub response. Phase 2 will implement background indexing. - job_id = str(uuid.uuid4()) - - # Clean up tracking set (Phase 2 will remove after background task completes) - if article_id is not None: - self._indexing_articles.discard(article_id) - - return IndexResponse(job_id=job_id) + else: + # Create new article + new_article = Article( + id=article_id, + url=request.article.url, + title=request.article.title, + source=request.article.source, + metadata_=request.article.metadata, + ) + self.db.add(new_article) + await self.db.flush() + + # Insert new chunks + for chunk_data in request.chunks: + chunk = ArticleChunk( + article_id=article_id, + chunk_index=chunk_data.chunk_index, + content=chunk_data.content, + dense_vector=chunk_data.dense_vector, + sparse_vector=chunk_data.sparse_vector, + ) + self.db.add(chunk) - async def get_status(self) -> StatusResponse: - """Get indexing status and vector store stats. + await self.db.commit() - Returns: - StatusResponse with total_chunks, last_indexed_at, pending_articles. - """ - # Phase 1: no indexer, no chunks. Return zeros. - return StatusResponse( - total_chunks=0, - last_indexed_at=None, - pending_articles=0, + return StoreChunksResponse( + stored=len(request.chunks), + article_id=request.article.id, ) diff --git a/src/tests/conftest.py b/src/tests/conftest.py index 8386059..2558859 100644 --- a/src/tests/conftest.py +++ b/src/tests/conftest.py @@ -2,49 +2,20 @@ import pytest from httpx import ASGITransport, AsyncClient -from unittest.mock import AsyncMock -from sqlalchemy.ext.asyncio import AsyncSession - -from chatbot_plugin.routers import chat_router, set_llm_service -from chatbot_plugin.service import ChatbotService -from chatbot_plugin.llm.resilient_llm_service import ResilientLLMService from fastapi import FastAPI - -@pytest.fixture -def mock_db() -> AsyncMock: - """Mock async DB session.""" - return AsyncMock(spec=AsyncSession) - - -@pytest.fixture -def mock_llm_service() -> AsyncMock: - """Mock ResilientLLMService.""" - service = AsyncMock(spec=ResilientLLMService) - service.generate.return_value = "Mocked LLM reply" - return service - - -@pytest.fixture -def service(mock_db: AsyncMock, mock_llm_service: AsyncMock) -> ChatbotService: - """ChatbotService with mocked DB and LLM.""" - return ChatbotService(mock_db, mock_llm_service) +from chatbot_plugin.main import app as toolbox_app @pytest.fixture -def app(mock_llm_service: AsyncMock) -> FastAPI: - """Create a test FastAPI app with chat routes and mock LLM service.""" - set_llm_service(mock_llm_service) - app = FastAPI() - app.include_router(chat_router, prefix="/chat", tags=["chat"]) - yield app - # Teardown: reset LLM service to avoid leaking between tests - set_llm_service(None) +def app() -> FastAPI: + """Return the toolbox FastAPI app.""" + return toolbox_app @pytest.fixture async def client(app: FastAPI) -> AsyncClient: - """Async test client for the chat API.""" + """Async test client for the toolbox API.""" transport = ASGITransport(app=app) async with AsyncClient(transport=transport, base_url="http://test") as c: yield c diff --git a/src/tests/contracts/test_contracts.py b/src/tests/contracts/test_contracts.py index 5f34180..a44779a 100644 --- a/src/tests/contracts/test_contracts.py +++ b/src/tests/contracts/test_contracts.py @@ -1,174 +1,133 @@ -"""Contract tests — validate Pydantic models match specs/chat-api.md. +"""Contract tests — validate Pydantic models match specs/toolbox-api.md. These tests ensure: 1. Request models accept valid input and reject invalid input per spec 2. Response models produce JSON that matches the spec shape -3. Field constraints (min_length, max_length, ge, le) align with spec +3. Field constraints (min_length, ge, etc.) align with spec """ import pytest from pydantic import ValidationError from chatbot_plugin.contracts.requests import ( - ChatMessageRequest, - SearchRequest, - IndexRequest, + ArticleInfo, + ChunkData, + StoreChunksRequest, ) from chatbot_plugin.contracts.responses import ( - ChatMessageResponse, - ArticleRef, - SearchResponse, - ChunkResult, - IndexResponse, - StatusResponse, + StoreChunksResponse, ) -# ── ChatMessageRequest ── +# ── ArticleInfo ── -class TestChatMessageRequest: - def test_valid_minimal(self): - req = ChatMessageRequest(message="hello") - assert req.message == "hello" - assert req.user_id is None - def test_valid_with_user_id(self): - req = ChatMessageRequest(message="hello", user_id="user-1") - assert req.user_id == "user-1" +class TestArticleInfo: + def test_valid(self): + info = ArticleInfo( + id="a1b2c3d4-5678-90ab-cdef-1234567890ab", + url="https://example.com", + title="Title", + source="example.com", + metadata={"author": "Alice"}, + ) + assert info.id == "a1b2c3d4-5678-90ab-cdef-1234567890ab" + assert info.url == "https://example.com" - def test_empty_message_rejected(self): - with pytest.raises(ValidationError): - ChatMessageRequest(message="") + def test_optional_fields_default_none(self): + info = ArticleInfo( + id="a1b2c3d4-5678-90ab-cdef-1234567890ab", + url="https://example.com", + ) + assert info.title is None + assert info.source is None + assert info.metadata is None - def test_message_exceeds_max_length(self): + def test_id_required(self): with pytest.raises(ValidationError): - ChatMessageRequest(message="x" * 2001) - - def test_message_at_max_length(self): - req = ChatMessageRequest(message="x" * 2000) - assert len(req.message) == 2000 + ArticleInfo(url="https://example.com") - -# ── SearchRequest ── - -class TestSearchRequest: - def test_valid_defaults(self): - req = SearchRequest(query="test") - assert req.top_k == 10 - assert req.topic_id is None - - def test_top_k_bounds(self): - SearchRequest(query="test", top_k=1) - SearchRequest(query="test", top_k=50) - with pytest.raises(ValidationError): - SearchRequest(query="test", top_k=0) + def test_url_required(self): with pytest.raises(ValidationError): - SearchRequest(query="test", top_k=51) + ArticleInfo(id="a1b2c3d4-5678-90ab-cdef-1234567890ab") - def test_empty_query_rejected(self): - with pytest.raises(ValidationError): - SearchRequest(query="") - def test_query_exceeds_max_length(self): - with pytest.raises(ValidationError): - SearchRequest(query="x" * 501) +# ── ChunkData ── -# ── IndexRequest ── +class TestChunkData: + def test_valid(self): + chunk = ChunkData( + chunk_index=0, + content="Hello world", + dense_vector=[0.1] * 1024, + sparse_vector={"0": 0.5, "1": 0.3}, + ) + assert chunk.chunk_index == 0 + assert chunk.content == "Hello world" + assert len(chunk.dense_vector) == 1024 + + def test_sparse_vector_optional(self): + chunk = ChunkData( + chunk_index=0, + content="Hello world", + dense_vector=[0.1] * 1024, + ) + assert chunk.sparse_vector is None -class TestIndexRequest: - def test_valid_empty(self): - req = IndexRequest() - assert req.article_id is None + def test_chunk_index_negative_rejected(self): + with pytest.raises(ValidationError): + ChunkData( + chunk_index=-1, + content="text", + dense_vector=[0.1] * 1024, + ) + + def test_chunk_index_zero_accepted(self): + chunk = ChunkData( + chunk_index=0, + content="text", + dense_vector=[0.1] * 1024, + ) + assert chunk.chunk_index == 0 - def test_valid_with_article_id(self): - req = IndexRequest(article_id="a1b2c3d4-5678-90ab-cdef-1234567890ab") - assert req.article_id is not None +# ── StoreChunksRequest ── -# ── ChatMessageResponse ── -class TestChatMessageResponse: - def test_valid_with_articles(self): - resp = ChatMessageResponse( - reply="Based on articles...", - articles_used=[ - ArticleRef(id="uuid-1", title="Article One"), - ArticleRef(id="uuid-2", title="Article Two"), +class TestStoreChunksRequest: + def test_valid(self): + req = StoreChunksRequest( + article=ArticleInfo(id="uuid-1", url="https://example.com"), + chunks=[ + ChunkData(chunk_index=0, content="c1", dense_vector=[0.1] * 1024) ], ) - assert len(resp.articles_used) == 2 - - def test_no_articles_empty_list(self): - resp = ChatMessageResponse(reply="No relevant articles found.", articles_used=[]) - assert resp.articles_used == [] + assert req.article.id == "uuid-1" + assert len(req.chunks) == 1 - def test_json_matches_spec(self): - resp = ChatMessageResponse( - reply="test reply", - articles_used=[ArticleRef(id="uuid-1", title="T1")], - ) - data = resp.model_dump() - assert "reply" in data - assert "articles_used" in data - assert data["articles_used"][0]["id"] == "uuid-1" - assert data["articles_used"][0]["title"] == "T1" - - -# ── SearchResponse ── - -class TestSearchResponse: - def test_valid_with_chunks(self): - resp = SearchResponse( + def test_multiple_chunks(self): + req = StoreChunksRequest( + article=ArticleInfo(id="uuid-1", url="https://example.com"), chunks=[ - ChunkResult( - content="chunk text", - article_id="uuid-1", - article_title="Article One", - score=0.87, - ) - ] + ChunkData(chunk_index=0, content="c1", dense_vector=[0.1] * 1024), + ChunkData(chunk_index=1, content="c2", dense_vector=[0.2] * 1024), + ], ) - assert len(resp.chunks) == 1 - assert resp.chunks[0].score == 0.87 + assert len(req.chunks) == 2 + assert req.chunks[1].chunk_index == 1 - def test_no_results_empty_list(self): - resp = SearchResponse(chunks=[]) - assert resp.chunks == [] - def test_score_bounds(self): - ChunkResult(content="t", article_id="u", article_title="T", score=0.0) - ChunkResult(content="t", article_id="u", article_title="T", score=1.0) - with pytest.raises(ValidationError): - ChunkResult(content="t", article_id="u", article_title="T", score=1.1) - with pytest.raises(ValidationError): - ChunkResult(content="t", article_id="u", article_title="T", score=-0.1) +# ── StoreChunksResponse ── -# ── IndexResponse ── - -class TestIndexResponse: +class TestStoreChunksResponse: def test_valid(self): - resp = IndexResponse(job_id="job-uuid-1") - assert resp.status == "started" + resp = StoreChunksResponse(stored=5, article_id="uuid-1") + assert resp.stored == 5 + assert resp.article_id == "uuid-1" def test_json_matches_spec(self): - resp = IndexResponse(job_id="job-uuid-1") + resp = StoreChunksResponse(stored=3, article_id="uuid-1") data = resp.model_dump() - assert data == {"job_id": "job-uuid-1", "status": "started"} - - -# ── StatusResponse ── - -class TestStatusResponse: - def test_valid_never_indexed(self): - resp = StatusResponse(total_chunks=0, last_indexed_at=None, pending_articles=5) - assert resp.last_indexed_at is None - - def test_valid_with_timestamp(self): - resp = StatusResponse( - total_chunks=1523, - last_indexed_at="2026-05-20T10:00:00Z", - pending_articles=5, - ) - assert resp.total_chunks == 1523 + assert data == {"stored": 3, "article_id": "uuid-1"} diff --git a/src/tests/llm/__init__.py b/src/tests/llm/__init__.py deleted file mode 100644 index e69de29..0000000 diff --git a/src/tests/llm/test_base_provider.py b/src/tests/llm/test_base_provider.py deleted file mode 100644 index 51d0999..0000000 --- a/src/tests/llm/test_base_provider.py +++ /dev/null @@ -1,91 +0,0 @@ -"""Tests for BaseProvider retry logic and _is_retryable.""" - -import pytest - -from chatbot_plugin.llm.base_provider import BaseProvider, _is_retryable -from chatbot_plugin.llm.rate_limit.quota_strategy import RateLimitExhausted - - -# ── _is_retryable() ── - - -def test_retryable_generic_exception(): - assert _is_retryable(ConnectionError("timeout")) is True - - -def test_retryable_runtime_error(): - assert _is_retryable(RuntimeError("oops")) is True - - -def test_not_retryable_rate_limit_exhausted(): - assert _is_retryable(RateLimitExhausted()) is False - - -def test_not_retryable_value_error(): - assert _is_retryable(ValueError("bad value")) is False - - -def test_not_retryable_key_error(): - assert _is_retryable(KeyError("missing")) is False - - -# ── BaseProvider.generate() ── - - -class _StubProvider(BaseProvider): - """Test double that records calls and simulates _call_api behavior.""" - - def __init__(self, side_effects: list): - super().__init__(model="stub-model") - self._side_effects = list(side_effects) - self._call_count = 0 - - async def _call_api(self, system_prompt: str, human_prompt: str) -> str: - self._call_count += 1 - if self._side_effects: - result = self._side_effects.pop(0) - if isinstance(result, Exception): - raise result - return result - return "default" - - -@pytest.mark.asyncio -async def test_generate_success(): - provider = _StubProvider(["hello"]) - result = await provider.generate("sys", "human") - assert result == "hello" - - -@pytest.mark.asyncio -async def test_generate_retries_on_transient_error(): - provider = _StubProvider([ConnectionError("timeout"), "recovered"]) - result = await provider.generate("sys", "human") - assert result == "recovered" - assert provider._call_count == 2 - - -@pytest.mark.asyncio -async def test_generate_raises_rate_limit_exhausted(): - provider = _StubProvider([RateLimitExhausted()]) - with pytest.raises(RateLimitExhausted): - await provider.generate("sys", "human") - - -@pytest.mark.asyncio -async def test_generate_returns_none_on_non_retryable_error(): - provider = _StubProvider([ValueError("bad data")]) - result = await provider.generate("sys", "human") - assert result is None - - -@pytest.mark.asyncio -async def test_generate_returns_none_after_exhausted_retries(): - provider = _StubProvider([ - ConnectionError("fail1"), - ConnectionError("fail2"), - ConnectionError("fail3"), - ]) - result = await provider.generate("sys", "human") - assert result is None - assert provider._call_count == 3 diff --git a/src/tests/llm/test_bootstrap.py b/src/tests/llm/test_bootstrap.py deleted file mode 100644 index 264531e..0000000 --- a/src/tests/llm/test_bootstrap.py +++ /dev/null @@ -1,114 +0,0 @@ -"""Tests for LLM bootstrap factory.""" - -import os -import tempfile - -import pytest - -from chatbot_plugin.llm.bootstrap import build_llm_service, _create_provider, _create_strategy -from chatbot_plugin.llm.rate_limit import SlidingWindowStrategy, NoOpStrategy - - -# ── _create_provider() ── - - -def test_create_provider_claude(): - provider = _create_provider("claude", "key", "model") - assert provider is not None - assert provider._model == "model" - - -def test_create_provider_gemini(): - provider = _create_provider("gemini", "key", "model") - assert provider is not None - assert provider._model == "model" - - -def test_create_provider_openrouter(): - provider = _create_provider("openrouter", "key", "model") - assert provider is not None - assert provider._model == "model" - - -def test_create_provider_unknown_returns_none(): - assert _create_provider("unknown", "key", "model") is None - - -# ── _create_strategy() ── - - -def test_create_strategy_sliding_window(): - cfg = {"type": "sliding_window", "rpm": 5, "tpm": 1000, "rpd": 200} - strategy = _create_strategy(cfg) - assert isinstance(strategy, SlidingWindowStrategy) - - -def test_create_strategy_sliding_window_defaults(): - cfg = {"type": "sliding_window"} - strategy = _create_strategy(cfg) - assert isinstance(strategy, SlidingWindowStrategy) - - -def test_create_strategy_no_op_for_empty(): - strategy = _create_strategy({}) - assert isinstance(strategy, NoOpStrategy) - - -def test_create_strategy_no_op_for_unknown(): - strategy = _create_strategy({"type": "unknown"}) - assert isinstance(strategy, NoOpStrategy) - - -# ── build_llm_service() ── - - -def _write_toml(content: str) -> str: - fd, path = tempfile.mkstemp(suffix=".toml") - with os.fdopen(fd, "w") as f: - f.write(content) - return path - - -def test_build_llm_service_raises_on_no_providers(): - path = _write_toml("") - try: - with pytest.raises(ValueError, match="No valid LLM providers"): - build_llm_service(path) - finally: - os.unlink(path) - - -def test_build_llm_service_skips_missing_api_key(monkeypatch): - path = _write_toml('[[providers]]\nname = "claude"\nmodel = "m"\napi_key_env = "NO_SUCH_KEY"\npriority = 1\n') - # Ensure the env var is NOT set - monkeypatch.delenv("NO_SUCH_KEY", raising=False) - try: - with pytest.raises(ValueError, match="No valid LLM providers"): - build_llm_service(path) - finally: - os.unlink(path) - - -def test_build_llm_service_skips_unknown_provider(monkeypatch): - monkeypatch.setenv("TEST_KEY", "sk-test") - path = _write_toml( - '[[providers]]\nname = "unknown"\nmodel = "m"\napi_key_env = "TEST_KEY"\npriority = 1\n' - ) - try: - with pytest.raises(ValueError, match="No valid LLM providers"): - build_llm_service(path) - finally: - os.unlink(path) - - -def test_build_llm_service_success(monkeypatch): - monkeypatch.setenv("TEST_KEY", "sk-test") - path = _write_toml( - '[[providers]]\nname = "claude"\nmodel = "claude-sonnet-4-6-20250514"\napi_key_env = "TEST_KEY"\npriority = 1\n' - '\n[[providers]]\nname = "gemini"\nmodel = "gemini-2.5-flash"\napi_key_env = "TEST_KEY"\npriority = 2\n' - ) - try: - service = build_llm_service(path) - assert service is not None - finally: - os.unlink(path) diff --git a/src/tests/llm/test_provider_implementations.py b/src/tests/llm/test_provider_implementations.py deleted file mode 100644 index edacdb9..0000000 --- a/src/tests/llm/test_provider_implementations.py +++ /dev/null @@ -1,252 +0,0 @@ -"""Tests for individual LLM provider implementations.""" - -import pytest -from unittest.mock import AsyncMock, MagicMock, patch - -from chatbot_plugin.llm.rate_limit.quota_strategy import RateLimitExhausted - - -# ── ClaudeProvider ── - - -class TestClaudeProvider: - def _make_provider(self): - with patch("chatbot_plugin.llm.claude_provider.anthropic") as mock_anthropic: - mock_client = AsyncMock() - mock_anthropic.AsyncAnthropic.return_value = mock_client - from chatbot_plugin.llm.claude_provider import ClaudeProvider - provider = ClaudeProvider(api_key="sk-test", model="claude-sonnet-4-6-20250514") - return provider, mock_client - - @pytest.mark.asyncio - async def test_call_api_success(self): - provider, mock_client = self._make_provider() - mock_response = MagicMock() - mock_response.content = [MagicMock(text="Hello from Claude")] - mock_response.usage.input_tokens = 10 - mock_response.usage.output_tokens = 5 - mock_client.messages.create.return_value = mock_response - - result = await provider._call_api("sys", "human") - assert result == "Hello from Claude" - - @pytest.mark.asyncio - async def test_call_api_uses_correct_params(self): - provider, mock_client = self._make_provider() - mock_response = MagicMock() - mock_response.content = [MagicMock(text="ok")] - mock_response.usage.input_tokens = 0 - mock_response.usage.output_tokens = 0 - mock_client.messages.create.return_value = mock_response - - await provider._call_api("system-instr", "user-msg") - call_kwargs = mock_client.messages.create.call_args - assert call_kwargs.kwargs["model"] == "claude-sonnet-4-6-20250514" - assert call_kwargs.kwargs["system"] == "system-instr" - assert call_kwargs.kwargs["messages"] == [{"role": "user", "content": "user-msg"}] - - @pytest.mark.asyncio - async def test_call_api_rate_limit_raises(self): - with patch("chatbot_plugin.llm.claude_provider.anthropic") as mock_anthropic: - import anthropic as real_anthropic - mock_client = AsyncMock() - mock_anthropic.AsyncAnthropic.return_value = mock_client - mock_anthropic.RateLimitError = real_anthropic.RateLimitError - from chatbot_plugin.llm.claude_provider import ClaudeProvider - provider = ClaudeProvider(api_key="sk-test", model="claude-sonnet-4-6-20250514") - mock_client.messages.create.side_effect = real_anthropic.RateLimitError( - message="rate limit", response=MagicMock(), body=None - ) - - with pytest.raises(RateLimitExhausted): - await provider._call_api("sys", "human") - - -# ── GeminiProvider ── - - -class TestGeminiProvider: - @pytest.mark.asyncio - @patch("chatbot_plugin.llm.gemini_provider.genai") - async def test_call_api_success(self, mock_genai): - mock_client = MagicMock() - mock_genai.Client.return_value = mock_client - mock_genai.GenerateContentConfig = MagicMock() - from chatbot_plugin.llm.gemini_provider import GeminiProvider - provider = GeminiProvider(api_key="test-key", model="gemini-2.5-flash") - - mock_response = MagicMock() - mock_response.candidates = [MagicMock(finish_reason="STOP")] - mock_response.text = "Hello from Gemini" - mock_response.usage_metadata = MagicMock( - prompt_token_count=10, candidates_token_count=5 - ) - mock_client.models.generate_content.return_value = mock_response - - result = await provider._call_api("sys", "human") - assert result == "Hello from Gemini" - - @pytest.mark.asyncio - @patch("chatbot_plugin.llm.gemini_provider.genai") - async def test_call_api_no_candidates_returns_empty(self, mock_genai): - mock_client = MagicMock() - mock_genai.Client.return_value = mock_client - mock_genai.GenerateContentConfig = MagicMock() - from chatbot_plugin.llm.gemini_provider import GeminiProvider - provider = GeminiProvider(api_key="test-key", model="gemini-2.5-flash") - - mock_response = MagicMock() - mock_response.candidates = [] - mock_client.models.generate_content.return_value = mock_response - - result = await provider._call_api("sys", "human") - assert result is None - - @pytest.mark.asyncio - @patch("chatbot_plugin.llm.gemini_provider.genai") - async def test_call_api_blocked_finish_reason_returns_none(self, mock_genai): - mock_client = MagicMock() - mock_genai.Client.return_value = mock_client - mock_genai.GenerateContentConfig = MagicMock() - from chatbot_plugin.llm.gemini_provider import GeminiProvider - provider = GeminiProvider(api_key="test-key", model="gemini-2.5-flash") - - mock_response = MagicMock() - mock_candidate = MagicMock(finish_reason="SAFETY") - mock_response.candidates = [mock_candidate] - mock_client.models.generate_content.return_value = mock_response - - result = await provider._call_api("sys", "human") - assert result is None - - @pytest.mark.asyncio - @patch("chatbot_plugin.llm.gemini_provider.genai") - async def test_call_api_daily_quota_raises_rate_limit_exhausted(self, mock_genai): - mock_client = MagicMock() - mock_genai.Client.return_value = mock_client - mock_genai.GenerateContentConfig = MagicMock() - from chatbot_plugin.llm.gemini_provider import GeminiProvider - provider = GeminiProvider(api_key="test-key", model="gemini-2.5-flash") - - mock_client.models.generate_content.side_effect = Exception( - "429 RESOURCE_EXHAUSTED: PerDay limit exceeded" - ) - - with pytest.raises(RateLimitExhausted): - await provider._call_api("sys", "human") - - @pytest.mark.asyncio - @patch("chatbot_plugin.llm.gemini_provider.genai") - async def test_call_api_other_exception_reraises(self, mock_genai): - mock_client = MagicMock() - mock_genai.Client.return_value = mock_client - mock_genai.GenerateContentConfig = MagicMock() - from chatbot_plugin.llm.gemini_provider import GeminiProvider - provider = GeminiProvider(api_key="test-key", model="gemini-2.5-flash") - - mock_client.models.generate_content.side_effect = RuntimeError("network error") - - with pytest.raises(RuntimeError, match="network error"): - await provider._call_api("sys", "human") - - @pytest.mark.asyncio - @patch("chatbot_plugin.llm.gemini_provider.genai") - async def test_call_api_no_usage_metadata(self, mock_genai): - mock_client = MagicMock() - mock_genai.Client.return_value = mock_client - mock_genai.GenerateContentConfig = MagicMock() - from chatbot_plugin.llm.gemini_provider import GeminiProvider - provider = GeminiProvider(api_key="test-key", model="gemini-2.5-flash") - - mock_response = MagicMock() - mock_response.candidates = [MagicMock(finish_reason="STOP")] - mock_response.text = "ok" - mock_response.usage_metadata = None - mock_client.models.generate_content.return_value = mock_response - - result = await provider._call_api("sys", "human") - assert result == "ok" - - -# ── OpenRouterProvider ── - - -class TestOpenRouterProvider: - def _make_provider(self): - with patch("chatbot_plugin.llm.openrouter_provider.httpx") as mock_httpx: - mock_client = AsyncMock() - mock_httpx.AsyncClient.return_value = mock_client - from chatbot_plugin.llm.openrouter_provider import OpenRouterProvider - provider = OpenRouterProvider(api_key="sk-test", model="test-model") - return provider, mock_client - - @pytest.mark.asyncio - async def test_call_api_success(self): - provider, mock_client = self._make_provider() - mock_response = MagicMock() - mock_response.status_code = 200 - mock_response.raise_for_status = MagicMock() - mock_response.json.return_value = { - "choices": [{"message": {"content": "Hello from OpenRouter"}}], - "usage": {"prompt_tokens": 10, "completion_tokens": 5}, - } - mock_client.post.return_value = mock_response - - result = await provider._call_api("sys", "human") - assert result == "Hello from OpenRouter" - - @pytest.mark.asyncio - async def test_call_api_uses_correct_params(self): - provider, mock_client = self._make_provider() - mock_response = MagicMock() - mock_response.raise_for_status = MagicMock() - mock_response.json.return_value = { - "choices": [{"message": {"content": "ok"}}], - } - mock_client.post.return_value = mock_response - - await provider._call_api("system-instr", "user-msg") - call_kwargs = mock_client.post.call_args - body = call_kwargs.kwargs["json"] - assert body["model"] == "test-model" - assert body["messages"][0] == {"role": "system", "content": "system-instr"} - assert body["messages"][1] == {"role": "user", "content": "user-msg"} - - @pytest.mark.asyncio - async def test_call_api_missing_usage_defaults_to_zero(self): - provider, mock_client = self._make_provider() - mock_response = MagicMock() - mock_response.raise_for_status = MagicMock() - mock_response.json.return_value = { - "choices": [{"message": {"content": "ok"}}], - } - mock_client.post.return_value = mock_response - - result = await provider._call_api("sys", "human") - assert result == "ok" - - @pytest.mark.asyncio - async def test_call_api_429_raises_rate_limit_exhausted(self): - with patch("chatbot_plugin.llm.openrouter_provider.httpx") as mock_httpx: - mock_client = AsyncMock() - mock_httpx.AsyncClient.return_value = mock_client - from chatbot_plugin.llm.openrouter_provider import OpenRouterProvider - provider = OpenRouterProvider(api_key="sk-test", model="test-model") - - mock_response = MagicMock() - mock_response.status_code = 429 - mock_client.post.return_value = mock_response - - with pytest.raises(RateLimitExhausted): - await provider._call_api("sys", "human") - - @pytest.mark.asyncio - async def test_aclose_closes_client(self): - with patch("chatbot_plugin.llm.openrouter_provider.httpx") as mock_httpx: - mock_client = AsyncMock() - mock_httpx.AsyncClient.return_value = mock_client - from chatbot_plugin.llm.openrouter_provider import OpenRouterProvider - provider = OpenRouterProvider(api_key="sk-test", model="test-model") - - await provider.aclose() - mock_client.aclose.assert_called_once() diff --git a/src/tests/llm/test_providers.py b/src/tests/llm/test_providers.py deleted file mode 100644 index c99dcb8..0000000 --- a/src/tests/llm/test_providers.py +++ /dev/null @@ -1,85 +0,0 @@ -"""Tests for LLM provider config loading.""" - -import os -import tempfile - -import pytest - -from chatbot_plugin.llm.config import load_providers - - -def _write_toml(content: str) -> str: - """Write content to a temp TOML file and return its path.""" - fd, path = tempfile.mkstemp(suffix=".toml") - with os.fdopen(fd, "wb") as f: - f.write(content.encode()) - return path - - -class TestLoadProviders: - def test_loads_and_sorts_by_priority(self): - toml = b""" -[[providers]] -name = "claude" -priority = 2 -model = "claude-sonnet" -api_key_env = "CLAUDE_API_KEY" - -[[providers]] -name = "gemini" -priority = 1 -model = "gemini-flash" -api_key_env = "GEMINI_API_KEY" -""" - fd, path = tempfile.mkstemp(suffix=".toml") - with os.fdopen(fd, "wb") as f: - f.write(toml) - - try: - providers = load_providers(path) - assert len(providers) == 2 - assert providers[0]["name"] == "gemini" - assert providers[1]["name"] == "claude" - finally: - os.unlink(path) - - def test_missing_file_raises(self): - with pytest.raises(FileNotFoundError): - load_providers("/nonexistent/providers.toml") - - def test_empty_providers_returns_empty(self): - toml = b"\n" - fd, path = tempfile.mkstemp(suffix=".toml") - with os.fdopen(fd, "wb") as f: - f.write(toml) - - try: - providers = load_providers(path) - assert providers == [] - finally: - os.unlink(path) - - def test_strategy_parsed_correctly(self): - toml = b""" -[[providers]] -name = "gemini" -priority = 1 -model = "gemini-flash" -api_key_env = "GEMINI_API_KEY" - -[providers.strategy] -type = "sliding_window" -rpm = 5 -tpm = 250000 -rpd = 500 -""" - fd, path = tempfile.mkstemp(suffix=".toml") - with os.fdopen(fd, "wb") as f: - f.write(toml) - - try: - providers = load_providers(path) - assert providers[0]["strategy"]["rpm"] == 5 - assert providers[0]["strategy"]["tpm"] == 250000 - finally: - os.unlink(path) diff --git a/src/tests/llm/test_rate_limit.py b/src/tests/llm/test_rate_limit.py deleted file mode 100644 index d9c7108..0000000 --- a/src/tests/llm/test_rate_limit.py +++ /dev/null @@ -1,117 +0,0 @@ -"""Tests for async rate limiting strategies.""" - -import asyncio -import time - -import pytest - -from chatbot_plugin.llm.rate_limit import ( - SlidingWindowStrategy, - NoOpStrategy, - RateLimitExhausted, -) - - -class TestNoOpStrategy: - @pytest.mark.asyncio - async def test_acquire_never_blocks(self): - strategy = NoOpStrategy() - await strategy.acquire(1000) # should return immediately - - @pytest.mark.asyncio - async def test_record_usage_is_noop(self): - strategy = NoOpStrategy() - await strategy.record_usage(1000) # should not raise - - -class TestSlidingWindowStrategy: - @pytest.mark.asyncio - async def test_allows_requests_within_rpm(self): - strategy = SlidingWindowStrategy(rpm=5, tpm=10000, rpd=100) - for _ in range(5): - await strategy.acquire(100) - - @pytest.mark.asyncio - async def test_raises_on_rpd_exhausted(self): - strategy = SlidingWindowStrategy(rpm=100, tpm=100000, rpd=2) - await strategy.acquire(100) - await strategy.acquire(100) - with pytest.raises(RateLimitExhausted): - await strategy.acquire(100) - - @pytest.mark.asyncio - async def test_record_usage_updates_tpm(self): - strategy = SlidingWindowStrategy(rpm=100, tpm=100000, rpd=100) - await strategy.acquire(100) # estimated 100 tokens - await strategy.record_usage(200) # actual was 200 - - @pytest.mark.asyncio - async def test_concurrent_acquires_serialized(self): - """Multiple concurrent acquires should not exceed RPM.""" - strategy = SlidingWindowStrategy(rpm=3, tpm=100000, rpd=100) - results = [] - - async def try_acquire(): - try: - await strategy.acquire(10) - results.append("ok") - except RateLimitExhausted: - results.append("exhausted") - - # Launch 3 acquires concurrently — all should succeed (RPM=3) - await asyncio.gather(*[try_acquire() for _ in range(3)]) - assert results.count("ok") == 3 - - @pytest.mark.asyncio - async def test_rpd_zero_skips_daily_check(self): - """rpd=0 means no daily limit enforced.""" - strategy = SlidingWindowStrategy(rpm=100, tpm=100000, rpd=0) - for _ in range(50): - await strategy.acquire(10) - - @pytest.mark.asyncio - async def test_record_usage_on_empty_window_is_noop(self): - """record_usage when window is empty does not crash.""" - strategy = SlidingWindowStrategy(rpm=5, tpm=10000, rpd=100) - await strategy.record_usage(100) # no prior acquire - - @pytest.mark.asyncio - async def test_tpm_exceeds_single_request(self): - """A single request with estimated_tokens > tpm still acquires.""" - strategy = SlidingWindowStrategy(rpm=100, tpm=10, rpd=100) - # This should succeed — there's no prior load - await strategy.acquire(50) - - @pytest.mark.asyncio - async def test_rpm_wait_returns_positive_when_full(self): - """When RPM window is full, _rpm_wait returns a positive wait time.""" - strategy = SlidingWindowStrategy(rpm=2, tpm=100000, rpd=100) - await strategy.acquire(10) - await strategy.acquire(10) - # Now RPM is full — compute_wait should return > 0 - wait = await strategy._compute_wait(10) - assert wait > 0 - - @pytest.mark.asyncio - async def test_tpm_wait_returns_positive_when_full(self): - """When TPM is full, _compute_wait returns a positive wait time.""" - strategy = SlidingWindowStrategy(rpm=100, tpm=20, rpd=100) - await strategy.acquire(20) - # TPM is full — compute_wait should return > 0 - wait = await strategy._compute_wait(20) - assert wait > 0 - - @pytest.mark.asyncio - async def test_daily_counter_resets_on_new_day(self): - """Daily counter resets when the calendar day changes.""" - from datetime import date - strategy = SlidingWindowStrategy(rpm=100, tpm=100000, rpd=2) - await strategy.acquire(10) - await strategy.acquire(10) - # Daily quota exhausted - with pytest.raises(RateLimitExhausted): - await strategy.acquire(10) - # Simulate day change - strategy._daily_date = date(2000, 1, 1) - # Should succeed again after day resets - await strategy.acquire(10) diff --git a/src/tests/llm/test_resilient_service.py b/src/tests/llm/test_resilient_service.py deleted file mode 100644 index 8bfa67a..0000000 --- a/src/tests/llm/test_resilient_service.py +++ /dev/null @@ -1,122 +0,0 @@ -"""Tests for ResilientLLMService fallback chain.""" - -import pytest -from unittest.mock import AsyncMock, MagicMock - -from chatbot_plugin.llm.rate_limit import NoOpStrategy, RateLimitExhausted -from chatbot_plugin.llm.resilient_llm_service import ProviderHandler, ResilientLLMService - - -def _handler(name: str, priority: int, generate_return: str | None = "ok", - generate_side_effect=None) -> ProviderHandler: - """Create a ProviderHandler with a mock provider.""" - provider = AsyncMock() - if generate_side_effect: - provider.generate.side_effect = generate_side_effect - else: - provider.generate.return_value = generate_return - return ProviderHandler( - provider=provider, - strategy=NoOpStrategy(), - priority=priority, - name=name, - ) - - -class TestResilientLLMService: - @pytest.mark.asyncio - async def test_first_provider_succeeds(self): - h1 = _handler("gemini", 1, generate_return="gemini reply") - h2 = _handler("claude", 2, generate_return="claude reply") - service = ResilientLLMService([h1, h2]) - - result = await service.generate("sys", "human") - assert result == "gemini reply" - h2.provider.generate.assert_not_called() - - @pytest.mark.asyncio - async def test_fallback_on_none(self): - h1 = _handler("gemini", 1, generate_return=None) - h2 = _handler("claude", 2, generate_return="claude reply") - service = ResilientLLMService([h1, h2]) - - result = await service.generate("sys", "human") - assert result == "claude reply" - - @pytest.mark.asyncio - async def test_fallback_on_rate_limit_exhausted(self): - h1 = _handler("gemini", 1, generate_side_effect=RateLimitExhausted("daily")) - h2 = _handler("claude", 2, generate_return="claude reply") - service = ResilientLLMService([h1, h2]) - - result = await service.generate("sys", "human") - assert result == "claude reply" - - @pytest.mark.asyncio - async def test_all_providers_fail_returns_none(self): - h1 = _handler("gemini", 1, generate_return=None) - h2 = _handler("claude", 2, generate_return=None) - service = ResilientLLMService([h1, h2]) - - result = await service.generate("sys", "human") - assert result is None - - @pytest.mark.asyncio - async def test_handlers_sorted_by_priority(self): - h2 = _handler("claude", 2, generate_return="claude reply") - h1 = _handler("gemini", 1, generate_return="gemini reply") - service = ResilientLLMService([h2, h1]) # passed out of order - - result = await service.generate("sys", "human") - assert result == "gemini reply" # priority 1 tried first - - @pytest.mark.asyncio - async def test_fallback_on_generic_exception(self): - """Non-RateLimitExhausted exceptions also trigger fallback.""" - h1 = _handler("gemini", 1, generate_side_effect=RuntimeError("boom")) - h2 = _handler("claude", 2, generate_return="claude reply") - service = ResilientLLMService([h1, h2]) - - result = await service.generate("sys", "human") - assert result == "claude reply" - - @pytest.mark.asyncio - async def test_mixed_failures_then_success(self): - """First provider RateLimitExhausted, second returns None, third succeeds.""" - h1 = _handler("gemini", 1, generate_side_effect=RateLimitExhausted("daily")) - h2 = _handler("claude", 2, generate_return=None) - h3 = _handler("openrouter", 3, generate_return="or reply") - service = ResilientLLMService([h1, h2, h3]) - - result = await service.generate("sys", "human") - assert result == "or reply" - - -class TestProviderHandler: - @pytest.mark.asyncio - async def test_generate_acquires_and_records_on_success(self): - """ProviderHandler calls strategy.acquire and strategy.record_usage on success.""" - from chatbot_plugin.llm.resilient_llm_service import ProviderHandler - strategy = AsyncMock() - provider = AsyncMock() - provider.generate.return_value = "success" - handler = ProviderHandler(provider=provider, strategy=strategy, priority=1, name="test") - - result = await handler.generate("sys", "human") - assert result == "success" - strategy.acquire.assert_called_once() - strategy.record_usage.assert_called_once() - - @pytest.mark.asyncio - async def test_generate_skips_record_usage_on_none(self): - """ProviderHandler does not call record_usage when provider returns None.""" - from chatbot_plugin.llm.resilient_llm_service import ProviderHandler - strategy = AsyncMock() - provider = AsyncMock() - provider.generate.return_value = None - handler = ProviderHandler(provider=provider, strategy=strategy, priority=1, name="test") - - result = await handler.generate("sys", "human") - assert result is None - strategy.acquire.assert_called_once() - strategy.record_usage.assert_not_called() diff --git a/src/tests/routers/test_chat.py b/src/tests/routers/test_chat.py deleted file mode 100644 index be60275..0000000 --- a/src/tests/routers/test_chat.py +++ /dev/null @@ -1,168 +0,0 @@ -"""Router tests — validate API endpoints match specs/chat-api.md. - -These tests verify the API contract: endpoint paths, status codes, -and response shapes. Business logic is tested in service tests. -""" - -import pytest -from unittest.mock import AsyncMock, patch, MagicMock -from httpx import AsyncClient - - -# ── POST /chat/message ── - -class TestChatMessage: - @pytest.mark.asyncio - async def test_message_accepts_valid_body(self, client: AsyncClient): - with patch("chatbot_plugin.service.ChatbotService.chat", new_callable=AsyncMock) as mock: - mock.return_value = MagicMock( - reply="test", articles_used=[], model_dump=lambda: {"reply": "test", "articles_used": []} - ) - resp = await client.post("/chat/message", json={"message": "hello"}) - assert resp.status_code == 200 - data = resp.json() - assert "reply" in data - assert "articles_used" in data - - @pytest.mark.asyncio - async def test_message_empty_body_rejected(self, client: AsyncClient): - resp = await client.post("/chat/message", json={}) - assert resp.status_code == 422 - - @pytest.mark.asyncio - async def test_message_empty_string_rejected(self, client: AsyncClient): - resp = await client.post("/chat/message", json={"message": ""}) - assert resp.status_code == 422 - - @pytest.mark.asyncio - async def test_message_exceeds_max_length(self, client: AsyncClient): - resp = await client.post("/chat/message", json={"message": "x" * 2001}) - assert resp.status_code == 422 - - -# ── POST /chat/search ── - -class TestChatSearch: - @pytest.mark.asyncio - async def test_search_accepts_valid_body(self, client: AsyncClient): - with patch("chatbot_plugin.service.ChatbotService.search", new_callable=AsyncMock) as mock: - mock.return_value = MagicMock( - chunks=[], model_dump=lambda: {"chunks": []} - ) - resp = await client.post("/chat/search", json={"query": "RAG"}) - assert resp.status_code == 200 - data = resp.json() - assert "chunks" in data - - @pytest.mark.asyncio - async def test_search_empty_query_rejected(self, client: AsyncClient): - resp = await client.post("/chat/search", json={"query": ""}) - assert resp.status_code == 422 - - @pytest.mark.asyncio - async def test_search_top_k_out_of_range(self, client: AsyncClient): - resp = await client.post("/chat/search", json={"query": "RAG", "top_k": 51}) - assert resp.status_code == 422 - - -# ── POST /chat/index ── - -class TestChatIndex: - @pytest.mark.asyncio - async def test_index_no_body(self, client: AsyncClient): - with patch("chatbot_plugin.service.ChatbotService.trigger_index", new_callable=AsyncMock) as mock: - mock.return_value = MagicMock( - job_id="job-1", status="started", - model_dump=lambda: {"job_id": "job-1", "status": "started"} - ) - resp = await client.post("/chat/index", json={}) - assert resp.status_code == 202 - data = resp.json() - assert "job_id" in data - assert data["status"] == "started" - - @pytest.mark.asyncio - async def test_index_article_not_found(self, client: AsyncClient): - from fastapi import HTTPException - with patch("chatbot_plugin.service.ChatbotService.trigger_index", new_callable=AsyncMock) as mock: - mock.side_effect = HTTPException(status_code=404, detail="Article not found") - resp = await client.post( - "/chat/index", - json={"article_id": "nonexistent-uuid"}, - ) - assert resp.status_code == 404 - - -# ── GET /chat/status ── - -class TestChatStatus: - @pytest.mark.asyncio - async def test_status_returns_shape(self, client: AsyncClient): - with patch("chatbot_plugin.service.ChatbotService.get_status", new_callable=AsyncMock) as mock: - mock.return_value = MagicMock( - total_chunks=0, last_indexed_at=None, pending_articles=5, - model_dump=lambda: {"total_chunks": 0, "last_indexed_at": None, "pending_articles": 5} - ) - resp = await client.get("/chat/status") - assert resp.status_code == 200 - data = resp.json() - assert "total_chunks" in data - assert "last_indexed_at" in data - assert "pending_articles" in data - - -# ── Additional router branch tests ── - - -class TestRouterAdditional: - @pytest.mark.asyncio - async def test_message_with_user_id(self, client: AsyncClient): - """Router passes user_id through to service.chat.""" - with patch("chatbot_plugin.service.ChatbotService.chat", new_callable=AsyncMock) as mock: - mock.return_value = MagicMock( - reply="hi", articles_used=[], model_dump=lambda: {"reply": "hi", "articles_used": []} - ) - resp = await client.post("/chat/message", json={"message": "hello", "user_id": "user-1"}) - assert resp.status_code == 200 - mock.assert_called_once_with("hello", "user-1") - - @pytest.mark.asyncio - async def test_search_with_topic_id(self, client: AsyncClient): - """Router passes topic_id through to service.search.""" - with patch("chatbot_plugin.service.ChatbotService.search", new_callable=AsyncMock) as mock: - mock.return_value = MagicMock( - chunks=[], model_dump=lambda: {"chunks": []} - ) - resp = await client.post("/chat/search", json={"query": "RAG", "topic_id": "topic-1"}) - assert resp.status_code == 200 - mock.assert_called_once_with("RAG", 10, "topic-1") - - @pytest.mark.asyncio - async def test_index_with_article_id(self, client: AsyncClient): - """Router passes article_id through to service.trigger_index.""" - with patch("chatbot_plugin.service.ChatbotService.trigger_index", new_callable=AsyncMock) as mock: - mock.return_value = MagicMock( - job_id="job-1", status="started", - model_dump=lambda: {"job_id": "job-1", "status": "started"} - ) - resp = await client.post("/chat/index", json={"article_id": "uuid-1"}) - assert resp.status_code == 202 - mock.assert_called_once_with("uuid-1") - - @pytest.mark.asyncio - async def test_message_503_on_llm_failure(self, client: AsyncClient): - """Router returns 503 when service.chat raises HTTPException(503).""" - from fastapi import HTTPException - with patch("chatbot_plugin.service.ChatbotService.chat", new_callable=AsyncMock) as mock: - mock.side_effect = HTTPException(status_code=503, detail="LLM provider unavailable") - resp = await client.post("/chat/message", json={"message": "hello"}) - assert resp.status_code == 503 - - @pytest.mark.asyncio - async def test_set_llm_service_overrides(self, client: AsyncClient): - """set_llm_service can override the LLM service for testing.""" - from chatbot_plugin.routers import set_llm_service, _llm_service - # The conftest already called set_llm_service, so _llm_service is not None - # Just verify it was set - from chatbot_plugin import routers - assert routers._llm_service is not None diff --git a/src/tests/routers/test_toolbox.py b/src/tests/routers/test_toolbox.py new file mode 100644 index 0000000..b9e872b --- /dev/null +++ b/src/tests/routers/test_toolbox.py @@ -0,0 +1,139 @@ +"""Router tests — validate API endpoints match specs/toolbox-api.md. + +These tests verify the API contract: endpoint paths, status codes, +and response shapes. Business logic is tested in service tests. +""" + +import pytest +from unittest.mock import AsyncMock, patch +from httpx import AsyncClient + +from chatbot_plugin.contracts import StoreChunksResponse +from chatbot_plugin.service import ToolboxService + + +# ── POST /tools/chunks ── + + +class TestStoreChunks: + @pytest.mark.asyncio + async def test_accepts_valid_payload(self, client: AsyncClient): + with patch.object( + ToolboxService, + "store_chunks", + new_callable=AsyncMock, + ) as mock: + mock.return_value = StoreChunksResponse(stored=1, article_id="uuid-1") + resp = await client.post( + "/tools/chunks", + json={ + "article": { + "id": "uuid-1", + "url": "https://example.com", + }, + "chunks": [ + { + "chunk_index": 0, + "content": "Text chunk", + "dense_vector": [0.1] * 1024, + } + ], + }, + ) + assert resp.status_code == 201 + data = resp.json() + assert data["stored"] == 1 + assert data["article_id"] == "uuid-1" + + @pytest.mark.asyncio + async def test_rejects_empty_chunks(self, client: AsyncClient): + resp = await client.post( + "/tools/chunks", + json={ + "article": { + "id": "uuid-1", + "url": "https://example.com", + }, + "chunks": [], + }, + ) + assert resp.status_code == 422 + + @pytest.mark.asyncio + async def test_rejects_missing_article_id(self, client: AsyncClient): + resp = await client.post( + "/tools/chunks", + json={ + "article": { + "url": "https://example.com", + }, + "chunks": [ + { + "chunk_index": 0, + "content": "Text", + "dense_vector": [0.1] * 1024, + } + ], + }, + ) + assert resp.status_code == 422 + + @pytest.mark.asyncio + async def test_rejects_missing_chunks(self, client: AsyncClient): + resp = await client.post( + "/tools/chunks", + json={ + "article": { + "id": "uuid-1", + "url": "https://example.com", + }, + }, + ) + assert resp.status_code == 422 + + @pytest.mark.asyncio + async def test_rejects_wrong_dense_vector_dim(self, client: AsyncClient): + resp = await client.post( + "/tools/chunks", + json={ + "article": { + "id": "uuid-1", + "url": "https://example.com", + }, + "chunks": [ + { + "chunk_index": 0, + "content": "Text", + "dense_vector": [0.1] * 512, # wrong dimension + } + ], + }, + ) + assert resp.status_code == 400 + + @pytest.mark.asyncio + async def test_accepts_sparse_vector(self, client: AsyncClient): + with patch.object( + ToolboxService, + "store_chunks", + new_callable=AsyncMock, + ) as mock: + mock.return_value = StoreChunksResponse(stored=1, article_id="uuid-1") + resp = await client.post( + "/tools/chunks", + json={ + "article": { + "id": "uuid-1", + "url": "https://example.com", + }, + "chunks": [ + { + "chunk_index": 0, + "content": "Text", + "dense_vector": [0.1] * 1024, + "sparse_vector": {"0": 0.5}, + } + ], + }, + ) + assert resp.status_code == 201 diff --git a/src/tests/test_chain.py b/src/tests/test_chain.py deleted file mode 100644 index 603515f..0000000 --- a/src/tests/test_chain.py +++ /dev/null @@ -1,35 +0,0 @@ -"""Tests for RAG chain (rag_generate).""" - -import pytest -from unittest.mock import AsyncMock - -from chatbot_plugin.llm.rate_limit.quota_strategy import RateLimitExhausted -from chatbot_plugin.rag.chain import rag_generate - - -@pytest.mark.asyncio -async def test_rag_generate_success(): - mock_llm = AsyncMock() - mock_llm.generate.return_value = "RAG is retrieval-augmented generation." - result = await rag_generate("What is RAG?", [], mock_llm) - assert "RAG" in result - - -@pytest.mark.asyncio -async def test_rag_generate_none_raises_runtime_error(): - mock_llm = AsyncMock() - mock_llm.generate.return_value = None - with pytest.raises(RuntimeError, match="All LLM providers failed"): - await rag_generate("hello", [], mock_llm) - - -@pytest.mark.asyncio -async def test_rag_generate_passes_articles_to_prompt(): - articles = [{"title": "AI", "content": "Artificial intelligence."}] - mock_llm = AsyncMock() - mock_llm.generate.return_value = "AI response" - result = await rag_generate("What is AI?", articles, mock_llm) - assert result == "AI response" - # Verify generate was called with system and human prompts - call_args = mock_llm.generate.call_args - assert len(call_args.args) == 2 # system_prompt, human_prompt diff --git a/src/tests/test_prompt.py b/src/tests/test_prompt.py deleted file mode 100644 index 01c5868..0000000 --- a/src/tests/test_prompt.py +++ /dev/null @@ -1,93 +0,0 @@ -"""Tests for RAG prompt building.""" - -import pytest - -from chatbot_plugin.rag.prompt import build_context, build_messages, SYSTEM_PROMPT - - -# ── build_context() ── - - -def test_build_context_empty_articles(): - assert build_context([]) == "" - - -def test_build_context_single_article_fits(): - articles = [{"title": "AI", "content": "Artificial intelligence."}] - result = build_context(articles, max_tokens=100) - assert "[source: AI]" in result - assert "Artificial intelligence." in result - - -def test_build_context_multiple_articles(): - articles = [ - {"title": "A", "content": "Content A."}, - {"title": "B", "content": "Content B."}, - ] - result = build_context(articles, max_tokens=100) - assert "[source: A]" in result - assert "[source: B]" in result - - -def test_build_context_truncation_with_ellipsis(): - long_content = "x" * 500 - articles = [{"title": "Long", "content": long_content}] - result = build_context(articles, max_tokens=50) - assert "[source: Long]" in result - assert result.endswith("...") - - -def test_build_context_budget_exhausted_skips_remaining(): - articles = [ - {"title": "First", "content": "x" * 200}, - {"title": "Second", "content": "y" * 200}, - ] - result = build_context(articles, max_tokens=30) - assert "[source: First]" in result - assert "[source: Second]" not in result - - -def test_build_context_too_small_budget_skips_article(): - articles = [{"title": "Tiny", "content": "x" * 500}] - result = build_context(articles, max_tokens=5) - assert "[source: Tiny]" not in result or len(result) < 200 - - -def test_build_context_untitled_default(): - articles = [{"content": "No title here."}] - result = build_context(articles, max_tokens=100) - assert "[source: Untitled]" in result - - -def test_build_context_empty_content(): - articles = [{"title": "Empty", "content": ""}] - result = build_context(articles, max_tokens=100) - assert "[source: Empty]" in result - - -def test_build_context_defaults_to_settings_max_tokens(): - articles = [{"title": "Test", "content": "Hello"}] - result = build_context(articles) - assert "[source: Test]" in result - - -# ── build_messages() ── - - -def test_build_messages_returns_tuple(): - system, human = build_messages("What is AI?", []) - assert system == SYSTEM_PROMPT - assert "What is AI?" in human - - -def test_build_messages_empty_articles_fallback(): - system, human = build_messages("Hello", []) - assert "No relevant articles found." in human - - -def test_build_messages_with_articles(): - articles = [{"title": "AI", "content": "Artificial intelligence."}] - system, human = build_messages("What is AI?", articles) - assert system == SYSTEM_PROMPT - assert "[source: AI]" in human - assert "What is AI?" in human diff --git a/src/tests/test_retriever.py b/src/tests/test_retriever.py deleted file mode 100644 index 69d5187..0000000 --- a/src/tests/test_retriever.py +++ /dev/null @@ -1,124 +0,0 @@ -"""Tests for Retriever — full-text search via search_tsv + GIN index.""" - -import pytest -from unittest.mock import AsyncMock, MagicMock - -from chatbot_plugin.rag.retriever import Retriever - - -def _mock_result(rows: list[dict] | None = None): - """Build a mock DB result that supports .mappings().all().""" - result = MagicMock() - result.mappings.return_value.all.return_value = rows or [] - return result - - -@pytest.mark.asyncio -async def test_search_uses_search_tsv_column(): - """Retriever must use search_tsv column, not on-the-fly to_tsvector.""" - mock_db = AsyncMock() - mock_db.execute.return_value = _mock_result([]) - - retriever = Retriever(mock_db) - await retriever.search("test query") - - sql_text = str(mock_db.execute.call_args[0][0]) - # Must use search_tsv directly (enables GIN index) - assert "search_tsv @@" in sql_text - assert "ts_rank(search_tsv" in sql_text - # Must NOT compute to_tsvector in WHERE clause - where_clause = sql_text.split("WHERE")[1].split("ORDER BY")[0] - assert "to_tsvector" not in where_clause - - -@pytest.mark.asyncio -async def test_search_returns_correct_shape(): - mock_db = AsyncMock() - mock_db.execute.return_value = _mock_result( - rows=[ - {"id": "uuid-1", "title": "Article A", "content": "Content A", "rank": 4.0}, - {"id": "uuid-2", "title": "Article B", "content": "Content B", "rank": 1.0}, - ] - ) - - retriever = Retriever(mock_db) - results = await retriever.search("RAG") - - assert len(results) == 2 - assert results[0]["id"] == "uuid-1" - # rank normalized: 4.0 / (4.0 + 1) = 0.8 - assert results[0]["rank"] == pytest.approx(0.8, abs=0.01) - - -@pytest.mark.asyncio -async def test_search_with_topic_id(): - mock_db = AsyncMock() - mock_db.execute.return_value = _mock_result([]) - - retriever = Retriever(mock_db) - await retriever.search("RAG", topic_id="topic-uuid") - - sql_text = str(mock_db.execute.call_args[0][0]) - assert "topic_id" in sql_text - params = mock_db.execute.call_args[0][1] - assert params["topic_id"] == "topic-uuid" - - -@pytest.mark.asyncio -async def test_search_no_topic_id(): - mock_db = AsyncMock() - mock_db.execute.return_value = _mock_result([]) - - retriever = Retriever(mock_db) - await retriever.search("RAG") - - sql_text = str(mock_db.execute.call_args[0][0]) - assert "topic_id" not in sql_text - - -@pytest.mark.asyncio -async def test_search_no_results(): - mock_db = AsyncMock() - mock_db.execute.return_value = _mock_result([]) - - retriever = Retriever(mock_db) - results = await retriever.search("nonexistent") - assert results == [] - - -@pytest.mark.asyncio -async def test_search_uses_plainto_tsquery(): - mock_db = AsyncMock() - mock_db.execute.return_value = _mock_result([]) - - retriever = Retriever(mock_db) - await retriever.search("test query") - - sql_text = str(mock_db.execute.call_args[0][0]) - assert "plainto_tsquery" in sql_text - - -@pytest.mark.asyncio -async def test_search_normalizes_score_to_0_1(): - """ts_rank is unbounded; retriever must normalize to 0-1 range.""" - mock_db = AsyncMock() - mock_db.execute.return_value = _mock_result( - rows=[{"id": "uuid-1", "title": "A", "content": "C", "rank": 99.0}] - ) - - retriever = Retriever(mock_db) - results = await retriever.search("test") - assert 0.0 <= results[0]["rank"] <= 1.0 - assert results[0]["rank"] == pytest.approx(99.0 / 100.0, abs=0.01) - - -@pytest.mark.asyncio -async def test_search_zero_rank_returns_zero(): - mock_db = AsyncMock() - mock_db.execute.return_value = _mock_result( - rows=[{"id": "uuid-1", "title": "A", "content": "C", "rank": 0.0}] - ) - - retriever = Retriever(mock_db) - results = await retriever.search("test") - assert results[0]["rank"] == 0.0 diff --git a/src/tests/test_service.py b/src/tests/test_service.py index df036e9..5607fce 100644 --- a/src/tests/test_service.py +++ b/src/tests/test_service.py @@ -1,189 +1,145 @@ -"""Tests for ChatbotService.""" +"""Tests for ToolboxService.""" import uuid +from unittest.mock import AsyncMock, MagicMock, patch import pytest -from unittest.mock import AsyncMock, MagicMock from fastapi import HTTPException +from pydantic import ValidationError -from chatbot_plugin.service import ChatbotService -from chatbot_plugin.contracts import ChatMessageResponse, SearchResponse +from chatbot_plugin.config import settings +from chatbot_plugin.contracts import ( + ArticleInfo, + ChunkData, + StoreChunksRequest, + StoreChunksResponse, +) +from chatbot_plugin.models import Article, ArticleChunk +from chatbot_plugin.service import ToolboxService -def _mock_result(rows: list[dict] | None = None, scalar_val=None): - """Build a mock DB result that supports .mappings().all() and .scalar().""" - result = MagicMock() - result.mappings.return_value.all.return_value = rows or [] - result.scalar.return_value = scalar_val - return result - - -# ── chat() ── - -@pytest.mark.asyncio -async def test_chat_returns_reply_and_articles(service, mock_db, mock_llm_service): - service.retriever.search = AsyncMock(return_value=[ - {"id": "uuid-1", "title": "RAG Article", "content": "RAG content...", "rank": 0.5} - ]) - mock_llm_service.generate.return_value = "RAG is retrieval-augmented generation." - - result = await service.chat("What is RAG?") - - assert isinstance(result, ChatMessageResponse) - assert "RAG" in result.reply - assert len(result.articles_used) == 1 - assert result.articles_used[0].title == "RAG Article" - - -@pytest.mark.asyncio -async def test_chat_no_articles_still_generates(service, mock_db, mock_llm_service): - service.retriever.search = AsyncMock(return_value=[]) - mock_llm_service.generate.return_value = "I don't have specific articles on that." - - result = await service.chat("obscure topic") - - assert result.articles_used == [] +@pytest.fixture +def mock_db() -> AsyncMock: + """Mock async DB session.""" + db = AsyncMock() + db.add = MagicMock() # not async in SQLAlchemy + return db -@pytest.mark.asyncio -async def test_chat_llm_failure_raises_503(service, mock_db, mock_llm_service): - service.retriever.search = AsyncMock(return_value=[]) - mock_llm_service.generate.return_value = None # All providers failed - - with pytest.raises(HTTPException) as exc_info: - await service.chat("hello") - assert exc_info.value.status_code == 503 - - -@pytest.mark.asyncio -async def test_chat_connection_error_raises_503(service, mock_db, mock_llm_service): - """Connection errors from LLM provider produce 503.""" - service.retriever.search = AsyncMock(return_value=[]) - mock_llm_service.generate.side_effect = ConnectionError("connection refused") - - with pytest.raises(HTTPException) as exc_info: - await service.chat("hello") - assert exc_info.value.status_code == 503 - - -@pytest.mark.asyncio -async def test_chat_untitled_fallback_for_none_title(service, mock_db, mock_llm_service): - """Articles with None/empty title get 'Untitled' fallback.""" - service.retriever.search = AsyncMock(return_value=[ - {"id": "uuid-1", "title": None, "content": "Some content", "rank": 0.5} - ]) - mock_llm_service.generate.return_value = "Reply" +@pytest.fixture +def service(mock_db: AsyncMock) -> ToolboxService: + """ToolboxService with mocked DB.""" + return ToolboxService(mock_db) - result = await service.chat("hello") - assert result.articles_used[0].title == "Untitled" +# ── store_chunks ── -# ── search() ── @pytest.mark.asyncio -async def test_search_returns_chunks(service, mock_db, mock_llm_service): - service.retriever.search = AsyncMock(return_value=[ - {"id": "uuid-1", "title": "Article A", "content": "Content A", "rank": 0.8}, - {"id": "uuid-2", "title": "Article B", "content": "Content B", "rank": 0.5}, - ]) - - result = await service.search("RAG", top_k=10) - assert isinstance(result, SearchResponse) - assert len(result.chunks) == 2 - assert result.chunks[0].score == 0.8 - - -@pytest.mark.asyncio -async def test_search_no_results(service, mock_db, mock_llm_service): - service.retriever.search = AsyncMock(return_value=[]) - - result = await service.search("nonexistent") - assert result.chunks == [] - - -@pytest.mark.asyncio -async def test_search_with_topic_id(service, mock_db, mock_llm_service): - service.retriever.search = AsyncMock(return_value=[ - {"id": "uuid-1", "title": "Article A", "content": "Content A", "rank": 0.8} - ]) - - result = await service.search("RAG", topic_id="topic-uuid") - assert len(result.chunks) == 1 - service.retriever.search.assert_called_once_with("RAG", limit=10, topic_id="topic-uuid") - - -@pytest.mark.asyncio -async def test_search_untitled_fallback(service, mock_db, mock_llm_service): - service.retriever.search = AsyncMock(return_value=[ - {"id": "uuid-1", "title": "", "content": "Content", "rank": 0.5} - ]) - - result = await service.search("test") - assert result.chunks[0].article_title == "Untitled" - +async def test_store_chunks_creates_new_article(service: ToolboxService, mock_db: AsyncMock): + """When article doesn't exist, a new one is created.""" + # simulate no existing article + result = MagicMock() + result.scalar_one_or_none.return_value = None + mock_db.execute.return_value = result -@pytest.mark.asyncio -async def test_search_empty_content_fallback(service, mock_db, mock_llm_service): - service.retriever.search = AsyncMock(return_value=[ - {"id": "uuid-1", "title": "Title", "content": None, "rank": 0.5} - ]) + req = StoreChunksRequest( + article=ArticleInfo(id=str(uuid.uuid4()), url="https://example.com", title="T"), + chunks=[ChunkData(chunk_index=0, content="hello", dense_vector=[0.1] * 1024)], + ) - result = await service.search("test") - assert result.chunks[0].content == "" + resp = await service.store_chunks(req) + assert isinstance(resp, StoreChunksResponse) + assert resp.stored == 1 + assert resp.article_id == req.article.id + mock_db.add.assert_called() + mock_db.commit.assert_called_once() -# ── trigger_index() ── @pytest.mark.asyncio -async def test_trigger_index_returns_202(service, mock_db, mock_llm_service): - result = await service.trigger_index() - assert result.status == "started" - assert result.job_id +async def test_store_chunks_updates_existing_article(service: ToolboxService, mock_db: AsyncMock): + """When article exists, metadata is updated and old chunks deleted.""" + existing = MagicMock(spec=Article) + result = MagicMock() + result.scalar_one_or_none.return_value = existing + mock_db.execute.return_value = result + req = StoreChunksRequest( + article=ArticleInfo(id=str(uuid.uuid4()), url="https://example.com", title="New Title"), + chunks=[ChunkData(chunk_index=0, content="hello", dense_vector=[0.1] * 1024)], + ) -@pytest.mark.asyncio -async def test_trigger_index_job_id_is_uuid(service, mock_db, mock_llm_service): - """job_id must be a valid UUID per spec.""" - result = await service.trigger_index() - uuid.UUID(result.job_id) # raises ValueError if not a valid UUID + resp = await service.store_chunks(req) + assert isinstance(resp, StoreChunksResponse) + assert resp.stored == 1 + assert existing.url == "https://example.com" + assert existing.title == "New Title" + # Should have executed delete statement plus the select + assert mock_db.execute.call_count >= 1 + mock_db.commit.assert_called_once() -@pytest.mark.asyncio -async def test_trigger_index_article_not_found_raises_404(service, mock_db, mock_llm_service): - mock_db.execute.return_value = _mock_result(scalar_val=None) - with pytest.raises(HTTPException) as exc_info: - await service.trigger_index(article_id="nonexistent-uuid") - assert exc_info.value.status_code == 404 +def test_store_chunks_rejects_empty_chunks(): + """Empty chunks list is rejected at the contract layer by Pydantic min_length=1.""" + with pytest.raises(ValidationError): + StoreChunksRequest( + article=ArticleInfo(id=str(uuid.uuid4()), url="https://example.com"), + chunks=[], + ) @pytest.mark.asyncio -async def test_trigger_index_already_indexing_raises_409(service, mock_db, mock_llm_service): - """409 when article_id is currently being indexed (in _indexing_articles).""" - # Simulate an in-progress indexing by manually adding to the tracking set - service._indexing_articles.add("uuid-1") +async def test_store_chunks_rejects_wrong_vector_dimension(service: ToolboxService): + req = StoreChunksRequest( + article=ArticleInfo(id=str(uuid.uuid4()), url="https://example.com"), + chunks=[ChunkData(chunk_index=0, content="hello", dense_vector=[0.1] * 512)], + ) with pytest.raises(HTTPException) as exc_info: - await service.trigger_index(article_id="uuid-1") - assert exc_info.value.status_code == 409 - assert "already in progress" in exc_info.value.detail.lower() + await service.store_chunks(req) + assert exc_info.value.status_code == 400 + assert "mismatch" in exc_info.value.detail.lower() + assert str(settings.embedding_dimension) in exc_info.value.detail @pytest.mark.asyncio -async def test_trigger_index_with_article_found(service, mock_db, mock_llm_service): - """trigger_index with article_id where the article exists.""" - mock_db.execute.return_value = _mock_result(scalar_val="uuid-1") +async def test_store_chunks_accepts_sparse_vector(service: ToolboxService, mock_db: AsyncMock): + result = MagicMock() + result.scalar_one_or_none.return_value = None + mock_db.execute.return_value = result - result = await service.trigger_index(article_id="uuid-1") - assert result.status == "started" - uuid.UUID(result.job_id) # valid UUID + req = StoreChunksRequest( + article=ArticleInfo(id=str(uuid.uuid4()), url="https://example.com"), + chunks=[ + ChunkData( + chunk_index=0, + content="hello", + dense_vector=[0.1] * 1024, + sparse_vector={"0": 0.5, "1": 0.3}, + ) + ], + ) + resp = await service.store_chunks(req) + assert resp.stored == 1 -# ── get_status() ── @pytest.mark.asyncio -async def test_get_status_returns_shape(service, mock_db, mock_llm_service): - result = await service.get_status() - assert result.pending_articles == 0 - assert result.total_chunks == 0 - assert result.last_indexed_at is None +async def test_store_chunks_multiple_chunks(service: ToolboxService, mock_db: AsyncMock): + result = MagicMock() + result.scalar_one_or_none.return_value = None + mock_db.execute.return_value = result + + req = StoreChunksRequest( + article=ArticleInfo(id=str(uuid.uuid4()), url="https://example.com"), + chunks=[ + ChunkData(chunk_index=0, content="chunk 0", dense_vector=[0.1] * 1024), + ChunkData(chunk_index=1, content="chunk 1", dense_vector=[0.2] * 1024), + ], + ) + + resp = await service.store_chunks(req) + assert resp.stored == 2 + assert mock_db.add.call_count == 3 # 1 article + 2 chunks diff --git a/uv.lock b/uv.lock new file mode 100644 index 0000000..8052d07 --- /dev/null +++ b/uv.lock @@ -0,0 +1,1283 @@ +version = 1 +revision = 3 +requires-python = ">=3.11" + +[[package]] +name = "alembic" +version = "1.18.4" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "mako" }, + { name = "sqlalchemy" }, + { name = "typing-extensions" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/94/13/8b084e0f2efb0275a1d534838844926f798bd766566b1375174e2448cd31/alembic-1.18.4.tar.gz", hash = "sha256:cb6e1fd84b6174ab8dbb2329f86d631ba9559dd78df550b57804d607672cedbc", size = 2056725, upload-time = "2026-02-10T16:00:47.195Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/d2/29/6533c317b74f707ea28f8d633734dbda2119bbadfc61b2f3640ba835d0f7/alembic-1.18.4-py3-none-any.whl", hash = "sha256:a5ed4adcf6d8a4cb575f3d759f071b03cd6e5c7618eb796cb52497be25bfe19a", size = 263893, upload-time = "2026-02-10T16:00:49.997Z" }, +] + +[[package]] +name = "annotated-doc" +version = "0.0.4" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/57/ba/046ceea27344560984e26a590f90bc7f4a75b06701f653222458922b558c/annotated_doc-0.0.4.tar.gz", hash = "sha256:fbcda96e87e9c92ad167c2e53839e57503ecfda18804ea28102353485033faa4", size = 7288, upload-time = "2025-11-10T22:07:42.062Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/1e/d3/26bf1008eb3d2daa8ef4cacc7f3bfdc11818d111f7e2d0201bc6e3b49d45/annotated_doc-0.0.4-py3-none-any.whl", hash = "sha256:571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320", size = 5303, upload-time = "2025-11-10T22:07:40.673Z" }, +] + +[[package]] +name = "annotated-types" +version = "0.7.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/ee/67/531ea369ba64dcff5ec9c3402f9f51bf748cec26dde048a2f973a4eea7f5/annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89", size = 16081, upload-time = "2024-05-20T21:33:25.928Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/78/b6/6307fbef88d9b5ee7421e68d78a9f162e0da4900bc5f5793f6d3d0e34fb8/annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53", size = 13643, upload-time = "2024-05-20T21:33:24.1Z" }, +] + +[[package]] +name = "anyio" +version = "4.13.0" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "idna" }, + { name = "typing-extensions", marker = "python_full_version < '3.13'" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/19/14/2c5dd9f512b66549ae92767a9c7b330ae88e1932ca57876909410251fe13/anyio-4.13.0.tar.gz", hash = "sha256:334b70e641fd2221c1505b3890c69882fe4a2df910cba14d97019b90b24439dc", size = 231622, upload-time = "2026-03-24T12:59:09.671Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/da/42/e921fccf5015463e32a3cf6ee7f980a6ed0f395ceeaa45060b61d86486c2/anyio-4.13.0-py3-none-any.whl", hash = "sha256:08b310f9e24a9594186fd75b4f73f4a4152069e3853f1ed8bfbf58369f4ad708", size = 114353, upload-time = "2026-03-24T12:59:08.246Z" }, +] + +[[package]] +name = "asyncpg" +version = "0.31.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/fe/cc/d18065ce2380d80b1bcce927c24a2642efd38918e33fd724bc4bca904877/asyncpg-0.31.0.tar.gz", hash = "sha256:c989386c83940bfbd787180f2b1519415e2d3d6277a70d9d0f0145ac73500735", size = 993667, upload-time = "2025-11-24T23:27:00.812Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/08/17/cc02bc49bc350623d050fa139e34ea512cd6e020562f2a7312a7bcae4bc9/asyncpg-0.31.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:eee690960e8ab85063ba93af2ce128c0f52fd655fdff9fdb1a28df01329f031d", size = 643159, upload-time = "2025-11-24T23:25:36.443Z" }, + { url = "https://files.pythonhosted.org/packages/a4/62/4ded7d400a7b651adf06f49ea8f73100cca07c6df012119594d1e3447aa6/asyncpg-0.31.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:2657204552b75f8288de08ca60faf4a99a65deef3a71d1467454123205a88fab", size = 638157, upload-time = "2025-11-24T23:25:37.89Z" }, + { url = "https://files.pythonhosted.org/packages/d6/5b/4179538a9a72166a0bf60ad783b1ef16efb7960e4d7b9afe9f77a5551680/asyncpg-0.31.0-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:a429e842a3a4b4ea240ea52d7fe3f82d5149853249306f7ff166cb9948faa46c", size = 2918051, upload-time = "2025-11-24T23:25:39.461Z" }, + { url = "https://files.pythonhosted.org/packages/e6/35/c27719ae0536c5b6e61e4701391ffe435ef59539e9360959240d6e47c8c8/asyncpg-0.31.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:c0807be46c32c963ae40d329b3a686356e417f674c976c07fa49f1b30303f109", size = 2972640, upload-time = "2025-11-24T23:25:41.512Z" }, + { url = "https://files.pythonhosted.org/packages/43/f4/01ebb9207f29e645a64699b9ce0eefeff8e7a33494e1d29bb53736f7766b/asyncpg-0.31.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:e5d5098f63beeae93512ee513d4c0c53dc12e9aa2b7a1af5a81cddf93fe4e4da", size = 2851050, upload-time = "2025-11-24T23:25:43.153Z" }, + { url = "https://files.pythonhosted.org/packages/3e/f4/03ff1426acc87be0f4e8d40fa2bff5c3952bef0080062af9efc2212e3be8/asyncpg-0.31.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:37fc6c00a814e18eef51833545d1891cac9aa69140598bb076b4cd29b3e010b9", size = 2962574, upload-time = "2025-11-24T23:25:44.942Z" }, + { url = "https://files.pythonhosted.org/packages/c7/39/cc788dfca3d4060f9d93e67be396ceec458dfc429e26139059e58c2c244d/asyncpg-0.31.0-cp311-cp311-win32.whl", hash = "sha256:5a4af56edf82a701aece93190cc4e094d2df7d33f6e915c222fb09efbb5afc24", size = 521076, upload-time = "2025-11-24T23:25:46.486Z" }, + { url = "https://files.pythonhosted.org/packages/28/fc/735af5384c029eb7f1ca60ccb8fa95521dbdaeef788edf4cecfc604c3cab/asyncpg-0.31.0-cp311-cp311-win_amd64.whl", hash = "sha256:480c4befbdf079c14c9ca43c8c5e1fe8b6296c96f1f927158d4f1e750aacc047", size = 584980, upload-time = "2025-11-24T23:25:47.938Z" }, + { url = "https://files.pythonhosted.org/packages/2a/a6/59d0a146e61d20e18db7396583242e32e0f120693b67a8de43f1557033e2/asyncpg-0.31.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:b44c31e1efc1c15188ef183f287c728e2046abb1d26af4d20858215d50d91fad", size = 662042, upload-time = "2025-11-24T23:25:49.578Z" }, + { url = "https://files.pythonhosted.org/packages/36/01/ffaa189dcb63a2471720615e60185c3f6327716fdc0fc04334436fbb7c65/asyncpg-0.31.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:0c89ccf741c067614c9b5fc7f1fc6f3b61ab05ae4aaa966e6fd6b93097c7d20d", size = 638504, upload-time = "2025-11-24T23:25:51.501Z" }, + { url = "https://files.pythonhosted.org/packages/9f/62/3f699ba45d8bd24c5d65392190d19656d74ff0185f42e19d0bbd973bb371/asyncpg-0.31.0-cp312-cp312-manylinux_2_28_aarch64.whl", hash = "sha256:12b3b2e39dc5470abd5e98c8d3373e4b1d1234d9fbdedf538798b2c13c64460a", size = 3426241, upload-time = "2025-11-24T23:25:53.278Z" }, + { url = "https://files.pythonhosted.org/packages/8c/d1/a867c2150f9c6e7af6462637f613ba67f78a314b00db220cd26ff559d532/asyncpg-0.31.0-cp312-cp312-manylinux_2_28_x86_64.whl", hash = "sha256:aad7a33913fb8bcb5454313377cc330fbb19a0cd5faa7272407d8a0c4257b671", size = 3520321, upload-time = "2025-11-24T23:25:54.982Z" }, + { url = "https://files.pythonhosted.org/packages/7a/1a/cce4c3f246805ecd285a3591222a2611141f1669d002163abef999b60f98/asyncpg-0.31.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:3df118d94f46d85b2e434fd62c84cb66d5834d5a890725fe625f498e72e4d5ec", size = 3316685, upload-time = "2025-11-24T23:25:57.43Z" }, + { url = "https://files.pythonhosted.org/packages/40/ae/0fc961179e78cc579e138fad6eb580448ecae64908f95b8cb8ee2f241f67/asyncpg-0.31.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:bd5b6efff3c17c3202d4b37189969acf8927438a238c6257f66be3c426beba20", size = 3471858, upload-time = "2025-11-24T23:25:59.636Z" }, + { url = "https://files.pythonhosted.org/packages/52/b2/b20e09670be031afa4cbfabd645caece7f85ec62d69c312239de568e058e/asyncpg-0.31.0-cp312-cp312-win32.whl", hash = "sha256:027eaa61361ec735926566f995d959ade4796f6a49d3bde17e5134b9964f9ba8", size = 527852, upload-time = "2025-11-24T23:26:01.084Z" }, + { url = "https://files.pythonhosted.org/packages/b5/f0/f2ed1de154e15b107dc692262395b3c17fc34eafe2a78fc2115931561730/asyncpg-0.31.0-cp312-cp312-win_amd64.whl", hash = "sha256:72d6bdcbc93d608a1158f17932de2321f68b1a967a13e014998db87a72ed3186", size = 597175, upload-time = "2025-11-24T23:26:02.564Z" }, + { url = "https://files.pythonhosted.org/packages/95/11/97b5c2af72a5d0b9bc3fa30cd4b9ce22284a9a943a150fdc768763caf035/asyncpg-0.31.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:c204fab1b91e08b0f47e90a75d1b3c62174dab21f670ad6c5d0f243a228f015b", size = 661111, upload-time = "2025-11-24T23:26:04.467Z" }, + { url = "https://files.pythonhosted.org/packages/1b/71/157d611c791a5e2d0423f09f027bd499935f0906e0c2a416ce712ba51ef3/asyncpg-0.31.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:54a64f91839ba59008eccf7aad2e93d6e3de688d796f35803235ea1c4898ae1e", size = 636928, upload-time = "2025-11-24T23:26:05.944Z" }, + { url = "https://files.pythonhosted.org/packages/2e/fc/9e3486fb2bbe69d4a867c0b76d68542650a7ff1574ca40e84c3111bb0c6e/asyncpg-0.31.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:c0e0822b1038dc7253b337b0f3f676cadc4ac31b126c5d42691c39691962e403", size = 3424067, upload-time = "2025-11-24T23:26:07.957Z" }, + { url = "https://files.pythonhosted.org/packages/12/c6/8c9d076f73f07f995013c791e018a1cd5f31823c2a3187fc8581706aa00f/asyncpg-0.31.0-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:bef056aa502ee34204c161c72ca1f3c274917596877f825968368b2c33f585f4", size = 3518156, upload-time = "2025-11-24T23:26:09.591Z" }, + { url = "https://files.pythonhosted.org/packages/ae/3b/60683a0baf50fbc546499cfb53132cb6835b92b529a05f6a81471ab60d0c/asyncpg-0.31.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:0bfbcc5b7ffcd9b75ab1558f00db2ae07db9c80637ad1b2469c43df79d7a5ae2", size = 3319636, upload-time = "2025-11-24T23:26:11.168Z" }, + { url = "https://files.pythonhosted.org/packages/50/dc/8487df0f69bd398a61e1792b3cba0e47477f214eff085ba0efa7eac9ce87/asyncpg-0.31.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:22bc525ebbdc24d1261ecbf6f504998244d4e3be1721784b5f64664d61fbe602", size = 3472079, upload-time = "2025-11-24T23:26:13.164Z" }, + { url = "https://files.pythonhosted.org/packages/13/a1/c5bbeeb8531c05c89135cb8b28575ac2fac618bcb60119ee9696c3faf71c/asyncpg-0.31.0-cp313-cp313-win32.whl", hash = "sha256:f890de5e1e4f7e14023619399a471ce4b71f5418cd67a51853b9910fdfa73696", size = 527606, upload-time = "2025-11-24T23:26:14.78Z" }, + { url = "https://files.pythonhosted.org/packages/91/66/b25ccb84a246b470eb943b0107c07edcae51804912b824054b3413995a10/asyncpg-0.31.0-cp313-cp313-win_amd64.whl", hash = "sha256:dc5f2fa9916f292e5c5c8b2ac2813763bcd7f58e130055b4ad8a0531314201ab", size = 596569, upload-time = "2025-11-24T23:26:16.189Z" }, + { url = "https://files.pythonhosted.org/packages/3c/36/e9450d62e84a13aea6580c83a47a437f26c7ca6fa0f0fd40b6670793ea30/asyncpg-0.31.0-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:f6b56b91bb0ffc328c4e3ed113136cddd9deefdf5f79ab448598b9772831df44", size = 660867, upload-time = "2025-11-24T23:26:17.631Z" }, + { url = "https://files.pythonhosted.org/packages/82/4b/1d0a2b33b3102d210439338e1beea616a6122267c0df459ff0265cd5807a/asyncpg-0.31.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:334dec28cf20d7f5bb9e45b39546ddf247f8042a690bff9b9573d00086e69cb5", size = 638349, upload-time = "2025-11-24T23:26:19.689Z" }, + { url = "https://files.pythonhosted.org/packages/41/aa/e7f7ac9a7974f08eff9183e392b2d62516f90412686532d27e196c0f0eeb/asyncpg-0.31.0-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:98cc158c53f46de7bb677fd20c417e264fc02b36d901cc2a43bd6cb0dc6dbfd2", size = 3410428, upload-time = "2025-11-24T23:26:21.275Z" }, + { url = "https://files.pythonhosted.org/packages/6f/de/bf1b60de3dede5c2731e6788617a512bc0ebd9693eac297ee74086f101d7/asyncpg-0.31.0-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:9322b563e2661a52e3cdbc93eed3be7748b289f792e0011cb2720d278b366ce2", size = 3471678, upload-time = "2025-11-24T23:26:23.627Z" }, + { url = "https://files.pythonhosted.org/packages/46/78/fc3ade003e22d8bd53aaf8f75f4be48f0b460fa73738f0391b9c856a9147/asyncpg-0.31.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:19857a358fc811d82227449b7ca40afb46e75b33eb8897240c3839dd8b744218", size = 3313505, upload-time = "2025-11-24T23:26:25.235Z" }, + { url = "https://files.pythonhosted.org/packages/bf/e9/73eb8a6789e927816f4705291be21f2225687bfa97321e40cd23055e903a/asyncpg-0.31.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:ba5f8886e850882ff2c2ace5732300e99193823e8107e2c53ef01c1ebfa1e85d", size = 3434744, upload-time = "2025-11-24T23:26:26.944Z" }, + { url = "https://files.pythonhosted.org/packages/08/4b/f10b880534413c65c5b5862f79b8e81553a8f364e5238832ad4c0af71b7f/asyncpg-0.31.0-cp314-cp314-win32.whl", hash = "sha256:cea3a0b2a14f95834cee29432e4ddc399b95700eb1d51bbc5bfee8f31fa07b2b", size = 532251, upload-time = "2025-11-24T23:26:28.404Z" }, + { url = "https://files.pythonhosted.org/packages/d3/2d/7aa40750b7a19efa5d66e67fc06008ca0f27ba1bd082e457ad82f59aba49/asyncpg-0.31.0-cp314-cp314-win_amd64.whl", hash = "sha256:04d19392716af6b029411a0264d92093b6e5e8285ae97a39957b9a9c14ea72be", size = 604901, upload-time = "2025-11-24T23:26:30.34Z" }, + { url = "https://files.pythonhosted.org/packages/ce/fe/b9dfe349b83b9dee28cc42360d2c86b2cdce4cb551a2c2d27e156bcac84d/asyncpg-0.31.0-cp314-cp314t-macosx_10_15_x86_64.whl", hash = "sha256:bdb957706da132e982cc6856bb2f7b740603472b54c3ebc77fe60ea3e57e1bd2", size = 702280, upload-time = "2025-11-24T23:26:32Z" }, + { url = "https://files.pythonhosted.org/packages/6a/81/e6be6e37e560bd91e6c23ea8a6138a04fd057b08cf63d3c5055c98e81c1d/asyncpg-0.31.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:6d11b198111a72f47154fa03b85799f9be63701e068b43f84ac25da0bda9cb31", size = 682931, upload-time = "2025-11-24T23:26:33.572Z" }, + { url = "https://files.pythonhosted.org/packages/a6/45/6009040da85a1648dd5bc75b3b0a062081c483e75a1a29041ae63a0bf0dc/asyncpg-0.31.0-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:18c83b03bc0d1b23e6230f5bf8d4f217dc9bc08644ce0502a9d91dc9e634a9c7", size = 3581608, upload-time = "2025-11-24T23:26:35.638Z" }, + { url = "https://files.pythonhosted.org/packages/7e/06/2e3d4d7608b0b2b3adbee0d0bd6a2d29ca0fc4d8a78f8277df04e2d1fd7b/asyncpg-0.31.0-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:e009abc333464ff18b8f6fd146addffd9aaf63e79aa3bb40ab7a4c332d0c5e9e", size = 3498738, upload-time = "2025-11-24T23:26:37.275Z" }, + { url = "https://files.pythonhosted.org/packages/7d/aa/7d75ede780033141c51d83577ea23236ba7d3a23593929b32b49db8ed36e/asyncpg-0.31.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:3b1fbcb0e396a5ca435a8826a87e5c2c2cc0c8c68eb6fadf82168056b0e53a8c", size = 3401026, upload-time = "2025-11-24T23:26:39.423Z" }, + { url = "https://files.pythonhosted.org/packages/ba/7a/15e37d45e7f7c94facc1e9148c0e455e8f33c08f0b8a0b1deb2c5171771b/asyncpg-0.31.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:8df714dba348efcc162d2adf02d213e5fab1bd9f557e1305633e851a61814a7a", size = 3429426, upload-time = "2025-11-24T23:26:41.032Z" }, + { url = "https://files.pythonhosted.org/packages/13/d5/71437c5f6ae5f307828710efbe62163974e71237d5d46ebd2869ea052d10/asyncpg-0.31.0-cp314-cp314t-win32.whl", hash = "sha256:1b41f1afb1033f2b44f3234993b15096ddc9cd71b21a42dbd87fc6a57b43d65d", size = 614495, upload-time = "2025-11-24T23:26:42.659Z" }, + { url = "https://files.pythonhosted.org/packages/3c/d7/8fb3044eaef08a310acfe23dae9a8e2e07d305edc29a53497e52bc76eca7/asyncpg-0.31.0-cp314-cp314t-win_amd64.whl", hash = "sha256:bd4107bb7cdd0e9e65fae66a62afd3a249663b844fa34d479f6d5b3bef9c04c3", size = 706062, upload-time = "2025-11-24T23:26:44.086Z" }, +] + +[[package]] +name = "certifi" +version = "2026.5.20" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/f3/ce/ee2ecad540810a79593028e88299baeae54d346cc7a0d94b6199988b89b1/certifi-2026.5.20.tar.gz", hash = "sha256:69dea482ab64caa7b9f6aba1c6bf48bb6a5448d1c0f1b17ab42ad8c763a5344d", size = 135422, upload-time = "2026-05-20T11:46:50.073Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/59/8c/57e832b7af6d7c5abe66eb3fbe3a3a32f4d11ea23a1aa7131371035be991/certifi-2026.5.20-py3-none-any.whl", hash = "sha256:3c52e209ba0a4ad7aebe60436a4ab349c39e1e602e8c134221e546902ad25897", size = 134134, upload-time = "2026-05-20T11:46:48.578Z" }, +] + +[[package]] +name = "chatbot-plugin" +version = "0.1.0" +source = { editable = "." } +dependencies = [ + { name = "alembic" }, + { name = "asyncpg" }, + { name = "fastapi" }, + { name = "pgvector" }, + { name = "pydantic" }, + { name = "pydantic-settings" }, + { name = "sqlalchemy", extra = ["asyncio"] }, + { name = "structlog" }, + { name = "uvicorn", extra = ["standard"] }, +] + +[package.dev-dependencies] +dev = [ + { name = "httpx" }, + { name = "pytest" }, + { name = "pytest-asyncio" }, + { name = "pytest-cov" }, +] + +[package.metadata] +requires-dist = [ + { name = "alembic" }, + { name = "asyncpg" }, + { name = "fastapi" }, + { name = "pgvector" }, + { name = "pydantic", specifier = ">=2.0" }, + { name = "pydantic-settings", specifier = ">=2.0" }, + { name = "sqlalchemy", extras = ["asyncio"], specifier = ">=2.0" }, + { name = "structlog" }, + { name = "uvicorn", extras = ["standard"] }, +] + +[package.metadata.requires-dev] +dev = [ + { name = "httpx" }, + { name = "pytest" }, + { name = "pytest-asyncio" }, + { name = "pytest-cov" }, +] + +[[package]] +name = "click" +version = "8.4.1" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "colorama", marker = "sys_platform == 'win32'" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/9b/98/518d8e5081007684232226f475082b30087d0f585e8457db087298259f49/click-8.4.1.tar.gz", hash = "sha256:918b5633eddf6b41c32d4f454bf0de810065c74e3f7dbf8ee5452f8be88d3e96", size = 353007, upload-time = "2026-05-22T04:08:37.769Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/c7/0d/67e5b4109ea4a837e80daa87c2c696711955e40449a97e8926672534def2/click-8.4.1-py3-none-any.whl", hash = "sha256:482be17c6991b8c19c5429a1e995d9b0efdbb63172824c41f99965dc0ade8ec2", size = 116639, upload-time = "2026-05-22T04:08:35.26Z" }, +] + +[[package]] +name = "colorama" +version = "0.4.6" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/d8/53/6f443c9a4a8358a93a6792e2acffb9d9d5cb0a5cfd8802644b7b1c9a02e4/colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44", size = 27697, upload-time = "2022-10-25T02:36:22.414Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/d1/d6/3965ed04c63042e047cb6a3e6ed1a63a35087b6a609aa3a15ed8ac56c221/colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6", size = 25335, upload-time = "2022-10-25T02:36:20.889Z" }, +] + +[[package]] +name = "coverage" +version = "7.14.1" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/54/fd/0ab2772530e946e1be1abd0bc09e647ec9b02e88f0867857601fefca8953/coverage-7.14.1.tar.gz", hash = "sha256:30c08f7d90415aa98b3c990385dea2939b0da55f38515e5b369b83655f8523be", size = 920132, upload-time = "2026-05-26T20:41:36.783Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/7d/d7/477ad149490e6cb849f28abea1dabb9c823cea72e7500c81b4240ce619c0/coverage-7.14.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:478b5bcd63c2e1357c5c7e16c070690df7b07f676b1c114d7b93e533c664309f", size = 219848, upload-time = "2026-05-26T20:38:38.715Z" }, + { url = "https://files.pythonhosted.org/packages/91/82/a5eb47257c50601bb7b9a9d2857c67b7a3a85ad74180eb2c98bb1fbe0ce5/coverage-7.14.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:a24a81f9715ee42ef59a316cc11611c98fe23920f7c81861315c9f3ff4a230f4", size = 220354, upload-time = "2026-05-26T20:38:40.232Z" }, + { url = "https://files.pythonhosted.org/packages/43/8b/78419b5391a5cb706b6544390507e469d83ffc9a8248b02c4011aceb9365/coverage-7.14.1-cp311-cp311-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:196a13319ad88d6d8ef5ab489ec4f44ddde2143c0c7d5b27786f6c3ffd56a7e1", size = 250771, upload-time = "2026-05-26T20:38:41.782Z" }, + { url = "https://files.pythonhosted.org/packages/77/63/e77aaacd491182210d639636b7a8bba23ffffa9b82aa3762da9431855fa9/coverage-7.14.1-cp311-cp311-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:3d452fd08b5c72c5167c93e6867b5c08500bd40f2a21e1e854a500550b6cc36f", size = 252683, upload-time = "2026-05-26T20:38:43.305Z" }, + { url = "https://files.pythonhosted.org/packages/65/1c/a022e3cfbec2ac241640003cb3a817e161d9c7f5aa9b49173756cdc03204/coverage-7.14.1-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:23bf7fa51ac02e07fc7c96849b82946da47ae862dc8f86d183b2a4864fc38129", size = 254791, upload-time = "2026-05-26T20:38:45.361Z" }, + { url = "https://files.pythonhosted.org/packages/61/d6/967e408aca4c1ceb88cb0cc677169110ae7f5995fb5eaf5fb1f5a1bb8f5d/coverage-7.14.1-cp311-cp311-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:bcaa50684dcaadfa599ac48f81103c756d791cfd85c97203d2217c593d48b860", size = 256748, upload-time = "2026-05-26T20:38:46.91Z" }, + { url = "https://files.pythonhosted.org/packages/b8/be/869188f7fe28638078ec479331ace6dc5f7b40b7153eb616f47ab79404d8/coverage-7.14.1-cp311-cp311-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:4ea1c034f95c9b056e856b794630b17f9fa3d57e4800ff1e503d3be0f9c9078c", size = 250907, upload-time = "2026-05-26T20:38:48.493Z" }, + { url = "https://files.pythonhosted.org/packages/07/aa/adb7d3b4278d690e68703abcd76ab1b948242e3668d921711551b78f9ddb/coverage-7.14.1-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:c7e057326434e441306226fbeb5d1aaf14a2637efe97ba668306635835f32ad7", size = 252483, upload-time = "2026-05-26T20:38:50.074Z" }, + { url = "https://files.pythonhosted.org/packages/43/61/331c74103c62dcb0c4b9b3a0de9a61aca016208b0a90f109592a9f9ecc28/coverage-7.14.1-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:59baf88468dbc8d63b1887afd92bda52e40bb1561696e5819670601403810cec", size = 250545, upload-time = "2026-05-26T20:38:51.613Z" }, + { url = "https://files.pythonhosted.org/packages/f6/b6/c5dae3c104d89be04828f61810e6b3473825482e4c288cc4ed04553e08ae/coverage-7.14.1-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:d34d75f892b3ab73ba11cab5442cce7b3e168fd64162b16f0e1e0d09c508edef", size = 254310, upload-time = "2026-05-26T20:38:53.503Z" }, + { url = "https://files.pythonhosted.org/packages/ad/a1/2b9d5863e3b83c01ad8199e3c597802fbb3a9dc90b058885804c20296d31/coverage-7.14.1-cp311-cp311-musllinux_1_2_riscv64.whl", hash = "sha256:3a56abc20a472baf0304c455721bc601477440d28ecfde8a03dde79ede07e0df", size = 250266, upload-time = "2026-05-26T20:38:55.414Z" }, + { url = "https://files.pythonhosted.org/packages/7f/5e/0e511fbdb269359be26fe678a1c3fa1f2aa2a01573cc3f54268c8d6d4797/coverage-7.14.1-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:6a3cb83d1552c0cd1b4906655b6a33fd4a8473229633a901c6b73bf86914dee9", size = 251174, upload-time = "2026-05-26T20:38:57.141Z" }, + { url = "https://files.pythonhosted.org/packages/85/10/e55307b622b3dd9671cb321824502dc10f93e72f2802b9946159a8edadeb/coverage-7.14.1-cp311-cp311-win32.whl", hash = "sha256:10274a1fbeb8ec5d72966e17bb198a3104257aca4ac09d98667c5f8aca8c8548", size = 222354, upload-time = "2026-05-26T20:38:58.727Z" }, + { url = "https://files.pythonhosted.org/packages/71/cf/107421693cfb71e4f1ca5bf70443f64d4161878068d07a3e51c7ad21d17b/coverage-7.14.1-cp311-cp311-win_amd64.whl", hash = "sha256:87ebdf787d4888e3f3f2d523eadc6e18c6d18c6d0eb173801a189641627fb37e", size = 223290, upload-time = "2026-05-26T20:39:00.413Z" }, + { url = "https://files.pythonhosted.org/packages/b8/1d/3e3644585eb29e9dafefb19555078529a4d7cce12bd21929664eea989277/coverage-7.14.1-cp311-cp311-win_arm64.whl", hash = "sha256:dd34767fa19848d35659ffc0a75314f58c7af3f1cd87ec521e8292a1238398a3", size = 221953, upload-time = "2026-05-26T20:39:02.159Z" }, + { url = "https://files.pythonhosted.org/packages/3d/b7/bdbb725ba02c5b42825b200c940f38b7a54fcad24627b7192f78f8110d76/coverage-7.14.1-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:a06c76364a9360e33d6d23769aefdf7f66f38e2ffb60ceb1baaa4989d83b695c", size = 220022, upload-time = "2026-05-26T20:39:03.702Z" }, + { url = "https://files.pythonhosted.org/packages/72/81/fdc0898a55c6219223291ec1a1fe89966ef212ce82276aa0899df84b5de0/coverage-7.14.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:fad54e871165f6ec2f536063ac74c3104508a12963e64072ba44bd822de52b0c", size = 220379, upload-time = "2026-05-26T20:39:05.381Z" }, + { url = "https://files.pythonhosted.org/packages/de/72/de048c4a25e13bce59ac6a339351c10bdf2515e07459afcdaf04dc3143a2/coverage-7.14.1-cp312-cp312-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:84b535f00655ecafe1d929d1fb00ed5d6fa3051ea643ab2c161a3887b86f294b", size = 251888, upload-time = "2026-05-26T20:39:07.367Z" }, + { url = "https://files.pythonhosted.org/packages/28/30/300c343f68beb9d4cbb64ec81e58c5b6b80b56927f72d2b38654ac26e013/coverage-7.14.1-cp312-cp312-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:6b6b0853b895fe0e98cbfc580d1ec3393d9302b4b1e96a77b3f5c91fdab899e6", size = 254624, upload-time = "2026-05-26T20:39:09.037Z" }, + { url = "https://files.pythonhosted.org/packages/b1/ed/7b25642496e8170b6bac14adce00537c6e5fa2d586159401a4de3e8b49e6/coverage-7.14.1-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:442cc9c952b2df400cda54bb04ab87330cf2cd08a8692cbbea36773531eb6f37", size = 255739, upload-time = "2026-05-26T20:39:10.889Z" }, + { url = "https://files.pythonhosted.org/packages/7f/a2/abd210b8c4e29c24e4624916db97bb519097a91034aaeb767f937e7da794/coverage-7.14.1-cp312-cp312-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:8270544c361ed405a27a060dbc9ed2c124b084d96dfdc2d9a2510482aef981ad", size = 257998, upload-time = "2026-05-26T20:39:12.722Z" }, + { url = "https://files.pythonhosted.org/packages/7f/24/7c50beed3792fe62f6ce0545c6686ce83379719e2c0276179333d97eae92/coverage-7.14.1-cp312-cp312-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:48b283b1dd6372e8de2a7a9a4c4d5dc06f4d4fd209b876f3c88a7a205a0c8f84", size = 252296, upload-time = "2026-05-26T20:39:14.259Z" }, + { url = "https://files.pythonhosted.org/packages/15/05/0f874628ebcbfc77ead559ff210281ef06a97db08481832e7dd39274a135/coverage-7.14.1-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:5b0c99ba93a07d56f6df340bb79be53202a082b2fdb81bfe6190b741a3470d54", size = 253658, upload-time = "2026-05-26T20:39:15.923Z" }, + { url = "https://files.pythonhosted.org/packages/99/6f/ca6ad067364b337ef997802115e7ecad2abd2248b05471464b0dea02b4d4/coverage-7.14.1-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:e471bc5769ff073b058cfadb0d736b56ce067c8560eabeb0da88462df98c23e7", size = 251803, upload-time = "2026-05-26T20:39:17.537Z" }, + { url = "https://files.pythonhosted.org/packages/c0/30/b9b4d377cd9f40baf228068f5a81faf8450c6228503011bd499708483a50/coverage-7.14.1-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:f497a1ea81d4cd7c10ddcaa685135b9aabd291af3d55775a9ddf3cb7a364cdd9", size = 255873, upload-time = "2026-05-26T20:39:19.414Z" }, + { url = "https://files.pythonhosted.org/packages/3c/21/7c721a9e5e6bb88547d30a787aefb97512d3f54c1324c7488d9b3743f7f9/coverage-7.14.1-cp312-cp312-musllinux_1_2_riscv64.whl", hash = "sha256:2222be86d0b54f5dd5a38f45f17f315f737245e857bf0bdedc70734f84a13c02", size = 251372, upload-time = "2026-05-26T20:39:21.169Z" }, + { url = "https://files.pythonhosted.org/packages/9d/8c/f8ae5a2200130e1503cd7661a6cd3b2b7bacef98277fbf3571fb13f8b766/coverage-7.14.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:85e85586565842f6932abebd4c18bcb1074223dc0b3576e7d173ca710622813a", size = 253245, upload-time = "2026-05-26T20:39:23.097Z" }, + { url = "https://files.pythonhosted.org/packages/34/62/70a9024672a5f6910517d9628c52c9afbdd3cf8f46426af52bb148a56fff/coverage-7.14.1-cp312-cp312-win32.whl", hash = "sha256:4a28fd227808366b196a75476dced2eb35b351d6766ba9c858dc93319e87f4f1", size = 222567, upload-time = "2026-05-26T20:39:24.868Z" }, + { url = "https://files.pythonhosted.org/packages/f6/81/8b7cd386839b039ebe1855733b9f9449a8dec5d79564018234f185a7fa70/coverage-7.14.1-cp312-cp312-win_amd64.whl", hash = "sha256:54acdb6674a4661768d7bf7db32dfb9f46ab1d764f8aba6df75ce1a6a088724e", size = 223372, upload-time = "2026-05-26T20:39:26.603Z" }, + { url = "https://files.pythonhosted.org/packages/ae/ba/b44d472022f620d289d95fa830143235c0c36461c6f2437ea8d51e5481ed/coverage-7.14.1-cp312-cp312-win_arm64.whl", hash = "sha256:99cd41ff91afd94896fea3bc002706b6ae4ce95727d06e4a0f39c0a8d8bd8b1a", size = 221989, upload-time = "2026-05-26T20:39:28.242Z" }, + { url = "https://files.pythonhosted.org/packages/8a/9e/5f6d56327c62b185225d145191c607e07515294a0aa6338e58805cd4a5ac/coverage-7.14.1-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:be9f2c802dcfce3f71298303aa5dad0dce440a76c52f2f60dacd8656dab78793", size = 220044, upload-time = "2026-05-26T20:39:29.902Z" }, + { url = "https://files.pythonhosted.org/packages/75/92/e82aca356744cbbc0f77a0b623e38918c1872361963413a3bab5d0340393/coverage-7.14.1-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:6223a72fd0e4c7156353ec0f08a5f93623e1d3034d0e2683b9bb8ea674131b1d", size = 220412, upload-time = "2026-05-26T20:39:31.561Z" }, + { url = "https://files.pythonhosted.org/packages/27/c9/385bde0bf7ed0f4bf3a7ee5367060a86b5d218718cfd6fb943c0f836b34f/coverage-7.14.1-cp313-cp313-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:7279d2110a28cebc738b6459ecda2771735a4c18465fbbd36b3288fe5ed92247", size = 251412, upload-time = "2026-05-26T20:39:33.337Z" }, + { url = "https://files.pythonhosted.org/packages/51/8c/23faf6a2343a0d17f960a4bd56c43bc7eb4cf312f774dd6ceebd82c7d8fc/coverage-7.14.1-cp313-cp313-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:9eeb3fcbc13ba40dfbdb22d01d196a28e9cef9ed4c29b60061a1e0e823a9929d", size = 254008, upload-time = "2026-05-26T20:39:35.009Z" }, + { url = "https://files.pythonhosted.org/packages/42/06/36f4aa9ca8a815e6036156e80706a67828bb97bd826948244f6996dda957/coverage-7.14.1-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5f0cfc27c539f07cf5c0a4cfe211d0b6cae039f8f40526dbaa71944e64b50a7b", size = 255241, upload-time = "2026-05-26T20:39:36.71Z" }, + { url = "https://files.pythonhosted.org/packages/ca/79/95266316352f90f6b1c6736bb413302edfde2453fb32422d3911642691b3/coverage-7.14.1-cp313-cp313-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:221c70f316241a78e77e607c227cefc8808d4e08f28d99c04f35694690e940be", size = 257373, upload-time = "2026-05-26T20:39:38.412Z" }, + { url = "https://files.pythonhosted.org/packages/e3/9c/58316d1f66c488b5fca8a0eb3e98348807813efa8a0d0833b9021be27488/coverage-7.14.1-cp313-cp313-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:da028256b04ec30e5e0114b6f76172938c313991f0a2d3d894271315cf5d5e43", size = 251635, upload-time = "2026-05-26T20:39:40.268Z" }, + { url = "https://files.pythonhosted.org/packages/ef/5a/ca2398a568e16fed7bb713e84ba3603a7164fb65779abe645c565ec890d5/coverage-7.14.1-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:76a085d7005236a767e3426148b2c407e53ad61695c562f8a81da2d373324901", size = 253373, upload-time = "2026-05-26T20:39:42.145Z" }, + { url = "https://files.pythonhosted.org/packages/6e/2c/0396562c32deaebe7be51d865b3a41e9a87d7561acafe1a28f53b07e019a/coverage-7.14.1-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:b553d04b5e778a8e56d57eb134aff42a92718ecba45e79c4764ecfa40efd92ff", size = 251341, upload-time = "2026-05-26T20:39:43.907Z" }, + { url = "https://files.pythonhosted.org/packages/fd/8f/a94f9221184c9cae1ee115820e3798e48b6b17777a9f19e46fb9a0c8dc74/coverage-7.14.1-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:46f714d2fb8ae2f4f29f23ada7f1e79b759fff5a70f94a1dac23af204c3ec9e4", size = 255497, upload-time = "2026-05-26T20:39:46.166Z" }, + { url = "https://files.pythonhosted.org/packages/71/69/505d70e47db1eaebcd002c39759707621ef184cd6b1ae084d9f41293f323/coverage-7.14.1-cp313-cp313-musllinux_1_2_riscv64.whl", hash = "sha256:1896f5e19ff3f0431c7ce2172adc54890fd97f86b59ced8ca1649145d9ffe35d", size = 251159, upload-time = "2026-05-26T20:39:48.03Z" }, + { url = "https://files.pythonhosted.org/packages/e0/aa/58681c383aa33a9d2ed40a02d7a22fbf780d1fa4d575396365777828198c/coverage-7.14.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:62fd185ef9df3c33d1c8178c5af105f762afbad96038de9a4ae100aa6297ca33", size = 252934, upload-time = "2026-05-26T20:39:49.872Z" }, + { url = "https://files.pythonhosted.org/packages/eb/fd/11c928cd6bdffc7074bb5965c173d9ebf517fb00205e1da524b98d29ef92/coverage-7.14.1-cp313-cp313-win32.whl", hash = "sha256:ab4af6352741a604c431c6072fce5bee33bf0f20dc7a56618d6bf6bb89e9810c", size = 222584, upload-time = "2026-05-26T20:39:51.68Z" }, + { url = "https://files.pythonhosted.org/packages/6f/92/fb416fc26d340dcba19518c418d6048e913186e17243982c5e435e41fa7a/coverage-7.14.1-cp313-cp313-win_amd64.whl", hash = "sha256:7af486dabe8954d03b087f0021540897afe084f04e16ff5579e08cc46f871416", size = 223394, upload-time = "2026-05-26T20:39:53.472Z" }, + { url = "https://files.pythonhosted.org/packages/73/c6/02d56e3867972f77d5036de924643f26c056e848f00452cafb4dbc3c29b4/coverage-7.14.1-cp313-cp313-win_arm64.whl", hash = "sha256:2224f89ffd0c5605ccce1ed7a584da162bc7c55f601ab1c946bc9de31a486b42", size = 222015, upload-time = "2026-05-26T20:39:55.374Z" }, + { url = "https://files.pythonhosted.org/packages/4d/9e/fcc77914050df73f7662fa1f00902774c79c075a8388ab334074574bf77e/coverage-7.14.1-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:de286598cc65d2b489411174b1faec2f5a7775fb3201fd925db2a76b4030f37d", size = 220733, upload-time = "2026-05-26T20:39:57.189Z" }, + { url = "https://files.pythonhosted.org/packages/f7/67/2963cbdaf5cbadec44efa3a1e39eaa1f02df4079585f05387607a221e126/coverage-7.14.1-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:042c46ded7c288aeb07cf14a28b6c1e10b78fcba40171c3fa1e939377eeef0b5", size = 221086, upload-time = "2026-05-26T20:39:59.019Z" }, + { url = "https://files.pythonhosted.org/packages/c8/c5/8701645574e11881f2f47d8930f98bc48b5d43b25eb5b4430dfc4a2f9f48/coverage-7.14.1-cp313-cp313t-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:f4ddbe407477f04c45115d1a4e5bc480f753553b534d338d4c3358b1cdd0ea52", size = 262381, upload-time = "2026-05-26T20:40:00.822Z" }, + { url = "https://files.pythonhosted.org/packages/7c/28/7a64d73598263e0c5abd5084211a8474488d31b3c552ff531c719dfcff62/coverage-7.14.1-cp313-cp313t-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:d13e6725992e2d2fd7d81d4f5241952d13740121dfd501da09201be39b2c003a", size = 264458, upload-time = "2026-05-26T20:40:02.506Z" }, + { url = "https://files.pythonhosted.org/packages/fa/d8/4969179db9f7eb4df218e69540adf829d1c835f59452513d065d15446802/coverage-7.14.1-cp313-cp313t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:f747dc8edcfe740130f28f32f3995e955494285717e86ee25af51db2219df08a", size = 266884, upload-time = "2026-05-26T20:40:04.421Z" }, + { url = "https://files.pythonhosted.org/packages/a6/78/a45d5794dbc9bafd97afc96a4377c86c7820d78b6cf51b89bc1d4e919275/coverage-7.14.1-cp313-cp313t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:ced2f09ef276fd58611a1ef502164ad266d2b75174e5a40cabbdb4033f9f6cf2", size = 268022, upload-time = "2026-05-26T20:40:06.298Z" }, + { url = "https://files.pythonhosted.org/packages/21/cb/4f5e354e9e3e67af96bd4e57113e6db6b22298c7168b13eec408a549903d/coverage-7.14.1-cp313-cp313t-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:b84800013769a78ccb9ef4659402e26d06867e337b61ec365f77ad008adea80e", size = 261631, upload-time = "2026-05-26T20:40:08.226Z" }, + { url = "https://files.pythonhosted.org/packages/ec/49/eced49af4cb996d5d8b7e94e736175c513e4facd3398507b89892b4326d8/coverage-7.14.1-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:ea8cd6ca0ee9f616aaef3afc6882e32c2cbf18b00d96313ffd76af650574034d", size = 264443, upload-time = "2026-05-26T20:40:10.137Z" }, + { url = "https://files.pythonhosted.org/packages/f1/d8/5603a88a7c5913a6b54f6cb1a8c46f7b39cbb30f27cd3f492908da09b2d7/coverage-7.14.1-cp313-cp313t-musllinux_1_2_i686.whl", hash = "sha256:aa5e304a873fabddc11e484e9b6b738bd38bd7bed17b09aa84eecf5332e8b8bb", size = 262069, upload-time = "2026-05-26T20:40:11.999Z" }, + { url = "https://files.pythonhosted.org/packages/f0/59/2ae3cb79da554a06c8619d6c88ea19dd1e4aed4b834b6a83bb1fa243bdc5/coverage-7.14.1-cp313-cp313t-musllinux_1_2_ppc64le.whl", hash = "sha256:5a1c5215be81035e629d5bc756650634d0bf31991038db7a0eccb90f025ce16d", size = 265780, upload-time = "2026-05-26T20:40:13.858Z" }, + { url = "https://files.pythonhosted.org/packages/af/5f/b130c1dc999031f2648bd25317fbce505ad8d5562079b4ed81e736a84967/coverage-7.14.1-cp313-cp313t-musllinux_1_2_riscv64.whl", hash = "sha256:79058c47dae6788504b5effb319961bcd72d7240551464b91d474bc0ed186d69", size = 260970, upload-time = "2026-05-26T20:40:16.142Z" }, + { url = "https://files.pythonhosted.org/packages/87/d1/ec13ccddeb48ec963bdfa72a11224bac2584bd045ba13beca82f8113e9c7/coverage-7.14.1-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:370c5afae3fa0658e11694a32b24c2778f6bc2d17718121f94ee185e69f26b54", size = 263157, upload-time = "2026-05-26T20:40:18.382Z" }, + { url = "https://files.pythonhosted.org/packages/cf/c2/cd91ead503045161092d3845f7bb95ea2f25131ce96d3e314dd835d91b9c/coverage-7.14.1-cp313-cp313t-win32.whl", hash = "sha256:3758dd0a7f1fa57365ef2e781df0f0731d38b6e3772259d13dae4bd8a958d4b1", size = 223259, upload-time = "2026-05-26T20:40:20.381Z" }, + { url = "https://files.pythonhosted.org/packages/71/9f/1e28d97e6bd2c76b07f38b7c02870f1371255ff6717f54eca578fcbbdd0e/coverage-7.14.1-cp313-cp313t-win_amd64.whl", hash = "sha256:6ff665fb023a77386fe11685190cee1f60a7d635994a30d9b0a061533d470fce", size = 224320, upload-time = "2026-05-26T20:40:22.316Z" }, + { url = "https://files.pythonhosted.org/packages/a9/e0/d936e908f0e1efa55e52b91e01b52f1055cef5e1ab2718493390ed8e2fb8/coverage-7.14.1-cp313-cp313t-win_arm64.whl", hash = "sha256:17a5a241e5997621a956a7f402a7433ef4221e5152809b785bec79e2323799f1", size = 222577, upload-time = "2026-05-26T20:40:24.894Z" }, + { url = "https://files.pythonhosted.org/packages/d6/34/fc2f101b151af3799a101f0550b0454aa008afdc0add677394ec4aa8ea10/coverage-7.14.1-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:d5ed429d0b8edaac649e889b4ffcedb6c80b06629a3f93050e3dddfb99235bee", size = 220091, upload-time = "2026-05-26T20:40:27.249Z" }, + { url = "https://files.pythonhosted.org/packages/3d/a7/1ebae2ab5b961b5c79bb09fe7b3ac99edb190d8be4a8c510b2cf66f46468/coverage-7.14.1-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:8011224a62280e50dab346960c03cf47aca1a1e09e608c0fb33fd6e0cc8e9500", size = 220421, upload-time = "2026-05-26T20:40:30.084Z" }, + { url = "https://files.pythonhosted.org/packages/5e/90/92aca9cf0acc95123c96cd1eb1f08917897a7f5dee01e15738922971ec31/coverage-7.14.1-cp314-cp314-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:12c42ec1e14f553c4f817e989365982e646e27211f10a0f717855b94a79c8906", size = 251466, upload-time = "2026-05-26T20:40:32.542Z" }, + { url = "https://files.pythonhosted.org/packages/26/2b/78048cbe3b999f6cbf9cc0d90abba6a88a3e0863a8c1c6cbc762f3f8802f/coverage-7.14.1-cp314-cp314-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:06144cd511cf2624873a035c5069cf297144f6e77a73ee3d7a55b605ec5efb42", size = 253973, upload-time = "2026-05-26T20:40:34.473Z" }, + { url = "https://files.pythonhosted.org/packages/8e/21/c2e33b29d1cfde484a19d437afc343c6cd30b08d78cbbf9f5aff14e57b2b/coverage-7.14.1-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:a311d8e1da24be5c1ccf85cbfb06315dbaa1703d5a1eab3f6432c72b837917c8", size = 255318, upload-time = "2026-05-26T20:40:38.154Z" }, + { url = "https://files.pythonhosted.org/packages/8e/ee/aad2f108d63b769121005302f16bf66db8625c88ceaba466942e09a2607e/coverage-7.14.1-cp314-cp314-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:c79cead5b5bc584d9c71451cb984d0e3a84e0c0937379c8efcbf27c8d661b851", size = 257633, upload-time = "2026-05-26T20:40:40.164Z" }, + { url = "https://files.pythonhosted.org/packages/c2/f8/11a2c29b4fd76d9849f81d0bb812ec0017a9396df3217214e38934a8c837/coverage-7.14.1-cp314-cp314-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:dcbf65f1f66a26cdd88c35cf68fb4729c5d1cd2e88added72420541dfb212034", size = 251488, upload-time = "2026-05-26T20:40:42.631Z" }, + { url = "https://files.pythonhosted.org/packages/c9/b8/9a5820de4b8ac2b71d85e3b5fb49108d7469c665f0e2ad0dd7569023e305/coverage-7.14.1-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:fd86572566fb40189a8260446158235159bc7a82dfbc87a3b39cf4fb57fcec1c", size = 253329, upload-time = "2026-05-26T20:40:45.208Z" }, + { url = "https://files.pythonhosted.org/packages/6b/ff/f33e4823667e27548e8fd8df44217515303f9808d0ff29817db56f87d990/coverage-7.14.1-cp314-cp314-musllinux_1_2_i686.whl", hash = "sha256:7771b601718fdde84832c3a434ca9bbf4ae9adbc49d84198b4110700c3c77c36", size = 251291, upload-time = "2026-05-26T20:40:47.502Z" }, + { url = "https://files.pythonhosted.org/packages/68/9b/489db0ebb209054766b90a9014a45f6d26eb724c02ec21311c3733b5a644/coverage-7.14.1-cp314-cp314-musllinux_1_2_ppc64le.whl", hash = "sha256:39b21e212c55af06fa375e3dbf90a8a8e38792f3a910c580066d23563830ddd5", size = 255564, upload-time = "2026-05-26T20:40:49.372Z" }, + { url = "https://files.pythonhosted.org/packages/27/b5/16bc2d4c2409b23c7737edb68c83bc89e345f378050549fe1d75ac7d34d5/coverage-7.14.1-cp314-cp314-musllinux_1_2_riscv64.whl", hash = "sha256:f2302660e32562a532b442480121aef8aa61a5bdb20b30bf0adab29f10a5a4b4", size = 251107, upload-time = "2026-05-26T20:40:51.677Z" }, + { url = "https://files.pythonhosted.org/packages/7d/0c/2629997469a00cd069d588a41c9dc887610f2775ae89d250c4791e65272a/coverage-7.14.1-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:03a6f93c1ec3b7f2e77b5dbcc5573a2c21f12529a5c6bbe0f16f72303cc2fa4d", size = 252764, upload-time = "2026-05-26T20:40:54.267Z" }, + { url = "https://files.pythonhosted.org/packages/d2/ee/f78d63c8f079e0d7211c7e2401fa17e311514534ba61bae03e4b287ce4ab/coverage-7.14.1-cp314-cp314-win32.whl", hash = "sha256:8a3ce026d73290f42f08dafecbd82c193a74df280461fbf97300fec51fd133ee", size = 222837, upload-time = "2026-05-26T20:40:56.496Z" }, + { url = "https://files.pythonhosted.org/packages/dc/b9/be539854f93a70dfbeec69117f33ec70dc42ff0b65b5b07ab8d40d04228e/coverage-7.14.1-cp314-cp314-win_amd64.whl", hash = "sha256:114c95ef29302423b87d159075805f4ab973254a2638a5d7d046c94887cc87d7", size = 223650, upload-time = "2026-05-26T20:40:58.351Z" }, + { url = "https://files.pythonhosted.org/packages/fe/9e/24e2842fef40f35ac82ba3a7719c8023d011bf3bf652d0675316a9d088a1/coverage-7.14.1-cp314-cp314-win_arm64.whl", hash = "sha256:a07891c3f4805442b31b71e84ba3cf29ed1aa9a428284e06deeb4b23e5b46343", size = 222218, upload-time = "2026-05-26T20:41:00.321Z" }, + { url = "https://files.pythonhosted.org/packages/0a/1d/ac0a9df5fe31c1e8bdd658074905fc12844a05c1a7e3fdb8417e97c31e23/coverage-7.14.1-cp314-cp314t-macosx_10_15_x86_64.whl", hash = "sha256:1101a5ebb083aecb625ebb6209d4105b58f647b093cb2dc8122d7b33f743cfe1", size = 220822, upload-time = "2026-05-26T20:41:02.281Z" }, + { url = "https://files.pythonhosted.org/packages/32/cf/f964fd9aff20323f9f1a726c97135f8a76bcd87b92dad141a456a43f3c64/coverage-7.14.1-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:851b9e1e4e8a4608e77c79714b2e77c0970d2ed7202a05e92ae407817481887b", size = 221084, upload-time = "2026-05-26T20:41:04.593Z" }, + { url = "https://files.pythonhosted.org/packages/d8/5e/7e5ef2aba844de2b80d678619fcf0841b42e3f37f16411226f3fe4c1016f/coverage-7.14.1-cp314-cp314t-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:d5b89cdfb2ee051b71e8c3c70bd81a9eff81100f736a269136fe1a68efe00474", size = 262454, upload-time = "2026-05-26T20:41:06.641Z" }, + { url = "https://files.pythonhosted.org/packages/64/62/75809bded87015cc4935524218a2a8ed8dd1a8498bfed30a2f4f7a4b4d34/coverage-7.14.1-cp314-cp314t-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:0177614a0370f227888b4e436a7c55686d6a9f90eb1ade2b624ba685a1686e86", size = 264578, upload-time = "2026-05-26T20:41:08.556Z" }, + { url = "https://files.pythonhosted.org/packages/f3/42/d33392dc14633525012d2d504fa1a33b05538bf535f5c1d64675e5754b78/coverage-7.14.1-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:2d69af5dea2de76fc485a83032a630523f985198b7e25be901ec60181587b01e", size = 266981, upload-time = "2026-05-26T20:41:10.824Z" }, + { url = "https://files.pythonhosted.org/packages/2a/49/0157c4428c2aca7f1e09d5565930586fd5ae36f1655f08b0daa7cf1fcae1/coverage-7.14.1-cp314-cp314t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:35ab22d91de736e8966b980dc355cbcdd2c6dbbcfe275f9a2991bc8a91b3df65", size = 268112, upload-time = "2026-05-26T20:41:12.966Z" }, + { url = "https://files.pythonhosted.org/packages/96/26/86b9ce71f4092b1ed325ce1421698081df1286b833400b6836912834d6e0/coverage-7.14.1-cp314-cp314t-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:357d4e32935c36588aaba057d734fa32428c360c9fc2e4442afbf1b646beee6e", size = 261558, upload-time = "2026-05-26T20:41:15Z" }, + { url = "https://files.pythonhosted.org/packages/20/4c/c311210c5472cf5401d8422b0d7812cdd520f24417673afabda6c323faca/coverage-7.14.1-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:51bd64741cc6fa065abd300ede1afe5a5291ece9c31da8b24884deda48bcc3f8", size = 264447, upload-time = "2026-05-26T20:41:17.369Z" }, + { url = "https://files.pythonhosted.org/packages/fb/71/59513f8710ed3e6b0ac0a050a5b7e977bb9c9e880354863b5d00d8809256/coverage-7.14.1-cp314-cp314t-musllinux_1_2_i686.whl", hash = "sha256:9132cd363a68a4c3daa7c8704a654b1e39d3360f6f5b8ddd470608a945236c07", size = 262048, upload-time = "2026-05-26T20:41:19.309Z" }, + { url = "https://files.pythonhosted.org/packages/84/8d/bceed32dc494f5bbf50f775cd2e78ca814953942b5ea28d3c1c3ac316f14/coverage-7.14.1-cp314-cp314t-musllinux_1_2_ppc64le.whl", hash = "sha256:07c6290b1697b862c0478eab545eec949a0d0e4d6d03497f446d706da3b4f2de", size = 265781, upload-time = "2026-05-26T20:41:21.559Z" }, + { url = "https://files.pythonhosted.org/packages/e7/c5/9348fe40dbfd4991aaf78df2c6c3098bfb2cc834d1fd362a64b4efef855a/coverage-7.14.1-cp314-cp314t-musllinux_1_2_riscv64.whl", hash = "sha256:5ea0c297e27133853b4d8a3eb799bff5a2dbd9f2f41537a240d337ac9b4df890", size = 260896, upload-time = "2026-05-26T20:41:23.428Z" }, + { url = "https://files.pythonhosted.org/packages/ca/92/1ea0f03929da7cf87206b1fa24f4c8e9c158be0455481af29ec0a1f3503f/coverage-7.14.1-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:01b7733daad0237daa01ef80fe2dfceffc911e6a17fa7b55d14aa8214eaaaecd", size = 263214, upload-time = "2026-05-26T20:41:25.419Z" }, + { url = "https://files.pythonhosted.org/packages/f6/a9/b2493c054c0e01a643266742ab45e15744e60743f9260cd930c7142b1124/coverage-7.14.1-cp314-cp314t-win32.whl", hash = "sha256:6adc5a36984624a70bf11d7184e20fa0a49aa7c47ffab43804106a1a695ea22e", size = 223624, upload-time = "2026-05-26T20:41:27.795Z" }, + { url = "https://files.pythonhosted.org/packages/fc/bd/3e1e6a57fccd2d7c83fcdf338e93ba98eb85c6e877dd34731ac585375490/coverage-7.14.1-cp314-cp314t-win_amd64.whl", hash = "sha256:ddf799247318f34dbcd2efa8c95a8d0642674e926bb1774cf9b63dfd2a389d1c", size = 224728, upload-time = "2026-05-26T20:41:30.098Z" }, + { url = "https://files.pythonhosted.org/packages/bb/d7/31066cf1d2f0c6c797fce911bcfa01dd35642dc6da992a950256097c5860/coverage-7.14.1-cp314-cp314t-win_arm64.whl", hash = "sha256:145986fe66647eb489f18d9a997567a3fd358584c4b5a808769113abc07466af", size = 222752, upload-time = "2026-05-26T20:41:32.123Z" }, + { url = "https://files.pythonhosted.org/packages/8a/3c/1a983b9a745d7f83d53f057bcc5bf79ba6a2bbc08266b3f0c7d6fe630c9b/coverage-7.14.1-py3-none-any.whl", hash = "sha256:a252f21c27e38347e60111a3266b03827422a7d5525951aceee313aa68bab1d2", size = 211815, upload-time = "2026-05-26T20:41:34.078Z" }, +] + +[package.optional-dependencies] +toml = [ + { name = "tomli", marker = "python_full_version <= '3.11'" }, +] + +[[package]] +name = "fastapi" +version = "0.136.3" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "annotated-doc" }, + { name = "pydantic" }, + { name = "starlette" }, + { name = "typing-extensions" }, + { name = "typing-inspection" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/81/2d/ff8d91d7b564d464629a0fd50a4489c97fcb836ac230bf3a7269232a9b1f/fastapi-0.136.3.tar.gz", hash = "sha256:e487fae93ad408e6f47641ee4dfe389864fd7bec92e547ea8498fc13f43e83ab", size = 396410, upload-time = "2026-05-23T18:53:15.192Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/e0/82/45359b62a067409bd929ae8a56b8ed13e5a8c8a61194b3c236920999ab83/fastapi-0.136.3-py3-none-any.whl", hash = "sha256:3d2a69bdf04b7e9f3afa292c3bc7a98816bbfafa10bc9b45f3f3700d2f761620", size = 117481, upload-time = "2026-05-23T18:53:16.924Z" }, +] + +[[package]] +name = "greenlet" +version = "3.5.1" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/6d/6e/802acd792aebb2256fbbee8cacf2727faaeb6f240ac11008f09eae4414bc/greenlet-3.5.1.tar.gz", hash = "sha256:5a56aeb7d5d9cc4b3a735efb5095bd4b4f6f0e4f93e5ca876d0e2315137b7829", size = 197356, upload-time = "2026-05-20T15:05:03.917Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/42/3c/ff890b466eaba2b0f5e6bdfff025f8c75f41b8ffdc3dbc3d24ad261e764a/greenlet-3.5.1-cp311-cp311-macosx_11_0_universal2.whl", hash = "sha256:73f78f9b9f0a5c06e5c946ba1e8e36f5114923b6be109ee618c54f079c3ea14f", size = 284764, upload-time = "2026-05-20T13:09:10.204Z" }, + { url = "https://files.pythonhosted.org/packages/81/0e/5e5457be3d256918f6a4756f073548a3f0190836e2cc94aa6d0d617a940b/greenlet-3.5.1-cp311-cp311-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:a0cbed8bb44e23c5b199f888f4e4ce096b45ad9f25ff74a7ad0213875e936bb2", size = 603479, upload-time = "2026-05-20T14:00:04.757Z" }, + { url = "https://files.pythonhosted.org/packages/6d/e1/f89a21d58d308298e6f275f13a1b472ed96c680b601a371b08be6a725989/greenlet-3.5.1-cp311-cp311-manylinux_2_24_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:a203a8bd0acb0701653d3bbb26e404854a68674139ed5cbb778830f42b09bb33", size = 615495, upload-time = "2026-05-20T14:05:40.87Z" }, + { url = "https://files.pythonhosted.org/packages/2c/f2/8fd452fd81adb9ec79c8275c1375702ab0fd6bee4952da12eaa09b9508d8/greenlet-3.5.1-cp311-cp311-manylinux_2_24_s390x.manylinux_2_28_s390x.whl", hash = "sha256:6ebeb75c81211f5c702576cf81f315e77e23cfdb2c7c6fcb9dd143e6de35c360", size = 623515, upload-time = "2026-05-20T14:09:07.853Z" }, + { url = "https://files.pythonhosted.org/packages/75/de/af6cef182862d2ccd6975440d21c9058a77c3f9b469abf94e322dfd2e0e3/greenlet-3.5.1-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:8a271fcd66c74615cda6a964fda3f304267a12e50a084472218a39bb0376f563", size = 614754, upload-time = "2026-05-20T13:14:24.947Z" }, + { url = "https://files.pythonhosted.org/packages/ec/bc/c318aa9f3ffc77320fddcee3d892be957b42e2ff947198d9450b004f3a38/greenlet-3.5.1-cp311-cp311-manylinux_2_39_riscv64.whl", hash = "sha256:017a544f0385d441e88714160d089d6900ef46c9eff9d99b6715a5ef2d127747", size = 418439, upload-time = "2026-05-20T14:01:38.446Z" }, + { url = "https://files.pythonhosted.org/packages/1a/c6/50e520283a9f19388a7326b05f9e8637e566003475eacaadad04f558c68d/greenlet-3.5.1-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:ded7b068c7c31c1a8657d4fd42d886b3e051ae29f88b80c5ff9d502257b0f071", size = 1574097, upload-time = "2026-05-20T14:02:24.003Z" }, + { url = "https://files.pythonhosted.org/packages/21/1c/13abd1f4860d987fa5e1170a01930d6e6cd40d328de487a3c9fdaff0ffd0/greenlet-3.5.1-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:d0932b81d72f552ded9d810d00021b64d89f2195a91ce115b893f943b7a4ab3c", size = 1641058, upload-time = "2026-05-20T13:14:31.83Z" }, + { url = "https://files.pythonhosted.org/packages/f5/56/5f332b7705545eac2dc01b4e9254d24a793f2656d55d5cc6b94ee59d22ae/greenlet-3.5.1-cp311-cp311-win_amd64.whl", hash = "sha256:88e300d136eac057b2397aa1cfd7328b4c87c7eb66a09c7bc6a1292234db474e", size = 238089, upload-time = "2026-05-20T13:14:03.229Z" }, + { url = "https://files.pythonhosted.org/packages/d9/a9/a3c2fa886c5b94863fb0e61b3bc14610b7aa94cf4f17f8741b11708305fc/greenlet-3.5.1-cp311-cp311-win_arm64.whl", hash = "sha256:cc6ab7e555c8a112ad3a76e368e86e12a2754bcae1652a5602e133ec7b635523", size = 234989, upload-time = "2026-05-20T13:08:27.715Z" }, + { url = "https://files.pythonhosted.org/packages/c4/37/4549f149c9797c21b32c2683c33522af22522099de128b2406672526d005/greenlet-3.5.1-cp312-cp312-macosx_11_0_universal2.whl", hash = "sha256:fa4f98af3a528f0c3fd592a26df7f376f93329c8f4d987f6bb979057af8bf5e2", size = 286220, upload-time = "2026-05-20T13:07:28.463Z" }, + { url = "https://files.pythonhosted.org/packages/38/ff/a4f436709716965eaab9f36ea7b906c8a927fbe32fb1372a2071d964f6b1/greenlet-3.5.1-cp312-cp312-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:ffea73584b216150eab159b6d12348fb253e68757974de1e2c40d8a318ac89ed", size = 601585, upload-time = "2026-05-20T14:00:06.141Z" }, + { url = "https://files.pythonhosted.org/packages/65/ad/54bc3fcee3ad368a61b19b67d88117f7a8c29727bf71fffdeda81fbd946e/greenlet-3.5.1-cp312-cp312-manylinux_2_24_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:1072b4f9edcc1e192d9283a66a3e68d6b84c561de33a83d7858beb9ba1effe10", size = 614215, upload-time = "2026-05-20T14:05:42.675Z" }, + { url = "https://files.pythonhosted.org/packages/7c/6c/de5b1b388cd2d9fbdfeab324863daba37d54e6e233ddbefd70b385a8c591/greenlet-3.5.1-cp312-cp312-manylinux_2_24_s390x.manylinux_2_28_s390x.whl", hash = "sha256:89101bfd5011e069be974903cb3a4e4523845e4ece2d62dcd8d358933c0ef249", size = 620094, upload-time = "2026-05-20T14:09:09.18Z" }, + { url = "https://files.pythonhosted.org/packages/40/69/b91cda0647df839483201545913514c2827ebea5e5ccdf931842763bc127/greenlet-3.5.1-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:add5217d68b31130f0beca584d7fef4878327d2e31642b66618a14eef312b63b", size = 611358, upload-time = "2026-05-20T13:14:26.37Z" }, + { url = "https://files.pythonhosted.org/packages/4a/43/1204baffab8a6476464795a7ccf394a3248d4f22c9f87173a15b36b6d971/greenlet-3.5.1-cp312-cp312-manylinux_2_39_riscv64.whl", hash = "sha256:e6cd99ea59dd5d89f0c956606571d79bfe6f68c9eb7f4a4083a41a7f1587edee", size = 422782, upload-time = "2026-05-20T14:01:39.597Z" }, + { url = "https://files.pythonhosted.org/packages/59/90/3cf77e080350cd02fa307bb2abf05df48f4482c240275bbd2c203ba8bb1c/greenlet-3.5.1-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:a5ea42a752d47a145eae922b605cd1634665ac3d5ec1e72402d5048e8d60d207", size = 1570475, upload-time = "2026-05-20T14:02:25.29Z" }, + { url = "https://files.pythonhosted.org/packages/65/2c/18cece62045e74598c3c393f70dce4a63f56222015ba29a5d4eeb04f764c/greenlet-3.5.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:c5551170cf4f5ff5623e9af81323751979fee2c731e2287b61f73cd27257b823", size = 1635625, upload-time = "2026-05-20T13:14:34.027Z" }, + { url = "https://files.pythonhosted.org/packages/30/f5/310d104ddf41eb5a70f4c268d22508dfb0c3c8e86fec152be34d0d2ed819/greenlet-3.5.1-cp312-cp312-win_amd64.whl", hash = "sha256:3c8bb982ad117d29478ef8f5533e97df21f1e2befd17a299257b0c96d1371c0b", size = 238791, upload-time = "2026-05-20T13:10:39.018Z" }, + { url = "https://files.pythonhosted.org/packages/62/90/ceca11f504cd23a8047a3dea31919adc48df9b626dd0c13f0d858734fdfd/greenlet-3.5.1-cp312-cp312-win_arm64.whl", hash = "sha256:80eb4b04dadc4e67df3fae179a32c4706a3f495bc7f22fc8a81115d5f5512188", size = 235580, upload-time = "2026-05-20T13:08:45.056Z" }, + { url = "https://files.pythonhosted.org/packages/27/69/7f7e5372d998b81001899b1c0823c957aa413ba0f2662e65821611cc31e4/greenlet-3.5.1-cp313-cp313-macosx_11_0_universal2.whl", hash = "sha256:51518ff74664078fc51bffcc6fc529b0df5ae58da192691cee765d45ce944a2b", size = 285060, upload-time = "2026-05-20T13:08:51.899Z" }, + { url = "https://files.pythonhosted.org/packages/b1/bf/387f9b6b865fd2ae0d0be09e0004827295a01b71be76ed350dd1e28a91a4/greenlet-3.5.1-cp313-cp313-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:1ffdb3c0bb002c99cd8f298957e046c3dbf6006b5b7cdf11a4e19194624a0a0a", size = 604370, upload-time = "2026-05-20T14:00:07.492Z" }, + { url = "https://files.pythonhosted.org/packages/32/f5/169ce3d4e4c67291bd18f8cbe0299c9f3e45102c7f1fb3c14780c93e4532/greenlet-3.5.1-cp313-cp313-manylinux_2_24_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:7715a5a2c3378ba602c3a440558261e13a820bb53a82693aacd7b7f6d964e283", size = 616987, upload-time = "2026-05-20T14:05:44.237Z" }, + { url = "https://files.pythonhosted.org/packages/19/ba/c24110c55dffa55aa6e1d98b45310da33801aeba7686ff0190fe5d46fd32/greenlet-3.5.1-cp313-cp313-manylinux_2_24_s390x.manylinux_2_28_s390x.whl", hash = "sha256:d40a890035c0058cadbdc4af7569800fd28a0e527a0fdbb7b5f9418f176846ce", size = 622911, upload-time = "2026-05-20T14:09:10.598Z" }, + { url = "https://files.pythonhosted.org/packages/ee/e5/7f2e41d5273be07e77560d61ea4e56485b4d6c316d2a84518c62d1364061/greenlet-3.5.1-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:dc71ff466927a201b08305acac451ebe1aedfcea002f62f1f2f2ac2ac1e6a135", size = 613911, upload-time = "2026-05-20T13:14:27.539Z" }, + { url = "https://files.pythonhosted.org/packages/ec/7b/d20db2e8a5ad6c038702f3179b136f93f0a3d1a21a0c0777f3e470cdf4b2/greenlet-3.5.1-cp313-cp313-manylinux_2_39_riscv64.whl", hash = "sha256:67821bb03e4e98664490edb787ff6af501194c29bbee0f5c1dfdcf1dc3d9d436", size = 425228, upload-time = "2026-05-20T14:01:40.837Z" }, + { url = "https://files.pythonhosted.org/packages/c5/a4/fbdc67579b73615a1f91615e814303cc71e06128f7baaba87be79b8fb90c/greenlet-3.5.1-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:cd443683db272ebaaca03af98c0b063ab30db70ea8a31a1559f35e3f7b744ccd", size = 1570689, upload-time = "2026-05-20T14:02:27.225Z" }, + { url = "https://files.pythonhosted.org/packages/e6/b4/77abbe35078be39718a46cd49caf16bceb35662f97a34101dca28aa98e47/greenlet-3.5.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:089fff7a6ce8d9316d1f65ebc00273a56be258c1725b32b94de90a3a979557e1", size = 1635602, upload-time = "2026-05-20T13:14:36.344Z" }, + { url = "https://files.pythonhosted.org/packages/37/f7/129f27ca700845b8ee8ca88ce7f43435a1239c2eddb7677fc938822762cf/greenlet-3.5.1-cp313-cp313-win_amd64.whl", hash = "sha256:110a1ca7b49b014b097f6078272c3f4ed31af45b254de5228b79adba879f6af9", size = 238683, upload-time = "2026-05-20T13:11:50.57Z" }, + { url = "https://files.pythonhosted.org/packages/6d/5c/a485a36e87df8d8fd0632ee01511244f5156a20ed3746cc6599340326395/greenlet-3.5.1-cp313-cp313-win_arm64.whl", hash = "sha256:f16ba1efc0715b680a18b8123d90dad887c6112ae3555b4b5c32c149540c6b4e", size = 235499, upload-time = "2026-05-20T13:12:42.028Z" }, + { url = "https://files.pythonhosted.org/packages/8a/cb/c62454606daf5640369c94d8a9dd540599b1bfc090e2d2180cb77f4038d2/greenlet-3.5.1-cp314-cp314-macosx_11_0_universal2.whl", hash = "sha256:d8ab31c9de8651a2facdd5c5bb0011f2380dd1a7af78ce2adf4b56095294fc07", size = 285579, upload-time = "2026-05-20T13:08:56.396Z" }, + { url = "https://files.pythonhosted.org/packages/ec/71/c4270398c2eba968a6071af1dfbdcaeee6ec1c24bc8b435b8cc452700da6/greenlet-3.5.1-cp314-cp314-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5e300185139abc337ade480c327183adf42a875ac7181bfe66d7d4efea31fbea", size = 651106, upload-time = "2026-05-20T14:00:09.448Z" }, + { url = "https://files.pythonhosted.org/packages/1a/ab/71e34b78a44ec271fb5f550c17bc46d301ddc5953890d935f270b0dcdb5a/greenlet-3.5.1-cp314-cp314-manylinux_2_24_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:7ffdb990dcaa0234cf9845aead5df2e3c3a8b6507d409274dd87e0d5ab05ffc2", size = 663478, upload-time = "2026-05-20T14:05:45.88Z" }, + { url = "https://files.pythonhosted.org/packages/c6/2d/2d80842910da44f78c286532d084b8a5c3717c844ae80ceb3858738ae89a/greenlet-3.5.1-cp314-cp314-manylinux_2_24_s390x.manylinux_2_28_s390x.whl", hash = "sha256:6c09df69dc1712d131332054a858a3e5cca400967fa3a672e2324fbb0971448c", size = 667767, upload-time = "2026-05-20T14:09:12.15Z" }, + { url = "https://files.pythonhosted.org/packages/77/96/4efd6fa5c62c85426a0c19077a586258ebc3a2a146ff2493e4312a697a22/greenlet-3.5.1-cp314-cp314-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:2f82b3597e9d83b63408affed0b48fd0f54935edac4302237b9a837be0dae33c", size = 660800, upload-time = "2026-05-20T13:14:29.129Z" }, + { url = "https://files.pythonhosted.org/packages/e9/d3/dad2eecedfbb1ed7050a20dcfae40c1442b74bc7423608be2c7e03ee7133/greenlet-3.5.1-cp314-cp314-manylinux_2_39_riscv64.whl", hash = "sha256:a4764e0bfc6a4d114c865b32520805c16a990ef5f286a514413b05d5ecd6a23d", size = 470786, upload-time = "2026-05-20T14:01:42.064Z" }, + { url = "https://files.pythonhosted.org/packages/7a/e0/6c71401a25cac7000261304e866a2f2cc04dc74810d40e2f118aa4799495/greenlet-3.5.1-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:c0141e37414c10164e702b8fb1473304221ad98f71600850c6ef7ff4880feba0", size = 1617518, upload-time = "2026-05-20T14:02:28.662Z" }, + { url = "https://files.pythonhosted.org/packages/41/26/c5c06643e8c0af9e7bf18e16cb51d0ab7625155f0392e1c9015d66d556cd/greenlet-3.5.1-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:50ae25a67bea74ea41fb14b960bc532df73eb713417b2d61892dced82fe8d3bc", size = 1681593, upload-time = "2026-05-20T13:14:39.417Z" }, + { url = "https://files.pythonhosted.org/packages/8a/bd/e11a108317485075e68af9d23039619b86b28130c3b50d227d42edece64b/greenlet-3.5.1-cp314-cp314-win_amd64.whl", hash = "sha256:8a17c42330e261299766b75ac1ea32caa437a9453c8f65d16a13140db378ecd3", size = 239800, upload-time = "2026-05-20T13:09:30.128Z" }, + { url = "https://files.pythonhosted.org/packages/47/f8/8e8e8417b7bf28639a5a56356ef934d0375e1d0c70a57e04d7701e870ffe/greenlet-3.5.1-cp314-cp314-win_arm64.whl", hash = "sha256:7b5f5fae05b8ac6d176a61b60c394a8cbdc2b5b91b81793066e68745cf165e54", size = 236862, upload-time = "2026-05-20T13:09:10.498Z" }, + { url = "https://files.pythonhosted.org/packages/90/12/41bf27fde4d3605d3773ae57751eda182b8be2f5398011c041173b1d9534/greenlet-3.5.1-cp314-cp314t-macosx_11_0_universal2.whl", hash = "sha256:ea8da1e900d758d078810d4255d8c6aa572181896a31ec79d779eb79c3adc9ad", size = 293637, upload-time = "2026-05-20T13:12:35.529Z" }, + { url = "https://files.pythonhosted.org/packages/44/44/ba14b23e9757707050c2f397d305bbcae62e5d7cad122f8b6baec5ae4a1f/greenlet-3.5.1-cp314-cp314t-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:a19570c52a21420dcbc94e661994bc325c0b5b11304540fed514586da5dc8f2e", size = 650840, upload-time = "2026-05-20T14:00:11.079Z" }, + { url = "https://files.pythonhosted.org/packages/a8/37/5ddc2b686a6844f91abecef43411842426da2e1573f60b49ecf2547f4ae1/greenlet-3.5.1-cp314-cp314t-manylinux_2_24_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:3d955c89b75eeca4723d7cc14135f393cd47c32e2a6cb4a8e4c6e760a26b0986", size = 656416, upload-time = "2026-05-20T14:05:47.118Z" }, + { url = "https://files.pythonhosted.org/packages/8c/46/5987dcd1a2570ba84f3b187536b2ca3ae97613387e57f5cfa99df068fe5e/greenlet-3.5.1-cp314-cp314t-manylinux_2_24_s390x.manylinux_2_28_s390x.whl", hash = "sha256:ea37d5a157eb9493820d3792ac4ece28619a394391d2b9f2f78057d396ff0f0f", size = 656607, upload-time = "2026-05-20T14:09:13.949Z" }, + { url = "https://files.pythonhosted.org/packages/e1/f0/d17510297c35a2992712f0bf84de3779749999f7d3d63aa1f09db7c62dbe/greenlet-3.5.1-cp314-cp314t-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:de2daaaebd1a5aa88c49045b6baf9310b3263796bd88db713edf37cf53e7bb4e", size = 654397, upload-time = "2026-05-20T13:14:30.696Z" }, + { url = "https://files.pythonhosted.org/packages/2c/c1/6da0a9ddcc29d7e51ef14883fa3dc1e53b3f4ffba00582106c7bf55da1d8/greenlet-3.5.1-cp314-cp314t-manylinux_2_39_riscv64.whl", hash = "sha256:8d8a23250ea3ec7b36de8fa4b541e9e2db3ee82915cc060ab0631609ad8b28de", size = 488287, upload-time = "2026-05-20T14:01:43.143Z" }, + { url = "https://files.pythonhosted.org/packages/37/eb/147387705bb89092645b012586e7273cb5ed3c90ef7eaf3a69173eaf0209/greenlet-3.5.1-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:3bfbd69cc349e43bf3a8ae1c85548ff0718efc887615c2db16c3833d7b0b072d", size = 1614469, upload-time = "2026-05-20T14:02:30.192Z" }, + { url = "https://files.pythonhosted.org/packages/a6/4e/37ee0da7732b7aa9896f17e15579a9df34b9fcb9dd494f0adfa749af6623/greenlet-3.5.1-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:4378720dd888136c27215a0214d32a4d37c3852765d45bc37aad0623423cfd78", size = 1675115, upload-time = "2026-05-20T13:14:40.972Z" }, + { url = "https://files.pythonhosted.org/packages/57/f3/97dfcf4a6eb5077f8a672234216fb5923eb89f2cab7081cb10b2cf75b605/greenlet-3.5.1-cp314-cp314t-win_amd64.whl", hash = "sha256:45718441607f9325d948db98cbc691276059316d0358c188c246da4e1d4d23d2", size = 245246, upload-time = "2026-05-20T13:12:22.646Z" }, + { url = "https://files.pythonhosted.org/packages/5d/73/d7f72e34b582f694f4a9b248162db7b09cc458a259ba8f0c0bfa1a34ea7d/greenlet-3.5.1-cp315-cp315-macosx_11_0_universal2.whl", hash = "sha256:2baee5ca02031757ffe8cc3d69f0cc0aec7065ce362622da74f32d3bcab1c541", size = 285575, upload-time = "2026-05-20T13:12:07.043Z" }, + { url = "https://files.pythonhosted.org/packages/df/59/fa9c6e87dc8ad27a95dabe2f29f372b733d05a8a67470f6c901ed9975655/greenlet-3.5.1-cp315-cp315-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:9b1ec3274918a81d3ea778b9e75b56b72b33f300edb6cf7f3a7fe1dae56683de", size = 656428, upload-time = "2026-05-20T14:00:12.556Z" }, + { url = "https://files.pythonhosted.org/packages/f6/f9/e753408871eaa61dfe35e619cfc67512b036fde99893685d50eea9e07146/greenlet-3.5.1-cp315-cp315-manylinux_2_24_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:111e2390ffffc47d5840b01711dd7fac07d4c09283d0283e7f3264b14e284c64", size = 667064, upload-time = "2026-05-20T14:05:48.662Z" }, + { url = "https://files.pythonhosted.org/packages/dc/74/807a047255bf1e09303627c46dc043dca596b6958a354d904f32ab382005/greenlet-3.5.1-cp315-cp315-manylinux_2_24_s390x.manylinux_2_28_s390x.whl", hash = "sha256:10a9a1c0bfbc93d41156ffcb90c75fbc05544054faf15dcc1fdf9765f8b607f0", size = 672962, upload-time = "2026-05-20T14:09:15.532Z" }, + { url = "https://files.pythonhosted.org/packages/96/27/5565b5b40389f1c7753003a07e21892fda8660926787036d5bc0308b8113/greenlet-3.5.1-cp315-cp315-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:e630136e905fe5ff43e86945ae41220b6d1470956a39220e708110ac48d01ea5", size = 665697, upload-time = "2026-05-20T13:14:32.943Z" }, + { url = "https://files.pythonhosted.org/packages/76/32/19d4e13225193c29b13e308015223f7d75fd3d8623d49dd19040d2ce8ec1/greenlet-3.5.1-cp315-cp315-manylinux_2_39_riscv64.whl", hash = "sha256:ef08c1567c78074b22d1a200183d52d04a14df447bf70bcbb6a3507a48e776fc", size = 476047, upload-time = "2026-05-20T14:01:44.39Z" }, + { url = "https://files.pythonhosted.org/packages/cf/82/e7de4178c0c2d1c9a5a3be3cc0b33e46a85b3ee4a77c071bf7ad8600e079/greenlet-3.5.1-cp315-cp315-musllinux_1_2_aarch64.whl", hash = "sha256:975eac34b44a7077ca4d421348455b94f0f518246a7f14bc6d2fdcfe5b584368", size = 1621256, upload-time = "2026-05-20T14:02:31.91Z" }, + { url = "https://files.pythonhosted.org/packages/00/10/f2dddcf7dacac17dfc68691809589adad06135eb28930429cf58a6467a2f/greenlet-3.5.1-cp315-cp315-musllinux_1_2_x86_64.whl", hash = "sha256:9ab3c3a0b2ae6198e67c898dad5215a49f9ae0d0081b3c3ec59f333e39eeca26", size = 1685956, upload-time = "2026-05-20T13:14:42.55Z" }, + { url = "https://files.pythonhosted.org/packages/22/17/4a232b32133230ada52f70e9d7f5b65b0caef8772f01849bd8d149e7e4ca/greenlet-3.5.1-cp315-cp315-win_amd64.whl", hash = "sha256:cbfc69be86e10dcfef5b1e6269d1d6926552aa89ee39e1de3353360c1b6989ab", size = 239802, upload-time = "2026-05-20T13:13:15.481Z" }, + { url = "https://files.pythonhosted.org/packages/c2/ae/4e623a7e6d4d2a5f4cb8e4c82de4169fc637942caae68d6e676b8a128ac5/greenlet-3.5.1-cp315-cp315-win_arm64.whl", hash = "sha256:92fd6d44ac5e5a887c8a5dc4a8ba0ba908527c31c12f78c6bc7dcfe8aab279f6", size = 236853, upload-time = "2026-05-20T13:15:37.301Z" }, + { url = "https://files.pythonhosted.org/packages/7a/57/816d9cff29119da3505b3d6a5e14a8af89006ac36f47f891ff293ee05af1/greenlet-3.5.1-cp315-cp315t-macosx_11_0_universal2.whl", hash = "sha256:a6fdf2433a5441ef9a95464f7c3e674775da1c8c1177fff311cee1acad4626ed", size = 293877, upload-time = "2026-05-20T13:10:19.078Z" }, + { url = "https://files.pythonhosted.org/packages/23/a1/59b0a7c7d140ff1a75626680b9a9899b79a9176cab298b394968fb023295/greenlet-3.5.1-cp315-cp315t-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:7546556f0d649f99f6a361098a55f761181bb2ea12ff150bb16d26092ad88244", size = 655333, upload-time = "2026-05-20T14:00:14.758Z" }, + { url = "https://files.pythonhosted.org/packages/72/1b/5efe127597625042218939d01855109f352779050768b670b52edcc16a6c/greenlet-3.5.1-cp315-cp315t-manylinux_2_24_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:d5ee3ea898009fa898f85f9982255d35278c477bebe185beca249cab42d4526c", size = 659443, upload-time = "2026-05-20T14:05:50.159Z" }, + { url = "https://files.pythonhosted.org/packages/c9/9d/1dcdf7b95ab3cf8c7b6d7277c18a5e167312f2b362ddfcc5d5e6d8d84b43/greenlet-3.5.1-cp315-cp315t-manylinux_2_24_s390x.manylinux_2_28_s390x.whl", hash = "sha256:a57b0d05a0448eed231d59c0ceb287dde984551e54cbc51ac2d4865712838e9c", size = 659998, upload-time = "2026-05-20T14:09:16.912Z" }, + { url = "https://files.pythonhosted.org/packages/6c/6d/c404246ea4d22d097a7426d0efb5b781bd7eb67715f09e79001bd552ab18/greenlet-3.5.1-cp315-cp315t-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:a5c81f74d204d3edd136ebfd50dce53acbb776995d721a0fe801626cfc93b8cd", size = 658356, upload-time = "2026-05-20T13:14:35.091Z" }, + { url = "https://files.pythonhosted.org/packages/05/7e/c4959664fc231d587d66d8e81f2095e98056ba1954beafdcbe635e251052/greenlet-3.5.1-cp315-cp315t-manylinux_2_39_riscv64.whl", hash = "sha256:b0703c2cef53e01baec47f7a3868009913ad71ec678bbecb42a6f40895e4ce62", size = 494470, upload-time = "2026-05-20T14:01:45.611Z" }, + { url = "https://files.pythonhosted.org/packages/51/02/f8ee37fb6d2219329f350af241c27fcf12df57e723d11f6fc6d3bacdadaa/greenlet-3.5.1-cp315-cp315t-musllinux_1_2_aarch64.whl", hash = "sha256:2c18ef16bf6d4dd410e4dd52996888ea1497be26892fe5bbc73580aba4287b8e", size = 1619216, upload-time = "2026-05-20T14:02:33.403Z" }, + { url = "https://files.pythonhosted.org/packages/93/c5/3dc9475ace2c7a3680da12372cddd7f1ac874eb410a1ac48d3e9dab83782/greenlet-3.5.1-cp315-cp315t-musllinux_1_2_x86_64.whl", hash = "sha256:17d86354f0ae6b61bf9be5148d0dd34e06c3cb7c602c671f79f29ac3b150e659", size = 1678427, upload-time = "2026-05-20T13:14:43.71Z" }, + { url = "https://files.pythonhosted.org/packages/df/4e/750c15c317a41ffb36f0bf40b933e3d744a7dede61889f74443ea69690cf/greenlet-3.5.1-cp315-cp315t-win_amd64.whl", hash = "sha256:e7516cf6ae6b8a582c2770a0caed47b8a48373ed732c33d69a72913ae6ac923e", size = 245225, upload-time = "2026-05-20T13:13:59.366Z" }, + { url = "https://files.pythonhosted.org/packages/4f/fd/d3baea2eeb7b617efd47e87ca06e2ec2c6118d303aa9e918e0ce16eadc10/greenlet-3.5.1-cp315-cp315t-win_arm64.whl", hash = "sha256:5028648bf2253ec4745add746129d3904121fa7fe871a76bed23c5720573ce0a", size = 239590, upload-time = "2026-05-20T13:13:37.382Z" }, +] + +[[package]] +name = "h11" +version = "0.16.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/01/ee/02a2c011bdab74c6fb3c75474d40b3052059d95df7e73351460c8588d963/h11-0.16.0.tar.gz", hash = "sha256:4e35b956cf45792e4caa5885e69fba00bdbc6ffafbfa020300e549b208ee5ff1", size = 101250, upload-time = "2025-04-24T03:35:25.427Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/04/4b/29cac41a4d98d144bf5f6d33995617b185d14b22401f75ca86f384e87ff1/h11-0.16.0-py3-none-any.whl", hash = "sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86", size = 37515, upload-time = "2025-04-24T03:35:24.344Z" }, +] + +[[package]] +name = "httpcore" +version = "1.0.9" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "certifi" }, + { name = "h11" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/06/94/82699a10bca87a5556c9c59b5963f2d039dbd239f25bc2a63907a05a14cb/httpcore-1.0.9.tar.gz", hash = "sha256:6e34463af53fd2ab5d807f399a9b45ea31c3dfa2276f15a2c3f00afff6e176e8", size = 85484, upload-time = "2025-04-24T22:06:22.219Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/7e/f5/f66802a942d491edb555dd61e3a9961140fd64c90bce1eafd741609d334d/httpcore-1.0.9-py3-none-any.whl", hash = "sha256:2d400746a40668fc9dec9810239072b40b4484b640a8c38fd654a024c7a1bf55", size = 78784, upload-time = "2025-04-24T22:06:20.566Z" }, +] + +[[package]] +name = "httptools" +version = "0.8.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/43/e5/d471fcb0e14523fe1c3f4ba58ca52480e7bd70ad7109a3846bc75892f7fb/httptools-0.8.0.tar.gz", hash = "sha256:6b2a32f18d97e16e90827d7a819ffa8dbd8cc245fc4e1fa9d1095b54ef4bd999", size = 271342, upload-time = "2026-05-25T22:17:48.841Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/f8/d2/c3eedaef57de65c3cc5f8dc244cf12d09c84ad258a479055aad6db23206c/httptools-0.8.0-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:ed377e64805bdba4943c82717333f8f8603a13b09aff9cead2717c6c817fb168", size = 208428, upload-time = "2026-05-25T22:16:59.717Z" }, + { url = "https://files.pythonhosted.org/packages/f1/94/dfe435d90d0ef61ec0f2cc3d480eef78c59727c6c2ce039f433882f6131a/httptools-0.8.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:9518c406d7b310f05adb1a37f80acabac40504a575d7c0da6d3e365c695ac20d", size = 113366, upload-time = "2026-05-25T22:17:00.795Z" }, + { url = "https://files.pythonhosted.org/packages/cc/d4/13025f1a56e615dcb331e0bbe2d9a1143212b58c263385fc5d2e558f5bac/httptools-0.8.0-cp311-cp311-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:57278e6fa0424c42a8a3e454828ab4f0aff27b40cddf9679579b98c6dce6a376", size = 464676, upload-time = "2026-05-25T22:17:02.014Z" }, + { url = "https://files.pythonhosted.org/packages/bf/95/4c1c26c0b985f8a3331682d802598f14e32dc41bf7509266eb2c04ad4801/httptools-0.8.0-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:bbb8caadb2b742d293169d2b458b5c001ef70e3158704aa3d3ef9597624c5d1d", size = 464235, upload-time = "2026-05-25T22:17:03.109Z" }, + { url = "https://files.pythonhosted.org/packages/a2/82/6735be2b0ca527718c431cdb8e5f70c3862c0844a687df0f572c51e11497/httptools-0.8.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:52dd695b865fe96d9d2b16b64a895f3f57bf3cb064e8383cd3b5713a069e8085", size = 449809, upload-time = "2026-05-25T22:17:04.443Z" }, + { url = "https://files.pythonhosted.org/packages/b5/f9/5811c74f37a758c8a4aa3dc430375119d335947e883efc4664d8f3559a41/httptools-0.8.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:20b4aac66ff65f7db06a375808b78f42a94970aa22e826b3cb2b43eb09174124", size = 452174, upload-time = "2026-05-25T22:17:05.476Z" }, + { url = "https://files.pythonhosted.org/packages/cc/94/97b75870dea07b71e3ec535cebe525b08d723152e4c7d13fa887e51f4de2/httptools-0.8.0-cp311-cp311-win_amd64.whl", hash = "sha256:a1b4c8e7a489a0d750d91894e9a8cdc295838f1924c0ca903ae993456fddec07", size = 90991, upload-time = "2026-05-25T22:17:06.75Z" }, + { url = "https://files.pythonhosted.org/packages/14/88/1d21a36da8f5cb0fa49eafd4b169eba5608d57e75bbcf61845cbc6243216/httptools-0.8.0-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:880490234c10f70a9830743097e8958d6e4b9f5a0ffc24515023afeef984054d", size = 208247, upload-time = "2026-05-25T22:17:07.843Z" }, + { url = "https://files.pythonhosted.org/packages/a5/42/cc4feea2945cb3051038f090c9b36bd5b8a9d7f5a894a506a8983e33fd1c/httptools-0.8.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:5931891fb7b441b8a3853cf1b85c82c903defce084dd5f6771ca46e31bf862c5", size = 113064, upload-time = "2026-05-25T22:17:09.136Z" }, + { url = "https://files.pythonhosted.org/packages/e3/a6/febbb8b8db0f58b38e44ad6cb946e6a255ae49b55f2e8543408fb7501ccd/httptools-0.8.0-cp312-cp312-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:b15fc622b0f869d19207c4089a501d9bcc63ca5e071ffdd2f03f922df882dcb2", size = 523851, upload-time = "2026-05-25T22:17:10.106Z" }, + { url = "https://files.pythonhosted.org/packages/b7/e4/f90a0df0b83beff265b7e3b65f2a4cefd95792d4be0ac3e16049f2acd3c2/httptools-0.8.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:425f83884fd6343828d8c565f046cb72b6d19063f6924093e11bcd8e1548cd09", size = 518842, upload-time = "2026-05-25T22:17:11.218Z" }, + { url = "https://files.pythonhosted.org/packages/9e/2d/0c9ac76dd2c893841fbf6498d6acec4f2442e1b7067f6e3e316a80e494e8/httptools-0.8.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:ef7c3c97f4311c7be57e2986629df89d49cb434dbff78eafcd48c2bff986b15a", size = 501238, upload-time = "2026-05-25T22:17:12.728Z" }, + { url = "https://files.pythonhosted.org/packages/ca/42/906adc91ae3a5fa9c59c0a2f21c139725bd7e5b41ae6acd485cd14123ebf/httptools-0.8.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:a1afd7c9fbff0d9f5d489c4ce2768bd09c84a46ddefc7161e6aa82ae35c85745", size = 509567, upload-time = "2026-05-25T22:17:13.842Z" }, + { url = "https://files.pythonhosted.org/packages/05/0b/4240efeb672751ee5b9b380cb0e3fdc050bc05f68adc7a8aefc4fcd9a69a/httptools-0.8.0-cp312-cp312-win_amd64.whl", hash = "sha256:cd96f29b4bab1d42fa6e3d008711c75e0f79e94e06827330160e3a304227f150", size = 90918, upload-time = "2026-05-25T22:17:15.155Z" }, + { url = "https://files.pythonhosted.org/packages/5e/e5/8cfcabc5546e8022f168be28bcdaa128a240a0befdd03b59d558b4f18bd6/httptools-0.8.0-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:614ceea8ea606848bece2338ac03b3ce5324bcb4be8dc7d377ed708012fa4db8", size = 205148, upload-time = "2026-05-25T22:17:16.333Z" }, + { url = "https://files.pythonhosted.org/packages/2a/0e/0fb14848c19a686c8062ff9067c1a48793e3224b47bc5b201535b6036fce/httptools-0.8.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:2d689918c15a013c65ef52d9fd495d766893ab831a2c8d89f2ac5940a5df847c", size = 111368, upload-time = "2026-05-25T22:17:17.586Z" }, + { url = "https://files.pythonhosted.org/packages/2e/1b/46f1cecf06b9bbde8e4b8c88034ac7908989e5ff7a3a388ef38392949c1f/httptools-0.8.0-cp313-cp313-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:eb3028cca2fc0a6d720e52ef61d8ebb62fcbfeb1de56874546d858d3f25a26b7", size = 486447, upload-time = "2026-05-25T22:17:18.564Z" }, + { url = "https://files.pythonhosted.org/packages/77/00/258bfc0837221f81d9725c45f9b948a6a6b2994a147a4fb66e85100c668f/httptools-0.8.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:88bdd940f2b5d487b4d032c6afa5489a7dc4694410d43de3c38c4fb3af0dc45d", size = 482448, upload-time = "2026-05-25T22:17:19.912Z" }, + { url = "https://files.pythonhosted.org/packages/04/ab/d1cef3b5523f4d272a70f42a776c3169a2dddfe3a54de4b2ce4a36341528/httptools-0.8.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:6a43c9dd399758ccc0531acb0a3c4a6c299ee893ee9400e9c893b7bdcfae0681", size = 464460, upload-time = "2026-05-25T22:17:20.882Z" }, + { url = "https://files.pythonhosted.org/packages/ce/48/5d1d072442277bb2b3434e0e60690b8e8c23840ef7de8b6ea54040a536d3/httptools-0.8.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:0770728beb05094c809b98e814edff5fef69d26ad7d21185f2f6d5884a0ba683", size = 471312, upload-time = "2026-05-25T22:17:22.085Z" }, + { url = "https://files.pythonhosted.org/packages/0d/66/b96623b27e51a68199ef4efdda0613cced9233fe3062ac74e50749c5ad37/httptools-0.8.0-cp313-cp313-win_amd64.whl", hash = "sha256:7685df791fad561384bfb139e77fde27a1ffd93134e016f95a0db424ffbf77b1", size = 90117, upload-time = "2026-05-25T22:17:23.074Z" }, + { url = "https://files.pythonhosted.org/packages/1a/12/fa3fbf5f9517b273edea2dc982aa82a8c634091e67c590792b729017bc6f/httptools-0.8.0-cp314-cp314-macosx_10_13_universal2.whl", hash = "sha256:de242a49b5d18e0a8776e654e9f6bf6d89f3875a5c35b425a0e7ce940feb3fd6", size = 206183, upload-time = "2026-05-25T22:17:24.004Z" }, + { url = "https://files.pythonhosted.org/packages/30/fc/5e7c4cb443370f2090a3aba0453a07384d29ff66b7435bb90e77e1037599/httptools-0.8.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:159e9ab5f701ccd42e555a12f1ad8ff69702910fc1c996cf2bb66e5fcb7a231b", size = 112079, upload-time = "2026-05-25T22:17:25.216Z" }, + { url = "https://files.pythonhosted.org/packages/ba/53/771bd891eb0f236f32145d6a1775777ec85745f3cc983a1f23d1a3b8ddfe/httptools-0.8.0-cp314-cp314-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:c4a9f1707e4823d54dfec6c33fa3697d302aed536ed352a7ebb5a061ddb869d0", size = 481596, upload-time = "2026-05-25T22:17:26.186Z" }, + { url = "https://files.pythonhosted.org/packages/62/42/94e15bc68ce3d423243c45d7f1b0c7561f13844f97dc52ae23182fb65628/httptools-0.8.0-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:d76ad7b951387e3632c8716a9bb03ac5b45c5f16119aa409db0459520887944e", size = 480865, upload-time = "2026-05-25T22:17:27.542Z" }, + { url = "https://files.pythonhosted.org/packages/1c/7c/fe2980fc03723272e30f135b62360b075f513dfe7cc73aef36c7f04012bd/httptools-0.8.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:a3b7387147361c3fd47a0bde763c5c91b5b4cd4dc9989b8ece84ff436c99843b", size = 463189, upload-time = "2026-05-25T22:17:28.546Z" }, + { url = "https://files.pythonhosted.org/packages/15/1b/47fc5fff68acd1bfa20b4734059c9a06cadb88119dcd5258b5b0d21d91c8/httptools-0.8.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:f256d6ce930c52ca1cb2a960b7da03548c454e7d28b06059ad41bfe789036ce0", size = 466610, upload-time = "2026-05-25T22:17:29.816Z" }, + { url = "https://files.pythonhosted.org/packages/60/bd/07b13c93ffd9bec9546e0d43f8e19378dd696dbd278511406bc07371ef1f/httptools-0.8.0-cp314-cp314-win_amd64.whl", hash = "sha256:19d1ee275bb59ba2643ba9a3a1e51cc0c788caf2b8df506368e03f56fdd08527", size = 92705, upload-time = "2026-05-25T22:17:31.133Z" }, + { url = "https://files.pythonhosted.org/packages/fd/c4/121648f68ce066d7bd762d6b6d97e620847642d38d54f3d90ff11d947629/httptools-0.8.0-cp314-cp314t-macosx_10_13_universal2.whl", hash = "sha256:de1ed58a974e75d56560acc7e7fed01a454994429456f65209789992e41f2568", size = 215023, upload-time = "2026-05-25T22:17:32.401Z" }, + { url = "https://files.pythonhosted.org/packages/b9/b0/312a062ae741ae3e8baa8c8bf20be81b2e67337b259ab4349bebc7b6142e/httptools-0.8.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:e93c227b595c6926c1acee96891dd9da4be338cfbe82e5cd3bb9d8dd7dc4ac0b", size = 117405, upload-time = "2026-05-25T22:17:33.742Z" }, + { url = "https://files.pythonhosted.org/packages/fc/37/fccd705f795386bb05bf413012fecff2a33e5aa8c2f069096de3e9fd8702/httptools-0.8.0-cp314-cp314t-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:2a021c3a8e65cc125390d72f59b968afca3bdcaff25bd67965e0a055a14946ca", size = 558497, upload-time = "2026-05-25T22:17:34.732Z" }, + { url = "https://files.pythonhosted.org/packages/bd/39/f172e8003576de35f5ba77ff417cf0e34429d35dc014deef15afa337a72c/httptools-0.8.0-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:48774d39cbb70e2b1f71f88852a3087ae1d3a1eb80482bb48c13067ab080c14f", size = 571585, upload-time = "2026-05-25T22:17:35.813Z" }, + { url = "https://files.pythonhosted.org/packages/3e/b9/f5564760af99f3dbbf3f9104dc00e5da27e96cf433c6bdcf77617f70bf3f/httptools-0.8.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:88eead8ec8680a9f146c655bc88445a325bd7921cfd8194c7337e9467282427d", size = 543297, upload-time = "2026-05-25T22:17:37.08Z" }, + { url = "https://files.pythonhosted.org/packages/99/67/8d9f2c313618e161b82f3873188e7196126da1d6e29688df40eb3997c77a/httptools-0.8.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:2c032fa028f46871ec7e1fc59fc15e8023eab3e6bbe6ece786a1611719a5d081", size = 539535, upload-time = "2026-05-25T22:17:38.032Z" }, + { url = "https://files.pythonhosted.org/packages/48/63/b906c01e53f50d432c0defe43ce52764a111dc1bdd028bafbeb54dcfd008/httptools-0.8.0-cp314-cp314t-win_amd64.whl", hash = "sha256:384c17174464c8e873398b7af24f0b1f44d992c820328413951a625323155d77", size = 108209, upload-time = "2026-05-25T22:17:39.473Z" }, +] + +[[package]] +name = "httpx" +version = "0.28.1" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "anyio" }, + { name = "certifi" }, + { name = "httpcore" }, + { name = "idna" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/b1/df/48c586a5fe32a0f01324ee087459e112ebb7224f646c0b5023f5e79e9956/httpx-0.28.1.tar.gz", hash = "sha256:75e98c5f16b0f35b567856f597f06ff2270a374470a5c2392242528e3e3e42fc", size = 141406, upload-time = "2024-12-06T15:37:23.222Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/2a/39/e50c7c3a983047577ee07d2a9e53faf5a69493943ec3f6a384bdc792deb2/httpx-0.28.1-py3-none-any.whl", hash = "sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad", size = 73517, upload-time = "2024-12-06T15:37:21.509Z" }, +] + +[[package]] +name = "idna" +version = "3.16" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/1a/88/bcf9709822fe69d02c2a6a77956c98ce6ea8ca8767a9aadcedc7eb6a2390/idna-3.16.tar.gz", hash = "sha256:d7a6da03db833450fca25d2358ac9ff06cd624577a4aea3a596d5c0f77b8e03d", size = 203770, upload-time = "2026-05-22T00:16:18.781Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/94/16/70255075a9859a0e3adb789b68ceb0e210dec03934245fd98d248226572f/idna-3.16-py3-none-any.whl", hash = "sha256:cc246e3a3f89580c3a951b5ad298ca4638078b2cdd4f115654332b5c26daded5", size = 74165, upload-time = "2026-05-22T00:16:16.698Z" }, +] + +[[package]] +name = "iniconfig" +version = "2.3.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/72/34/14ca021ce8e5dfedc35312d08ba8bf51fdd999c576889fc2c24cb97f4f10/iniconfig-2.3.0.tar.gz", hash = "sha256:c76315c77db068650d49c5b56314774a7804df16fee4402c1f19d6d15d8c4730", size = 20503, upload-time = "2025-10-18T21:55:43.219Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/cb/b1/3846dd7f199d53cb17f49cba7e651e9ce294d8497c8c150530ed11865bb8/iniconfig-2.3.0-py3-none-any.whl", hash = "sha256:f631c04d2c48c52b84d0d0549c99ff3859c98df65b3101406327ecc7d53fbf12", size = 7484, upload-time = "2025-10-18T21:55:41.639Z" }, +] + +[[package]] +name = "mako" +version = "1.3.12" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "markupsafe" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/00/62/791b31e69ae182791ec67f04850f2f062716bbd205483d63a215f3e062d3/mako-1.3.12.tar.gz", hash = "sha256:9f778e93289bd410bb35daadeb4fc66d95a746f0b75777b942088b7fd7af550a", size = 400219, upload-time = "2026-04-28T19:01:08.512Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/bc/b1/a0ec7a5a9db730a08daef1fdfb8090435b82465abbf758a596f0ea88727e/mako-1.3.12-py3-none-any.whl", hash = "sha256:8f61569480282dbf557145ce441e4ba888be453c30989f879f0d652e39f53ea9", size = 78521, upload-time = "2026-04-28T19:01:10.393Z" }, +] + +[[package]] +name = "markupsafe" +version = "3.0.3" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/7e/99/7690b6d4034fffd95959cbe0c02de8deb3098cc577c67bb6a24fe5d7caa7/markupsafe-3.0.3.tar.gz", hash = "sha256:722695808f4b6457b320fdc131280796bdceb04ab50fe1795cd540799ebe1698", size = 80313, upload-time = "2025-09-27T18:37:40.426Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/08/db/fefacb2136439fc8dd20e797950e749aa1f4997ed584c62cfb8ef7c2be0e/markupsafe-3.0.3-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:1cc7ea17a6824959616c525620e387f6dd30fec8cb44f649e31712db02123dad", size = 11631, upload-time = "2025-09-27T18:36:18.185Z" }, + { url = "https://files.pythonhosted.org/packages/e1/2e/5898933336b61975ce9dc04decbc0a7f2fee78c30353c5efba7f2d6ff27a/markupsafe-3.0.3-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:4bd4cd07944443f5a265608cc6aab442e4f74dff8088b0dfc8238647b8f6ae9a", size = 12058, upload-time = "2025-09-27T18:36:19.444Z" }, + { url = "https://files.pythonhosted.org/packages/1d/09/adf2df3699d87d1d8184038df46a9c80d78c0148492323f4693df54e17bb/markupsafe-3.0.3-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:6b5420a1d9450023228968e7e6a9ce57f65d148ab56d2313fcd589eee96a7a50", size = 24287, upload-time = "2025-09-27T18:36:20.768Z" }, + { url = "https://files.pythonhosted.org/packages/30/ac/0273f6fcb5f42e314c6d8cd99effae6a5354604d461b8d392b5ec9530a54/markupsafe-3.0.3-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:0bf2a864d67e76e5c9a34dc26ec616a66b9888e25e7b9460e1c76d3293bd9dbf", size = 22940, upload-time = "2025-09-27T18:36:22.249Z" }, + { url = "https://files.pythonhosted.org/packages/19/ae/31c1be199ef767124c042c6c3e904da327a2f7f0cd63a0337e1eca2967a8/markupsafe-3.0.3-cp311-cp311-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:bc51efed119bc9cfdf792cdeaa4d67e8f6fcccab66ed4bfdd6bde3e59bfcbb2f", size = 21887, upload-time = "2025-09-27T18:36:23.535Z" }, + { url = "https://files.pythonhosted.org/packages/b2/76/7edcab99d5349a4532a459e1fe64f0b0467a3365056ae550d3bcf3f79e1e/markupsafe-3.0.3-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:068f375c472b3e7acbe2d5318dea141359e6900156b5b2ba06a30b169086b91a", size = 23692, upload-time = "2025-09-27T18:36:24.823Z" }, + { url = "https://files.pythonhosted.org/packages/a4/28/6e74cdd26d7514849143d69f0bf2399f929c37dc2b31e6829fd2045b2765/markupsafe-3.0.3-cp311-cp311-musllinux_1_2_riscv64.whl", hash = "sha256:7be7b61bb172e1ed687f1754f8e7484f1c8019780f6f6b0786e76bb01c2ae115", size = 21471, upload-time = "2025-09-27T18:36:25.95Z" }, + { url = "https://files.pythonhosted.org/packages/62/7e/a145f36a5c2945673e590850a6f8014318d5577ed7e5920a4b3448e0865d/markupsafe-3.0.3-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:f9e130248f4462aaa8e2552d547f36ddadbeaa573879158d721bbd33dfe4743a", size = 22923, upload-time = "2025-09-27T18:36:27.109Z" }, + { url = "https://files.pythonhosted.org/packages/0f/62/d9c46a7f5c9adbeeeda52f5b8d802e1094e9717705a645efc71b0913a0a8/markupsafe-3.0.3-cp311-cp311-win32.whl", hash = "sha256:0db14f5dafddbb6d9208827849fad01f1a2609380add406671a26386cdf15a19", size = 14572, upload-time = "2025-09-27T18:36:28.045Z" }, + { url = "https://files.pythonhosted.org/packages/83/8a/4414c03d3f891739326e1783338e48fb49781cc915b2e0ee052aa490d586/markupsafe-3.0.3-cp311-cp311-win_amd64.whl", hash = "sha256:de8a88e63464af587c950061a5e6a67d3632e36df62b986892331d4620a35c01", size = 15077, upload-time = "2025-09-27T18:36:29.025Z" }, + { url = "https://files.pythonhosted.org/packages/35/73/893072b42e6862f319b5207adc9ae06070f095b358655f077f69a35601f0/markupsafe-3.0.3-cp311-cp311-win_arm64.whl", hash = "sha256:3b562dd9e9ea93f13d53989d23a7e775fdfd1066c33494ff43f5418bc8c58a5c", size = 13876, upload-time = "2025-09-27T18:36:29.954Z" }, + { url = "https://files.pythonhosted.org/packages/5a/72/147da192e38635ada20e0a2e1a51cf8823d2119ce8883f7053879c2199b5/markupsafe-3.0.3-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:d53197da72cc091b024dd97249dfc7794d6a56530370992a5e1a08983ad9230e", size = 11615, upload-time = "2025-09-27T18:36:30.854Z" }, + { url = "https://files.pythonhosted.org/packages/9a/81/7e4e08678a1f98521201c3079f77db69fb552acd56067661f8c2f534a718/markupsafe-3.0.3-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:1872df69a4de6aead3491198eaf13810b565bdbeec3ae2dc8780f14458ec73ce", size = 12020, upload-time = "2025-09-27T18:36:31.971Z" }, + { url = "https://files.pythonhosted.org/packages/1e/2c/799f4742efc39633a1b54a92eec4082e4f815314869865d876824c257c1e/markupsafe-3.0.3-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:3a7e8ae81ae39e62a41ec302f972ba6ae23a5c5396c8e60113e9066ef893da0d", size = 24332, upload-time = "2025-09-27T18:36:32.813Z" }, + { url = "https://files.pythonhosted.org/packages/3c/2e/8d0c2ab90a8c1d9a24f0399058ab8519a3279d1bd4289511d74e909f060e/markupsafe-3.0.3-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:d6dd0be5b5b189d31db7cda48b91d7e0a9795f31430b7f271219ab30f1d3ac9d", size = 22947, upload-time = "2025-09-27T18:36:33.86Z" }, + { url = "https://files.pythonhosted.org/packages/2c/54/887f3092a85238093a0b2154bd629c89444f395618842e8b0c41783898ea/markupsafe-3.0.3-cp312-cp312-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:94c6f0bb423f739146aec64595853541634bde58b2135f27f61c1ffd1cd4d16a", size = 21962, upload-time = "2025-09-27T18:36:35.099Z" }, + { url = "https://files.pythonhosted.org/packages/c9/2f/336b8c7b6f4a4d95e91119dc8521402461b74a485558d8f238a68312f11c/markupsafe-3.0.3-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:be8813b57049a7dc738189df53d69395eba14fb99345e0a5994914a3864c8a4b", size = 23760, upload-time = "2025-09-27T18:36:36.001Z" }, + { url = "https://files.pythonhosted.org/packages/32/43/67935f2b7e4982ffb50a4d169b724d74b62a3964bc1a9a527f5ac4f1ee2b/markupsafe-3.0.3-cp312-cp312-musllinux_1_2_riscv64.whl", hash = "sha256:83891d0e9fb81a825d9a6d61e3f07550ca70a076484292a70fde82c4b807286f", size = 21529, upload-time = "2025-09-27T18:36:36.906Z" }, + { url = "https://files.pythonhosted.org/packages/89/e0/4486f11e51bbba8b0c041098859e869e304d1c261e59244baa3d295d47b7/markupsafe-3.0.3-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:77f0643abe7495da77fb436f50f8dab76dbc6e5fd25d39589a0f1fe6548bfa2b", size = 23015, upload-time = "2025-09-27T18:36:37.868Z" }, + { url = "https://files.pythonhosted.org/packages/2f/e1/78ee7a023dac597a5825441ebd17170785a9dab23de95d2c7508ade94e0e/markupsafe-3.0.3-cp312-cp312-win32.whl", hash = "sha256:d88b440e37a16e651bda4c7c2b930eb586fd15ca7406cb39e211fcff3bf3017d", size = 14540, upload-time = "2025-09-27T18:36:38.761Z" }, + { url = "https://files.pythonhosted.org/packages/aa/5b/bec5aa9bbbb2c946ca2733ef9c4ca91c91b6a24580193e891b5f7dbe8e1e/markupsafe-3.0.3-cp312-cp312-win_amd64.whl", hash = "sha256:26a5784ded40c9e318cfc2bdb30fe164bdb8665ded9cd64d500a34fb42067b1c", size = 15105, upload-time = "2025-09-27T18:36:39.701Z" }, + { url = "https://files.pythonhosted.org/packages/e5/f1/216fc1bbfd74011693a4fd837e7026152e89c4bcf3e77b6692fba9923123/markupsafe-3.0.3-cp312-cp312-win_arm64.whl", hash = "sha256:35add3b638a5d900e807944a078b51922212fb3dedb01633a8defc4b01a3c85f", size = 13906, upload-time = "2025-09-27T18:36:40.689Z" }, + { url = "https://files.pythonhosted.org/packages/38/2f/907b9c7bbba283e68f20259574b13d005c121a0fa4c175f9bed27c4597ff/markupsafe-3.0.3-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:e1cf1972137e83c5d4c136c43ced9ac51d0e124706ee1c8aa8532c1287fa8795", size = 11622, upload-time = "2025-09-27T18:36:41.777Z" }, + { url = "https://files.pythonhosted.org/packages/9c/d9/5f7756922cdd676869eca1c4e3c0cd0df60ed30199ffd775e319089cb3ed/markupsafe-3.0.3-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:116bb52f642a37c115f517494ea5feb03889e04df47eeff5b130b1808ce7c219", size = 12029, upload-time = "2025-09-27T18:36:43.257Z" }, + { url = "https://files.pythonhosted.org/packages/00/07/575a68c754943058c78f30db02ee03a64b3c638586fba6a6dd56830b30a3/markupsafe-3.0.3-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:133a43e73a802c5562be9bbcd03d090aa5a1fe899db609c29e8c8d815c5f6de6", size = 24374, upload-time = "2025-09-27T18:36:44.508Z" }, + { url = "https://files.pythonhosted.org/packages/a9/21/9b05698b46f218fc0e118e1f8168395c65c8a2c750ae2bab54fc4bd4e0e8/markupsafe-3.0.3-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:ccfcd093f13f0f0b7fdd0f198b90053bf7b2f02a3927a30e63f3ccc9df56b676", size = 22980, upload-time = "2025-09-27T18:36:45.385Z" }, + { url = "https://files.pythonhosted.org/packages/7f/71/544260864f893f18b6827315b988c146b559391e6e7e8f7252839b1b846a/markupsafe-3.0.3-cp313-cp313-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:509fa21c6deb7a7a273d629cf5ec029bc209d1a51178615ddf718f5918992ab9", size = 21990, upload-time = "2025-09-27T18:36:46.916Z" }, + { url = "https://files.pythonhosted.org/packages/c2/28/b50fc2f74d1ad761af2f5dcce7492648b983d00a65b8c0e0cb457c82ebbe/markupsafe-3.0.3-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:a4afe79fb3de0b7097d81da19090f4df4f8d3a2b3adaa8764138aac2e44f3af1", size = 23784, upload-time = "2025-09-27T18:36:47.884Z" }, + { url = "https://files.pythonhosted.org/packages/ed/76/104b2aa106a208da8b17a2fb72e033a5a9d7073c68f7e508b94916ed47a9/markupsafe-3.0.3-cp313-cp313-musllinux_1_2_riscv64.whl", hash = "sha256:795e7751525cae078558e679d646ae45574b47ed6e7771863fcc079a6171a0fc", size = 21588, upload-time = "2025-09-27T18:36:48.82Z" }, + { url = "https://files.pythonhosted.org/packages/b5/99/16a5eb2d140087ebd97180d95249b00a03aa87e29cc224056274f2e45fd6/markupsafe-3.0.3-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:8485f406a96febb5140bfeca44a73e3ce5116b2501ac54fe953e488fb1d03b12", size = 23041, upload-time = "2025-09-27T18:36:49.797Z" }, + { url = "https://files.pythonhosted.org/packages/19/bc/e7140ed90c5d61d77cea142eed9f9c303f4c4806f60a1044c13e3f1471d0/markupsafe-3.0.3-cp313-cp313-win32.whl", hash = "sha256:bdd37121970bfd8be76c5fb069c7751683bdf373db1ed6c010162b2a130248ed", size = 14543, upload-time = "2025-09-27T18:36:51.584Z" }, + { url = "https://files.pythonhosted.org/packages/05/73/c4abe620b841b6b791f2edc248f556900667a5a1cf023a6646967ae98335/markupsafe-3.0.3-cp313-cp313-win_amd64.whl", hash = "sha256:9a1abfdc021a164803f4d485104931fb8f8c1efd55bc6b748d2f5774e78b62c5", size = 15113, upload-time = "2025-09-27T18:36:52.537Z" }, + { url = "https://files.pythonhosted.org/packages/f0/3a/fa34a0f7cfef23cf9500d68cb7c32dd64ffd58a12b09225fb03dd37d5b80/markupsafe-3.0.3-cp313-cp313-win_arm64.whl", hash = "sha256:7e68f88e5b8799aa49c85cd116c932a1ac15caaa3f5db09087854d218359e485", size = 13911, upload-time = "2025-09-27T18:36:53.513Z" }, + { url = "https://files.pythonhosted.org/packages/e4/d7/e05cd7efe43a88a17a37b3ae96e79a19e846f3f456fe79c57ca61356ef01/markupsafe-3.0.3-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:218551f6df4868a8d527e3062d0fb968682fe92054e89978594c28e642c43a73", size = 11658, upload-time = "2025-09-27T18:36:54.819Z" }, + { url = "https://files.pythonhosted.org/packages/99/9e/e412117548182ce2148bdeacdda3bb494260c0b0184360fe0d56389b523b/markupsafe-3.0.3-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:3524b778fe5cfb3452a09d31e7b5adefeea8c5be1d43c4f810ba09f2ceb29d37", size = 12066, upload-time = "2025-09-27T18:36:55.714Z" }, + { url = "https://files.pythonhosted.org/packages/bc/e6/fa0ffcda717ef64a5108eaa7b4f5ed28d56122c9a6d70ab8b72f9f715c80/markupsafe-3.0.3-cp313-cp313t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:4e885a3d1efa2eadc93c894a21770e4bc67899e3543680313b09f139e149ab19", size = 25639, upload-time = "2025-09-27T18:36:56.908Z" }, + { url = "https://files.pythonhosted.org/packages/96/ec/2102e881fe9d25fc16cb4b25d5f5cde50970967ffa5dddafdb771237062d/markupsafe-3.0.3-cp313-cp313t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:8709b08f4a89aa7586de0aadc8da56180242ee0ada3999749b183aa23df95025", size = 23569, upload-time = "2025-09-27T18:36:57.913Z" }, + { url = "https://files.pythonhosted.org/packages/4b/30/6f2fce1f1f205fc9323255b216ca8a235b15860c34b6798f810f05828e32/markupsafe-3.0.3-cp313-cp313t-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:b8512a91625c9b3da6f127803b166b629725e68af71f8184ae7e7d54686a56d6", size = 23284, upload-time = "2025-09-27T18:36:58.833Z" }, + { url = "https://files.pythonhosted.org/packages/58/47/4a0ccea4ab9f5dcb6f79c0236d954acb382202721e704223a8aafa38b5c8/markupsafe-3.0.3-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:9b79b7a16f7fedff2495d684f2b59b0457c3b493778c9eed31111be64d58279f", size = 24801, upload-time = "2025-09-27T18:36:59.739Z" }, + { url = "https://files.pythonhosted.org/packages/6a/70/3780e9b72180b6fecb83a4814d84c3bf4b4ae4bf0b19c27196104149734c/markupsafe-3.0.3-cp313-cp313t-musllinux_1_2_riscv64.whl", hash = "sha256:12c63dfb4a98206f045aa9563db46507995f7ef6d83b2f68eda65c307c6829eb", size = 22769, upload-time = "2025-09-27T18:37:00.719Z" }, + { url = "https://files.pythonhosted.org/packages/98/c5/c03c7f4125180fc215220c035beac6b9cb684bc7a067c84fc69414d315f5/markupsafe-3.0.3-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:8f71bc33915be5186016f675cd83a1e08523649b0e33efdb898db577ef5bb009", size = 23642, upload-time = "2025-09-27T18:37:01.673Z" }, + { url = "https://files.pythonhosted.org/packages/80/d6/2d1b89f6ca4bff1036499b1e29a1d02d282259f3681540e16563f27ebc23/markupsafe-3.0.3-cp313-cp313t-win32.whl", hash = "sha256:69c0b73548bc525c8cb9a251cddf1931d1db4d2258e9599c28c07ef3580ef354", size = 14612, upload-time = "2025-09-27T18:37:02.639Z" }, + { url = "https://files.pythonhosted.org/packages/2b/98/e48a4bfba0a0ffcf9925fe2d69240bfaa19c6f7507b8cd09c70684a53c1e/markupsafe-3.0.3-cp313-cp313t-win_amd64.whl", hash = "sha256:1b4b79e8ebf6b55351f0d91fe80f893b4743f104bff22e90697db1590e47a218", size = 15200, upload-time = "2025-09-27T18:37:03.582Z" }, + { url = "https://files.pythonhosted.org/packages/0e/72/e3cc540f351f316e9ed0f092757459afbc595824ca724cbc5a5d4263713f/markupsafe-3.0.3-cp313-cp313t-win_arm64.whl", hash = "sha256:ad2cf8aa28b8c020ab2fc8287b0f823d0a7d8630784c31e9ee5edea20f406287", size = 13973, upload-time = "2025-09-27T18:37:04.929Z" }, + { url = "https://files.pythonhosted.org/packages/33/8a/8e42d4838cd89b7dde187011e97fe6c3af66d8c044997d2183fbd6d31352/markupsafe-3.0.3-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:eaa9599de571d72e2daf60164784109f19978b327a3910d3e9de8c97b5b70cfe", size = 11619, upload-time = "2025-09-27T18:37:06.342Z" }, + { url = "https://files.pythonhosted.org/packages/b5/64/7660f8a4a8e53c924d0fa05dc3a55c9cee10bbd82b11c5afb27d44b096ce/markupsafe-3.0.3-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:c47a551199eb8eb2121d4f0f15ae0f923d31350ab9280078d1e5f12b249e0026", size = 12029, upload-time = "2025-09-27T18:37:07.213Z" }, + { url = "https://files.pythonhosted.org/packages/da/ef/e648bfd021127bef5fa12e1720ffed0c6cbb8310c8d9bea7266337ff06de/markupsafe-3.0.3-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:f34c41761022dd093b4b6896d4810782ffbabe30f2d443ff5f083e0cbbb8c737", size = 24408, upload-time = "2025-09-27T18:37:09.572Z" }, + { url = "https://files.pythonhosted.org/packages/41/3c/a36c2450754618e62008bf7435ccb0f88053e07592e6028a34776213d877/markupsafe-3.0.3-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:457a69a9577064c05a97c41f4e65148652db078a3a509039e64d3467b9e7ef97", size = 23005, upload-time = "2025-09-27T18:37:10.58Z" }, + { url = "https://files.pythonhosted.org/packages/bc/20/b7fdf89a8456b099837cd1dc21974632a02a999ec9bf7ca3e490aacd98e7/markupsafe-3.0.3-cp314-cp314-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:e8afc3f2ccfa24215f8cb28dcf43f0113ac3c37c2f0f0806d8c70e4228c5cf4d", size = 22048, upload-time = "2025-09-27T18:37:11.547Z" }, + { url = "https://files.pythonhosted.org/packages/9a/a7/591f592afdc734f47db08a75793a55d7fbcc6902a723ae4cfbab61010cc5/markupsafe-3.0.3-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:ec15a59cf5af7be74194f7ab02d0f59a62bdcf1a537677ce67a2537c9b87fcda", size = 23821, upload-time = "2025-09-27T18:37:12.48Z" }, + { url = "https://files.pythonhosted.org/packages/7d/33/45b24e4f44195b26521bc6f1a82197118f74df348556594bd2262bda1038/markupsafe-3.0.3-cp314-cp314-musllinux_1_2_riscv64.whl", hash = "sha256:0eb9ff8191e8498cca014656ae6b8d61f39da5f95b488805da4bb029cccbfbaf", size = 21606, upload-time = "2025-09-27T18:37:13.485Z" }, + { url = "https://files.pythonhosted.org/packages/ff/0e/53dfaca23a69fbfbbf17a4b64072090e70717344c52eaaaa9c5ddff1e5f0/markupsafe-3.0.3-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:2713baf880df847f2bece4230d4d094280f4e67b1e813eec43b4c0e144a34ffe", size = 23043, upload-time = "2025-09-27T18:37:14.408Z" }, + { url = "https://files.pythonhosted.org/packages/46/11/f333a06fc16236d5238bfe74daccbca41459dcd8d1fa952e8fbd5dccfb70/markupsafe-3.0.3-cp314-cp314-win32.whl", hash = "sha256:729586769a26dbceff69f7a7dbbf59ab6572b99d94576a5592625d5b411576b9", size = 14747, upload-time = "2025-09-27T18:37:15.36Z" }, + { url = "https://files.pythonhosted.org/packages/28/52/182836104b33b444e400b14f797212f720cbc9ed6ba34c800639d154e821/markupsafe-3.0.3-cp314-cp314-win_amd64.whl", hash = "sha256:bdc919ead48f234740ad807933cdf545180bfbe9342c2bb451556db2ed958581", size = 15341, upload-time = "2025-09-27T18:37:16.496Z" }, + { url = "https://files.pythonhosted.org/packages/6f/18/acf23e91bd94fd7b3031558b1f013adfa21a8e407a3fdb32745538730382/markupsafe-3.0.3-cp314-cp314-win_arm64.whl", hash = "sha256:5a7d5dc5140555cf21a6fefbdbf8723f06fcd2f63ef108f2854de715e4422cb4", size = 14073, upload-time = "2025-09-27T18:37:17.476Z" }, + { url = "https://files.pythonhosted.org/packages/3c/f0/57689aa4076e1b43b15fdfa646b04653969d50cf30c32a102762be2485da/markupsafe-3.0.3-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:1353ef0c1b138e1907ae78e2f6c63ff67501122006b0f9abad68fda5f4ffc6ab", size = 11661, upload-time = "2025-09-27T18:37:18.453Z" }, + { url = "https://files.pythonhosted.org/packages/89/c3/2e67a7ca217c6912985ec766c6393b636fb0c2344443ff9d91404dc4c79f/markupsafe-3.0.3-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:1085e7fbddd3be5f89cc898938f42c0b3c711fdcb37d75221de2666af647c175", size = 12069, upload-time = "2025-09-27T18:37:19.332Z" }, + { url = "https://files.pythonhosted.org/packages/f0/00/be561dce4e6ca66b15276e184ce4b8aec61fe83662cce2f7d72bd3249d28/markupsafe-3.0.3-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:1b52b4fb9df4eb9ae465f8d0c228a00624de2334f216f178a995ccdcf82c4634", size = 25670, upload-time = "2025-09-27T18:37:20.245Z" }, + { url = "https://files.pythonhosted.org/packages/50/09/c419f6f5a92e5fadde27efd190eca90f05e1261b10dbd8cbcb39cd8ea1dc/markupsafe-3.0.3-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:fed51ac40f757d41b7c48425901843666a6677e3e8eb0abcff09e4ba6e664f50", size = 23598, upload-time = "2025-09-27T18:37:21.177Z" }, + { url = "https://files.pythonhosted.org/packages/22/44/a0681611106e0b2921b3033fc19bc53323e0b50bc70cffdd19f7d679bb66/markupsafe-3.0.3-cp314-cp314t-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:f190daf01f13c72eac4efd5c430a8de82489d9cff23c364c3ea822545032993e", size = 23261, upload-time = "2025-09-27T18:37:22.167Z" }, + { url = "https://files.pythonhosted.org/packages/5f/57/1b0b3f100259dc9fffe780cfb60d4be71375510e435efec3d116b6436d43/markupsafe-3.0.3-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:e56b7d45a839a697b5eb268c82a71bd8c7f6c94d6fd50c3d577fa39a9f1409f5", size = 24835, upload-time = "2025-09-27T18:37:23.296Z" }, + { url = "https://files.pythonhosted.org/packages/26/6a/4bf6d0c97c4920f1597cc14dd720705eca0bf7c787aebc6bb4d1bead5388/markupsafe-3.0.3-cp314-cp314t-musllinux_1_2_riscv64.whl", hash = "sha256:f3e98bb3798ead92273dc0e5fd0f31ade220f59a266ffd8a4f6065e0a3ce0523", size = 22733, upload-time = "2025-09-27T18:37:24.237Z" }, + { url = "https://files.pythonhosted.org/packages/14/c7/ca723101509b518797fedc2fdf79ba57f886b4aca8a7d31857ba3ee8281f/markupsafe-3.0.3-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:5678211cb9333a6468fb8d8be0305520aa073f50d17f089b5b4b477ea6e67fdc", size = 23672, upload-time = "2025-09-27T18:37:25.271Z" }, + { url = "https://files.pythonhosted.org/packages/fb/df/5bd7a48c256faecd1d36edc13133e51397e41b73bb77e1a69deab746ebac/markupsafe-3.0.3-cp314-cp314t-win32.whl", hash = "sha256:915c04ba3851909ce68ccc2b8e2cd691618c4dc4c4232fb7982bca3f41fd8c3d", size = 14819, upload-time = "2025-09-27T18:37:26.285Z" }, + { url = "https://files.pythonhosted.org/packages/1a/8a/0402ba61a2f16038b48b39bccca271134be00c5c9f0f623208399333c448/markupsafe-3.0.3-cp314-cp314t-win_amd64.whl", hash = "sha256:4faffd047e07c38848ce017e8725090413cd80cbc23d86e55c587bf979e579c9", size = 15426, upload-time = "2025-09-27T18:37:27.316Z" }, + { url = "https://files.pythonhosted.org/packages/70/bc/6f1c2f612465f5fa89b95bead1f44dcb607670fd42891d8fdcd5d039f4f4/markupsafe-3.0.3-cp314-cp314t-win_arm64.whl", hash = "sha256:32001d6a8fc98c8cb5c947787c5d08b0a50663d139f1305bac5885d98d9b40fa", size = 14146, upload-time = "2025-09-27T18:37:28.327Z" }, +] + +[[package]] +name = "numpy" +version = "2.4.6" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/d0/ad/fed0499ce6a338d2a03ebae59cd15093910c8875328855781952abf6c2fe/numpy-2.4.6.tar.gz", hash = "sha256:f3a3570c4a2a16746ac2c31a7c7c7b0c186b95ce902e33db6f28094ed7387dda", size = 20735807, upload-time = "2026-05-18T23:37:14.07Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/b3/49/ec46835a70be8fa6446c495126ac84fdb28cb2558e1620ffb87a10c8b64c/numpy-2.4.6-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:0280e0356c0829a18d9de1cb7eee50ec22ca639878d7240307ca0943d73cd2c4", size = 16969194, upload-time = "2026-05-18T23:33:13.503Z" }, + { url = "https://files.pythonhosted.org/packages/0e/0d/f5957185c0ee2f3e12f78715aa9e3b353fd83633316c8532b38faa37e3f6/numpy-2.4.6-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:110f8b71aacb688ec69062bb7f6938a0f8acb01b7c1c4beb453c65b6d234584d", size = 14964111, upload-time = "2026-05-18T23:33:17.795Z" }, + { url = "https://files.pythonhosted.org/packages/ad/40/40a40ee0ddf7ceb782c49af278894b686e586d65d8c1889c8b5da01a3d7d/numpy-2.4.6-cp311-cp311-macosx_14_0_arm64.whl", hash = "sha256:4cfe66903cc32a9921a6733d96b19bb6abf310397581bbad89c228f5abaf0ee8", size = 5469159, upload-time = "2026-05-18T23:33:20.654Z" }, + { url = "https://files.pythonhosted.org/packages/63/13/f9a8046535cb21deae82f8d03de9617e08882d274fad2539630761888228/numpy-2.4.6-cp311-cp311-macosx_14_0_x86_64.whl", hash = "sha256:8155154c7c691289fe18f510b5d4657c68c67989f293f0535a91360392ff6538", size = 6798936, upload-time = "2026-05-18T23:33:22.987Z" }, + { url = "https://files.pythonhosted.org/packages/33/a8/6fa8c1a345a8c85dbb21932c447bee07c30a2c2a3f31e369c0a84b300147/numpy-2.4.6-cp311-cp311-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:0ab0a9c4ffb1a6d95ef519fe4247dba8eb6b18ad93999f76b7f657039acabd47", size = 15966692, upload-time = "2026-05-18T23:33:26.62Z" }, + { url = "https://files.pythonhosted.org/packages/02/03/74fe2a4cb3817d94d86402f2506554130a2f01414e299b5a843e5a8a957f/numpy-2.4.6-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:89cd468399cfd2504718f0ba50e410dca55a170b61a02ad92bb18c8a65186e93", size = 16918164, upload-time = "2026-05-18T23:33:29.955Z" }, + { url = "https://files.pythonhosted.org/packages/c5/80/3615be3313f7e7696609bc194b9f0101da809df79e859bdb84e0cd043f46/numpy-2.4.6-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:c2d37ab77531417474168eb79d6d80b14f821a966818505d03013d0833edb7a8", size = 17322877, upload-time = "2026-05-18T23:33:34.724Z" }, + { url = "https://files.pythonhosted.org/packages/ca/ac/a691e0fe2675e370d0e08ff905adc49a1c8830e8cae03efe4477e92cd55d/numpy-2.4.6-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:f407cb6b8e9d6d8c626bc73c945db1706035af8fd632295547bf1c9e46d092d6", size = 18651487, upload-time = "2026-05-18T23:33:38.217Z" }, + { url = "https://files.pythonhosted.org/packages/15/a7/9bc1cd626d7bf6869bfedf27b91b6ab5dd607758bf8e959d6fa80c6a59cb/numpy-2.4.6-cp311-cp311-win32.whl", hash = "sha256:ddea102b48f9e339f3948bf22040944184627a30fdf7f858667673b9c5f033c8", size = 6233945, upload-time = "2026-05-18T23:33:41.331Z" }, + { url = "https://files.pythonhosted.org/packages/c5/31/7fc6239c12bce7e931463251cca4426c465e1876ba3cc785402ef4dd8f4e/numpy-2.4.6-cp311-cp311-win_amd64.whl", hash = "sha256:1e254a00cdf42b1e4d5b3d68d33af63268d41340d8885df2ab6470f2e1500147", size = 12608406, upload-time = "2026-05-18T23:33:44.131Z" }, + { url = "https://files.pythonhosted.org/packages/27/83/140f85a466595a16382996a1bf06b2b54bcd597488921b0c9daaeeda72af/numpy-2.4.6-cp311-cp311-win_arm64.whl", hash = "sha256:ed9749eef4cbd126da3dc1d6bcb3a57f5eb7ac6a6484146bdbf743f552dfc577", size = 10479528, upload-time = "2026-05-18T23:33:50.725Z" }, + { url = "https://files.pythonhosted.org/packages/95/2a/3d7b5ac8aac24feaf9ad7ed58f45b0bbc06d37e4338ae84c9f2298b570f9/numpy-2.4.6-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:001fbb8e08d942dd57599e781f2472269ee7f2755fae407b4f67b2f0b17da3f1", size = 16689119, upload-time = "2026-05-18T23:33:54.065Z" }, + { url = "https://files.pythonhosted.org/packages/ea/12/92c4c131527599e8288d6918e888d88726f84d805d784b771f32408aeaef/numpy-2.4.6-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:ebfb099f8dcf083deef3ac1ca4c1503f387cf76296fcb3816b66f5ecb5f54fdb", size = 14699246, upload-time = "2026-05-18T23:33:57.621Z" }, + { url = "https://files.pythonhosted.org/packages/ad/fe/c0a6b7b2ca128a8fb228575147073b660656734b8ebe4d76c8fd748dcc79/numpy-2.4.6-cp312-cp312-macosx_14_0_arm64.whl", hash = "sha256:3213d622a0283a39a93d188f3cf72b26862df52fbb4ca3697f51705016523d41", size = 5204410, upload-time = "2026-05-18T23:34:00.302Z" }, + { url = "https://files.pythonhosted.org/packages/f3/d4/9770d14ba719432bb90a421bfd443872ed0f70f7264b64bec12ea363d5fd/numpy-2.4.6-cp312-cp312-macosx_14_0_x86_64.whl", hash = "sha256:357cc07a6d7b0b182ff02249616a03742827ebb1277546b5c7cd7f7620a45698", size = 6551240, upload-time = "2026-05-18T23:34:02.852Z" }, + { url = "https://files.pythonhosted.org/packages/c9/c6/50a46a6205feba2343f1d6d17438107c5dc491ed1c736e6ea68689fd906b/numpy-2.4.6-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5f9fb9157b4ce2971008323afe46053787b526ef624fea915b261468a8421a0f", size = 15671012, upload-time = "2026-05-18T23:34:05.485Z" }, + { url = "https://files.pythonhosted.org/packages/99/60/14115e6364fa676c5397c2ad3004e527e9aa487abf5d0706ec81bbd08529/numpy-2.4.6-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:90f9849678c75fe7afa2d348ac842c168b0a4d3d61919687216dfc547976d853", size = 16645538, upload-time = "2026-05-18T23:34:09.265Z" }, + { url = "https://files.pythonhosted.org/packages/ae/c5/693cbe59e57db94d2231fa519ca3978dc9e19da5a8f088588f5c6e947ff2/numpy-2.4.6-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:c1a2af6c6ef86344a6b0db6b97834208bf598db514f2b155042439b62605601a", size = 17020706, upload-time = "2026-05-18T23:34:13.053Z" }, + { url = "https://files.pythonhosted.org/packages/ef/fc/85b7c4eff9b4966ade25c2273cf7e7012e92366c032058653934b37de044/numpy-2.4.6-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:e5805d5a22fd19c8ccff10a9561f9df94436b0545619ea579db2d3c35294bce2", size = 18368541, upload-time = "2026-05-18T23:34:17.024Z" }, + { url = "https://files.pythonhosted.org/packages/f6/81/e1b27545deedce7f4a0b348618c6b62d74e36a4dc9ccd42f3eb2f85eee32/numpy-2.4.6-cp312-cp312-win32.whl", hash = "sha256:e3eeb0aabd6bd5ce64faae67e9935203a6991b4bc2a485a767fbafb2c5125f45", size = 5962825, upload-time = "2026-05-18T23:34:20.3Z" }, + { url = "https://files.pythonhosted.org/packages/ab/ca/feab00bd44aa5fe1ad2c18f08b4d3bb92e26484b0b1d1443897809ed528c/numpy-2.4.6-cp312-cp312-win_amd64.whl", hash = "sha256:d8e8286dd7cea7895157318d1b91cdacac64c479f3cbc8dce548331728484751", size = 12321687, upload-time = "2026-05-18T23:34:23.095Z" }, + { url = "https://files.pythonhosted.org/packages/63/cf/5a6d34850a39d1093558564f77ee8e8e0bee5061151b8f05a55711001ec7/numpy-2.4.6-cp312-cp312-win_arm64.whl", hash = "sha256:4081eb135ac24158bd51cdfbef16f1c64df7063b1143f24731387137c092bec8", size = 10221482, upload-time = "2026-05-18T23:34:25.876Z" }, + { url = "https://files.pythonhosted.org/packages/fb/82/bdab26d7438c6791ca31b7c024ca37c1eab8b726ba236129005cd4a06e45/numpy-2.4.6-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:511dbaf848decaaaf4b4ca48032619fb3138710c4bf7da7617765edad1ef96b0", size = 16684648, upload-time = "2026-05-18T23:34:29.41Z" }, + { url = "https://files.pythonhosted.org/packages/1b/30/a80189bcc7f5e4258b3fbc3968d909d1756f54d023299ecc39ad6fdb9ef8/numpy-2.4.6-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:bf162abab1c1a736333192707cef898e735a5ca00f38f27eeedf44b39d9e85eb", size = 14693902, upload-time = "2026-05-18T23:34:33.013Z" }, + { url = "https://files.pythonhosted.org/packages/97/12/70b5d0d7c15e1ebb8a6a84a8caa1d19e181d84fb58bb6d70aca29099dec1/numpy-2.4.6-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:043191bfa8eab18c776647b62723ac9dddece59743b13f49b2016094129c2b3f", size = 5198992, upload-time = "2026-05-18T23:34:36.132Z" }, + { url = "https://files.pythonhosted.org/packages/ba/8c/ebd2a8f8a83541f8d38cc5667e8c2b69cecfd30da6e45693e8158857d44b/numpy-2.4.6-cp313-cp313-macosx_14_0_x86_64.whl", hash = "sha256:6180d8b35af935aed8ece3a85e0a43f87393ae0ac87c8d2c8bd2c993f7270ef3", size = 6546944, upload-time = "2026-05-18T23:34:38.484Z" }, + { url = "https://files.pythonhosted.org/packages/bb/c5/7b863a97a91671a0338f4253bd3b5a3d3852f0692dae91711c9f4a10e787/numpy-2.4.6-cp313-cp313-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:72fbe16c6fac95aedf5937fa873445cec2110be35d8a4e9433d7501fd98dae6b", size = 15669392, upload-time = "2026-05-18T23:34:41.257Z" }, + { url = "https://files.pythonhosted.org/packages/a5/9d/3584b9984ca4c047aea75214ce1a4c4c73d849bd71b604264b7f5653f8a8/numpy-2.4.6-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:a7830bab239b79cda9c08c2da014761cafb48da6150e1da17ac06283f43b6089", size = 16633220, upload-time = "2026-05-18T23:34:45.075Z" }, + { url = "https://files.pythonhosted.org/packages/05/ae/7c67fba23bd98caec7c99261f3a16072ade14813486b0282cb29846de832/numpy-2.4.6-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:ef4aea96ce4d3b074422cb4f2f64e216bf9e213004bb58ecfdf50ea02ea8eb9a", size = 17020800, upload-time = "2026-05-18T23:34:49.065Z" }, + { url = "https://files.pythonhosted.org/packages/d9/5d/3b6725cb31d983c5e66916f5d36f6d7e5521129e4c4404d64f918292a5b6/numpy-2.4.6-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:dfa20cc6ca228e6b155b11da03825975ce66aea520985dbbddf0f2a5a495c605", size = 18357600, upload-time = "2026-05-18T23:34:52.709Z" }, + { url = "https://files.pythonhosted.org/packages/f7/da/2ccc6c2fe8898dee01d90c75c5f5f914a23daf99e3e0f59516a08760c8b5/numpy-2.4.6-cp313-cp313-win32.whl", hash = "sha256:56b39e5e0622a09a25bf5baf62f4bcf0cb8a41ae6e2819cf49bbc5a74c083f91", size = 5961134, upload-time = "2026-05-18T23:34:55.618Z" }, + { url = "https://files.pythonhosted.org/packages/b5/cd/9cc4dc876fb065d5c220aae4d5e14826b2715331bb7618ce1fb07a679d99/numpy-2.4.6-cp313-cp313-win_amd64.whl", hash = "sha256:c4fc99836233ea196540b17ab0983aff60ed07941751930f5f4d05bc3b3b7359", size = 12318598, upload-time = "2026-05-18T23:34:58.928Z" }, + { url = "https://files.pythonhosted.org/packages/39/1e/c0bcba1f8694116485fe28fd1be698c278fcda4141c5b0e53a2aed8b12a8/numpy-2.4.6-cp313-cp313-win_arm64.whl", hash = "sha256:a7c711e21628b52034bb5ab8d1bce291f752fcc5e92accc615778acee1ff4778", size = 10222272, upload-time = "2026-05-18T23:35:02.167Z" }, + { url = "https://files.pythonhosted.org/packages/63/6d/cc5619247c8f4204e507f5883528372e4ac4bb189e579fb859a12e480b1f/numpy-2.4.6-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:112b06a867b235ef466ed3508ddf0238050df9c727cafb5301ac385b899189a1", size = 14821197, upload-time = "2026-05-18T23:35:05.468Z" }, + { url = "https://files.pythonhosted.org/packages/00/58/f1c39161c87d9e9bed660f1ed4bafc0e403d5ec9650b6dd77aead07d489b/numpy-2.4.6-cp313-cp313t-macosx_14_0_arm64.whl", hash = "sha256:eaf7fa2de5c0be8ae6ff8e9bea2ccd725e980541244521d8d4b5f3354a27babe", size = 5326287, upload-time = "2026-05-18T23:35:08.693Z" }, + { url = "https://files.pythonhosted.org/packages/af/57/3917ab0fd97f271a8694513581b8a36c655f111c446852c302f04ccdb6fc/numpy-2.4.6-cp313-cp313t-macosx_14_0_x86_64.whl", hash = "sha256:7265a2f3d436e54ef9f2b52b5c937e6be778781bd97a590319d7348f1c1ca997", size = 6646763, upload-time = "2026-05-18T23:35:11.459Z" }, + { url = "https://files.pythonhosted.org/packages/eb/0f/037e64c494b67581ae18193d770adef354c41f3f2c8ebf865602d949bf8f/numpy-2.4.6-cp313-cp313t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:f74a575920ab21fe304421a3fc28793d82e299cae9eccb37084e9fc7f3617c20", size = 15728070, upload-time = "2026-05-18T23:35:14.79Z" }, + { url = "https://files.pythonhosted.org/packages/21/a6/5d2bae9c9542eb4df16dc9c46dc79c186e9bad53805dfa5399a6023c6db0/numpy-2.4.6-cp313-cp313t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:ede83e07a75dd06bc501566c1eca2afc0d61677c1472ac9ad93fdee6e638a48d", size = 16681752, upload-time = "2026-05-18T23:35:18.836Z" }, + { url = "https://files.pythonhosted.org/packages/92/14/23d1dfb410ae362cd59ce53e936b1513d545eb40db3949ced632e19a459e/numpy-2.4.6-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:68bb27509ac1b9a3443094260f6326150663b06abe40b73a2f81160623da5b67", size = 17086024, upload-time = "2026-05-18T23:35:22.52Z" }, + { url = "https://files.pythonhosted.org/packages/4b/6e/23595a2c642cdf3bc567877064bdd7f91c8b0038a4453cf2daf7248eafe9/numpy-2.4.6-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:a0df0043bdb289bde1f62da130d20df23d58b45429f752bc7a8fc5325a225ecd", size = 18403398, upload-time = "2026-05-18T23:35:26.398Z" }, + { url = "https://files.pythonhosted.org/packages/8a/90/0ac3bc947217e66dec77e7cbc6a1979d1af70b6461b82f620d3bccd5e4c8/numpy-2.4.6-cp313-cp313t-win32.whl", hash = "sha256:29a287e0cf63ff528da061de6b9f64a4618da591ca1046aafc54062e40ca7eab", size = 6084971, upload-time = "2026-05-18T23:35:29.387Z" }, + { url = "https://files.pythonhosted.org/packages/77/71/5673e351671a1d2bd6063b91b44f70c0affea7d1516fa7a6572941ba4aa1/numpy-2.4.6-cp313-cp313t-win_amd64.whl", hash = "sha256:25c692919ac5a01f170a3bfcd62d745b24fd095c353d50812637d6fcab442e75", size = 12458532, upload-time = "2026-05-18T23:35:32.175Z" }, + { url = "https://files.pythonhosted.org/packages/3f/88/19d3503c5046e688f049274b27a3ef3d771152fa80d3ba3d01a3dff61abe/numpy-2.4.6-cp313-cp313t-win_arm64.whl", hash = "sha256:1e978ec1e8bd0e0e4de6bb75de9d30cbb74db6b6a2bb727618613703ca0167dd", size = 10291881, upload-time = "2026-05-18T23:35:35.465Z" }, + { url = "https://files.pythonhosted.org/packages/f8/91/3ab2044d05fd16d343c5ac2e69b127f1b2854040dd20b193257c78028bd3/numpy-2.4.6-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:06ca2f61ec4385a07a6977c55ba998a4466c123642b4a32694d3128fce18c079", size = 16683458, upload-time = "2026-05-18T23:35:38.353Z" }, + { url = "https://files.pythonhosted.org/packages/8e/62/764ce66fa4147ae6d73071a3abf804ffe606f174618697c571acdf26a7c9/numpy-2.4.6-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:38efbc8de75c7a0fc1ac190162d892787f3f47b57cc291231aafee36b80982b7", size = 14704559, upload-time = "2026-05-18T23:35:42.14Z" }, + { url = "https://files.pythonhosted.org/packages/60/61/23f27c172f022e04025b7dc2367f4d63c1a398120607ec896228649a6f48/numpy-2.4.6-cp314-cp314-macosx_14_0_arm64.whl", hash = "sha256:d581b735e177fdcdce6fed8e7e8880a3fb6ee4e3653a3ac6af01c6f4c03effc5", size = 5209716, upload-time = "2026-05-18T23:35:45.377Z" }, + { url = "https://files.pythonhosted.org/packages/03/71/21cf70dc6ea3e3acb95fc53a265b2fc248b981f0194ceb5b475271b8809d/numpy-2.4.6-cp314-cp314-macosx_14_0_x86_64.whl", hash = "sha256:0a041d3d761dc3c35cc56ce0351506a02bcbc25f7b169f652435141a17db9096", size = 6543947, upload-time = "2026-05-18T23:35:47.926Z" }, + { url = "https://files.pythonhosted.org/packages/d5/91/64288395ee1799bd2e0b04a305dce9666da90c961e1f3fe982a05ee1c036/numpy-2.4.6-cp314-cp314-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:40fdc1ae7125e518ea98e53e69a4ebc27e1fd50510c47b7ea130cf21e5e1d42b", size = 15685197, upload-time = "2026-05-18T23:35:50.863Z" }, + { url = "https://files.pythonhosted.org/packages/f3/eb/ebffaa97dc55502df69584a8f0dcf07f69a3e0b3e2323670a2722db9aa39/numpy-2.4.6-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:a2c306dea656c12c68f51f4cea133cbe78ca7435eb28c735eac1d3ebe73be6e8", size = 16638245, upload-time = "2026-05-18T23:35:54.752Z" }, + { url = "https://files.pythonhosted.org/packages/b8/0b/54f9da33128d7e350fab89c7455902eeae70349ee52bddb448dc4a576f45/numpy-2.4.6-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:33111801a01c12a8a1e3721f0a9232f8cfc8ae2c6b7098167e6f623c6073f402", size = 17036587, upload-time = "2026-05-18T23:35:58.355Z" }, + { url = "https://files.pythonhosted.org/packages/b6/f0/fdebc1052db1cc37c64beb22072d67cd6d1c71adca1299f53dec2b5e20d3/numpy-2.4.6-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:ae506e6902902557576a26ff33eda8695e7ecb3cb36c3b573a0765dee114ebdb", size = 18363226, upload-time = "2026-05-18T23:36:02.845Z" }, + { url = "https://files.pythonhosted.org/packages/aa/b4/298628d98c72b57e57f7165ae6a481a1deaf6f3c28262a6e4c739c275930/numpy-2.4.6-cp314-cp314-win32.whl", hash = "sha256:aaf159caa35993cb1f56fb9b8e4610d35758e7ca005412eb1daa856a78c9c4b1", size = 6010196, upload-time = "2026-05-18T23:36:05.92Z" }, + { url = "https://files.pythonhosted.org/packages/df/ac/46de6dda46478f7942f839e094970be2d4a861e005c4b3bf07c92e291a09/numpy-2.4.6-cp314-cp314-win_amd64.whl", hash = "sha256:b507f5c4c1d508876d1819b6bf9a49d365b96320b5d4993426b33a23ca4b8261", size = 12450334, upload-time = "2026-05-18T23:36:09.107Z" }, + { url = "https://files.pythonhosted.org/packages/78/92/b8b798ac784102c0da830d2257d59358e3d3d90d1e2b3f2575dad976c5cf/numpy-2.4.6-cp314-cp314-win_arm64.whl", hash = "sha256:6f41ae150c4e32db4f3310cdaf64b1593a03dbabe29eec77fc9b50fe64061df6", size = 10495678, upload-time = "2026-05-18T23:36:12.766Z" }, + { url = "https://files.pythonhosted.org/packages/30/34/ec28d1aa8115971537c01469ab2011ee96827930f0a124de1000cc2a7ed7/numpy-2.4.6-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:ece3d2cfe132e7d51f44a832b303895e6f2d499c5e74dfbdb06ee246147a304a", size = 14823672, upload-time = "2026-05-18T23:36:16.473Z" }, + { url = "https://files.pythonhosted.org/packages/16/bd/f6d1fede4e54e8042a7ff97bb495510f3c220f94bcd9e8b228e87c92cc0d/numpy-2.4.6-cp314-cp314t-macosx_14_0_arm64.whl", hash = "sha256:e3e5193ef5a3dc73bceee50f7fdc2c90dbb76c42df8d8fae3d1067a583df579e", size = 5328731, upload-time = "2026-05-18T23:36:19.767Z" }, + { url = "https://files.pythonhosted.org/packages/f4/f0/e105b9e2fd728a9910103884decd6951d9dd73896b914a98d9a231de02ee/numpy-2.4.6-cp314-cp314t-macosx_14_0_x86_64.whl", hash = "sha256:17f9ade344e7d9b464a084d69bcf18fc691cb1db67c62ed80820bf4926d78f0e", size = 6649805, upload-time = "2026-05-18T23:36:22.266Z" }, + { url = "https://files.pythonhosted.org/packages/82/dd/1206a7ca6ab15e3f02069707ca96222e202af681bb73756da7527f3cb837/numpy-2.4.6-cp314-cp314t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:9cd5ffd25db4e7ba6a375693b3fc0fc1791ec636c17db3720da19bde7180ec43", size = 15730496, upload-time = "2026-05-18T23:36:25.713Z" }, + { url = "https://files.pythonhosted.org/packages/51/e7/38d3ea825dcab85a591734decb2f6c67caa7c8367d374df1a1c3842f9b07/numpy-2.4.6-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:7d92c3819208a60205a12a245c91ad70cb0a85336659b19b834205573ac8456e", size = 16679616, upload-time = "2026-05-18T23:36:29.652Z" }, + { url = "https://files.pythonhosted.org/packages/93/b7/caabfdf53edf663e0b4eb74d7d405d83baef09eb5e83bcd32d601d72b93e/numpy-2.4.6-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:e85b752a1e912b70eaad4fafbd4d1238007ab221de2009b9a2f5ae7461239895", size = 17085145, upload-time = "2026-05-18T23:36:33.449Z" }, + { url = "https://files.pythonhosted.org/packages/f9/45/68d7c33a6bcf3e5aa3bdbd57a367e6f615286dfd6482f97e8ffeb734306e/numpy-2.4.6-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:29cb7f67d10b479ff07c17d33e39f78c07f71c40ef30d63c153d340e96cd3fb4", size = 18403813, upload-time = "2026-05-18T23:36:37.369Z" }, + { url = "https://files.pythonhosted.org/packages/9c/50/0753655aa844c99cd9e018aacf76f130f1bd81d881bb74bc0aef5d73a8ba/numpy-2.4.6-cp314-cp314t-win32.whl", hash = "sha256:260a5d70215b61ab4fadf5c7baacd64821842975eea312125ed3c39a6391b063", size = 6156982, upload-time = "2026-05-18T23:36:40.817Z" }, + { url = "https://files.pythonhosted.org/packages/b2/d4/7c67becf668f973cb490cec3e98dfd799d866f9c989a54d355672cfa0db6/numpy-2.4.6-cp314-cp314t-win_amd64.whl", hash = "sha256:81a1cca95ed5bb92aa8b10dd2cdc9a0d3853a50fad926c28b5d7e8ea54389627", size = 12638908, upload-time = "2026-05-18T23:36:43.996Z" }, + { url = "https://files.pythonhosted.org/packages/43/bb/e1c71a4295b1b1d1393d50dbb4f2a36283c6859d9d3892e84f00ec5a91d5/numpy-2.4.6-cp314-cp314t-win_arm64.whl", hash = "sha256:0c9136e14ed34a9e343a31c533d78a9813a69a3148332bce5e9821cb2f996e66", size = 10565867, upload-time = "2026-05-18T23:36:47.114Z" }, + { url = "https://files.pythonhosted.org/packages/de/12/b422cc84439adc0d00de605bf4a308890ae5c26f2c71fbd73e5d08fbb0dd/numpy-2.4.6-pp311-pypy311_pp73-macosx_10_15_x86_64.whl", hash = "sha256:55cced7c52e981362f708ad635198e97a752dfba412cc03c23bbf3bd8d5cd662", size = 16847511, upload-time = "2026-05-18T23:36:50.673Z" }, + { url = "https://files.pythonhosted.org/packages/44/53/f481bef68011740f8849418d82db07230e825013f31f4eef5ba5b805316a/numpy-2.4.6-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:d6da64deb6b8ed903e7560180a92f2d804ee1ba5eeb849ac2748b8c1aba1f6d7", size = 14889064, upload-time = "2026-05-18T23:36:53.879Z" }, + { url = "https://files.pythonhosted.org/packages/7f/57/42ed575c10ced8af951d426bc4e1f8aff16fd851db33f067036215a7f860/numpy-2.4.6-pp311-pypy311_pp73-macosx_14_0_arm64.whl", hash = "sha256:68a5124b13fa6cc2086764a20005d30bc0548146f7f5322f02fce212ca14317f", size = 5394157, upload-time = "2026-05-18T23:36:57.194Z" }, + { url = "https://files.pythonhosted.org/packages/6a/ef/f66cc724fcc36c1e364c67f51ae9146090b8b584f27d58b97fdae3edd737/numpy-2.4.6-pp311-pypy311_pp73-macosx_14_0_x86_64.whl", hash = "sha256:948424b06129ce883307e8cff868c31396d8dc7630a59c61d70d98dbe70f222c", size = 6708728, upload-time = "2026-05-18T23:36:59.575Z" }, + { url = "https://files.pythonhosted.org/packages/1a/9c/c531f2293b91265d8b48e9b329f54fdd7ffae73cb4134ea10cca4237e9cc/numpy-2.4.6-pp311-pypy311_pp73-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5dbbdb29840ca3d91ee0fece42fc29278886d908280bfec0a5846c6f901a3eb0", size = 15798374, upload-time = "2026-05-18T23:37:02.674Z" }, + { url = "https://files.pythonhosted.org/packages/1a/b0/413077f6b1153ed3cba361401c6783bbad6114804a000cc22eb71c13e190/numpy-2.4.6-pp311-pypy311_pp73-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:8ad03c0965fb3c692200e74d458ca28c1dbb4ce96f9a479a8aa041ad5fabca02", size = 16747286, upload-time = "2026-05-18T23:37:06.327Z" }, + { url = "https://files.pythonhosted.org/packages/15/ce/e5ec180bc41812edcd8daeb8639d205622c0e8c02259d8ab25a0201b3c2a/numpy-2.4.6-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:2803abfebfc990042cd494d8ce2d5f82e9d847af6d35ec486923aa19dbad5e73", size = 12504263, upload-time = "2026-05-18T23:37:09.715Z" }, +] + +[[package]] +name = "packaging" +version = "26.2" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/d7/f1/e7a6dd94a8d4a5626c03e4e99c87f241ba9e350cd9e6d75123f992427270/packaging-26.2.tar.gz", hash = "sha256:ff452ff5a3e828ce110190feff1178bb1f2ea2281fa2075aadb987c2fb221661", size = 228134, upload-time = "2026-04-24T20:15:23.917Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/df/b2/87e62e8c3e2f4b32e5fe99e0b86d576da1312593b39f47d8ceef365e95ed/packaging-26.2-py3-none-any.whl", hash = "sha256:5fc45236b9446107ff2415ce77c807cee2862cb6fac22b8a73826d0693b0980e", size = 100195, upload-time = "2026-04-24T20:15:22.081Z" }, +] + +[[package]] +name = "pgvector" +version = "0.4.2" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "numpy" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/25/6c/6d8b4b03b958c02fa8687ec6063c49d952a189f8c91ebbe51e877dfab8f7/pgvector-0.4.2.tar.gz", hash = "sha256:322cac0c1dc5d41c9ecf782bd9991b7966685dee3a00bc873631391ed949513a", size = 31354, upload-time = "2025-12-05T01:07:17.87Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/5a/26/6cee8a1ce8c43625ec561aff19df07f9776b7525d9002c86bceb3e0ac970/pgvector-0.4.2-py3-none-any.whl", hash = "sha256:549d45f7a18593783d5eec609ea1684a724ba8405c4cb182a0b2b08aeff04e08", size = 27441, upload-time = "2025-12-05T01:07:16.536Z" }, +] + +[[package]] +name = "pluggy" +version = "1.6.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/f9/e2/3e91f31a7d2b083fe6ef3fa267035b518369d9511ffab804f839851d2779/pluggy-1.6.0.tar.gz", hash = "sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3", size = 69412, upload-time = "2025-05-15T12:30:07.975Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/54/20/4d324d65cc6d9205fabedc306948156824eb9f0ee1633355a8f7ec5c66bf/pluggy-1.6.0-py3-none-any.whl", hash = "sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746", size = 20538, upload-time = "2025-05-15T12:30:06.134Z" }, +] + +[[package]] +name = "pydantic" +version = "2.13.4" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "annotated-types" }, + { name = "pydantic-core" }, + { name = "typing-extensions" }, + { name = "typing-inspection" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/18/a5/b60d21ac674192f8ab0ba4e9fd860690f9b4a6e51ca5df118733b487d8d6/pydantic-2.13.4.tar.gz", hash = "sha256:c40756b57adaa8b1efeeced5c196f3f3b7c435f90e84ea7f443901bec8099ef6", size = 844775, upload-time = "2026-05-06T13:43:05.343Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/fd/7b/122376b1fd3c62c1ed9dc80c931ace4844b3c55407b6fb2d199377c9736f/pydantic-2.13.4-py3-none-any.whl", hash = "sha256:45a282cde31d808236fd7ea9d919b128653c8b38b393d1c4ab335c62924d9aba", size = 472262, upload-time = "2026-05-06T13:43:02.641Z" }, +] + +[[package]] +name = "pydantic-core" +version = "2.46.4" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "typing-extensions" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/9d/56/921726b776ace8d8f5db44c4ef961006580d91dc52b803c489fafd1aa249/pydantic_core-2.46.4.tar.gz", hash = "sha256:62f875393d7f270851f20523dd2e29f082bcc82292d66db2b64ea71f64b6e1c1", size = 471464, upload-time = "2026-05-06T13:37:06.98Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/5c/fa/6d7708d2cfc1a832acb6aeb0cd16e801902df8a0f583bb3b4b527fde022e/pydantic_core-2.46.4-cp311-cp311-macosx_10_12_x86_64.whl", hash = "sha256:0e96592440881c74a213e5ad528e2b24d3d4f940de2766bed9010ab1d9e51594", size = 2111872, upload-time = "2026-05-06T13:40:27.596Z" }, + { url = "https://files.pythonhosted.org/packages/ae/6f/aa064a3e74b5745afbdf250594f38e7ead05e2d651bcb35994b9417a0d4d/pydantic_core-2.46.4-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:e0d65b8c354be7fb5f720c3caa8bc940bc2d20ce749c8e06135f07f8ed95dd7c", size = 1948255, upload-time = "2026-05-06T13:39:12.574Z" }, + { url = "https://files.pythonhosted.org/packages/43/3a/41114a9f7569b84b4d84e7a018c57c56347dac30c0d4a872946ec4e36c46/pydantic_core-2.46.4-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:7bfb192b3f4b9e8a89b6277b6ce787564f62cfd272055f6e685726b111dc7826", size = 1972827, upload-time = "2026-05-06T13:38:19.841Z" }, + { url = "https://files.pythonhosted.org/packages/ef/25/1ab42e8048fe551934d9884e8d64daa7e990ad386f310a15981aeb6a5b08/pydantic_core-2.46.4-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:9037063db01f09b09e237c282b6792bd4da634b5402c4e7f0c61effed7701a04", size = 2041051, upload-time = "2026-05-06T13:38:10.447Z" }, + { url = "https://files.pythonhosted.org/packages/94/c2/1a934597ddf08da410385b3b7aae91956a5a76c635effef456074fad7e88/pydantic_core-2.46.4-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:fc010ab034c8c7452522748bf937df58020d256ccae0874463d1f4d01758af8e", size = 2221314, upload-time = "2026-05-06T13:40:13.089Z" }, + { url = "https://files.pythonhosted.org/packages/02/6d/9e8ad178c9c4df27ad3c8f25d1fe2a7ab0d2ba0559fad4aee5d3d1f16771/pydantic_core-2.46.4-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:8c5dac79fa1614d1e06ca695109c6105923bd9c7d1d6c918d4e637b7e6b32fd3", size = 2285146, upload-time = "2026-05-06T13:38:59.224Z" }, + { url = "https://files.pythonhosted.org/packages/80/50/540cd3aeefc041beb111125c4bff779831a2111fc6b15a9138cda277d32c/pydantic_core-2.46.4-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f9fa868638bf362d3d138ea55829cefb3d5f4b0d7f142234382a15e2485dbec4", size = 2089685, upload-time = "2026-05-06T13:38:17.762Z" }, + { url = "https://files.pythonhosted.org/packages/6b/a4/b440ad35f05f6a38f89fa0f149accb3f0e02be94ca5e15f3c449a61b4bc9/pydantic_core-2.46.4-cp311-cp311-manylinux_2_31_riscv64.whl", hash = "sha256:17299feefe090f2caa5b8e37222bb5f663e4935a8bfa6931d4102e5df1a9f398", size = 2115420, upload-time = "2026-05-06T13:37:58.195Z" }, + { url = "https://files.pythonhosted.org/packages/99/61/de4f55db8dfd57bfdfa9a12ec90fe1b57c4f41062f7ca86f08586b3e0ac0/pydantic_core-2.46.4-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:4c63ebc82684aa89d9a3bcbd13d515b3be44250dc68dd3bd81526c1cb31286c3", size = 2165122, upload-time = "2026-05-06T13:37:01.167Z" }, + { url = "https://files.pythonhosted.org/packages/f7/52/7c529d7bdb2d1068bd52f51fe32572c8301f9a4febf1948f10639f1436f5/pydantic_core-2.46.4-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:aaa2a54443eff1950ba5ddc6b6ccda0d9c84a364276a62f969bdf2a390650848", size = 2182573, upload-time = "2026-05-06T13:38:45.04Z" }, + { url = "https://files.pythonhosted.org/packages/37/b3/7c40325848ba78247f2812dcf9c7274e38cd801820ca6dd9fe63bcfb0eb4/pydantic_core-2.46.4-cp311-cp311-musllinux_1_1_armv7l.whl", hash = "sha256:18e5ceec2ab67e6d5f1a9085e5a24c9c4e2ac4545730bfe668680bca05e555f3", size = 2317139, upload-time = "2026-05-06T13:37:15.539Z" }, + { url = "https://files.pythonhosted.org/packages/d9/37/f913f81a657c865b75da6c0dbed79876073c2a43b5bd9edbe8da785e4d49/pydantic_core-2.46.4-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:a0f62d0a58f4e7da165457e995725421e0064f2255d8eccebc49f41bbc23b109", size = 2360433, upload-time = "2026-05-06T13:37:30.099Z" }, + { url = "https://files.pythonhosted.org/packages/c4/67/6acaa1be2567f9256b056d8477158cac7240813956ce86e49deae8e173b4/pydantic_core-2.46.4-cp311-cp311-win32.whl", hash = "sha256:041bde0a48fd37cf71cab1c9d56d3e8625a3793fef1f7dd232b3ff37e978ecda", size = 1985513, upload-time = "2026-05-06T13:38:15.669Z" }, + { url = "https://files.pythonhosted.org/packages/aa/e6/c505f83dfeda9a2e5c995cfd872949e4d05e12f7feb3dca72f633daefa94/pydantic_core-2.46.4-cp311-cp311-win_amd64.whl", hash = "sha256:6f2eeda33a839975441c86a4119e1383c50b47faf0cbb5176985565c6bb02c33", size = 2071114, upload-time = "2026-05-06T13:40:35.416Z" }, + { url = "https://files.pythonhosted.org/packages/0f/da/7a263a96d965d9d0df5e8de8a475f33495451117035b09acb110288c381f/pydantic_core-2.46.4-cp311-cp311-win_arm64.whl", hash = "sha256:14f4c5d6db102bd796a627bbb3a17b4cf4574b9ae861d8b7c9a9661c6dd3362d", size = 2044298, upload-time = "2026-05-06T13:38:29.754Z" }, + { url = "https://files.pythonhosted.org/packages/ce/8c/af022f0af448d7747c5154288d46b5f2bc5f17366eaa0e23e9aa04d59f3b/pydantic_core-2.46.4-cp312-cp312-macosx_10_12_x86_64.whl", hash = "sha256:3245406455a5d98187ec35530fd772b1d799b26667980872c8d4614991e2c4a2", size = 2106158, upload-time = "2026-05-06T13:38:57.215Z" }, + { url = "https://files.pythonhosted.org/packages/19/95/6195171e385007300f0f5574592e467c568becce2d937a0b6804f218bc49/pydantic_core-2.46.4-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:962ccbab7b642487b1d8b7df90ef677e03134cf1fd8880bf698649b22a69371f", size = 1951724, upload-time = "2026-05-06T13:37:02.697Z" }, + { url = "https://files.pythonhosted.org/packages/8e/bc/f47d1ff9cbb1620e1b5b697eef06010035735f07820180e74178226b27b3/pydantic_core-2.46.4-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:8233f2947cf85404441fd7e0085f53b10c93e0ee78611099b5c7237e36aacbf7", size = 1975742, upload-time = "2026-05-06T13:37:09.448Z" }, + { url = "https://files.pythonhosted.org/packages/5b/11/9b9a5b0306345664a2da6410877af6e8082481b5884b3ddd78d47c6013ce/pydantic_core-2.46.4-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:3a233125ac121aa3ffba9a2b59edfc4a985a76092dc8279586ab4b71390875e7", size = 2052418, upload-time = "2026-05-06T13:37:38.234Z" }, + { url = "https://files.pythonhosted.org/packages/f1/b7/a65fec226f5d78fc39f4a13c4cc0c768c22b113438f60c14adc9d2865038/pydantic_core-2.46.4-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:5b712b53160b79a5850310b912a5ef8e57e56947c8ad690c227f5c9d7e561712", size = 2232274, upload-time = "2026-05-06T13:38:27.753Z" }, + { url = "https://files.pythonhosted.org/packages/68/f0/92039db98b907ef49269a8271f67db9cb78ae2fc68062ef7e4e77adb5f61/pydantic_core-2.46.4-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:9401557acd873c3a7f3eb9383edef8ac4968f9510e340f4808d427e75667e7b4", size = 2309940, upload-time = "2026-05-06T13:38:05.353Z" }, + { url = "https://files.pythonhosted.org/packages/5f/97/2aab507d3d00ca626e8e57c1eac6a79e4e5fbcc63eb99733ff55d1717f65/pydantic_core-2.46.4-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:926c9541b14b12b1681dca8a0b75feb510b06c6341b70a8e500c2fdcff837cce", size = 2094516, upload-time = "2026-05-06T13:39:10.577Z" }, + { url = "https://files.pythonhosted.org/packages/22/37/a8aca44d40d737dde2bc05b3c6c07dff0de07ce6f82e9f3167aeaf4d5dea/pydantic_core-2.46.4-cp312-cp312-manylinux_2_31_riscv64.whl", hash = "sha256:56cb4851bcaf3d117eddcef4fe66afd750a50274b0da8e22be256d10e5611987", size = 2136854, upload-time = "2026-05-06T13:40:22.59Z" }, + { url = "https://files.pythonhosted.org/packages/24/99/fcef1b79238c06a8cbec70819ac722ba76e02bc8ada9b0fd66eba40da01b/pydantic_core-2.46.4-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:c68fcd102d71ea85c5b2dfac3f4f8476eff42a9e078fd5faefff6d145063536b", size = 2180306, upload-time = "2026-05-06T13:40:10.666Z" }, + { url = "https://files.pythonhosted.org/packages/ae/6c/fc44000918855b42779d007ae63b0532794739027b2f417321cddbc44f6a/pydantic_core-2.46.4-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:b2f69dec1725e79a012d920df1707de5caf7ed5e08f3be4435e25803efc47458", size = 2190044, upload-time = "2026-05-06T13:40:43.231Z" }, + { url = "https://files.pythonhosted.org/packages/6b/65/d9cadc9f1920d7a127ad2edba16c1db7916e59719285cd6c94600b0080ba/pydantic_core-2.46.4-cp312-cp312-musllinux_1_1_armv7l.whl", hash = "sha256:8d0820e8192167f80d88d64038e609c31452eeca865b4e1d9950a27a4609b00b", size = 2329133, upload-time = "2026-05-06T13:39:57.365Z" }, + { url = "https://files.pythonhosted.org/packages/d0/cf/c873d91679f3a30bcf5e7ac280ce5573483e72295307685120d0d5ad3416/pydantic_core-2.46.4-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:fbdb89b3e1c94a30cc5edfce477c6e6a5dc4d8f84665b455c27582f211a1c72c", size = 2374464, upload-time = "2026-05-06T13:38:06.976Z" }, + { url = "https://files.pythonhosted.org/packages/47/bd/6f2fc8188f31bf10590f1e98e7b306336161fac930a8c514cd7bd828c7dc/pydantic_core-2.46.4-cp312-cp312-win32.whl", hash = "sha256:9aa768456404a8bf48a4406685ac2bec8e72b62c69313734fa3b73cf33b3a894", size = 1974823, upload-time = "2026-05-06T13:40:47.985Z" }, + { url = "https://files.pythonhosted.org/packages/40/8c/985c1d41ea1107c2534abd9870e4ed5c8e7669b5c308297835c001e7a1c4/pydantic_core-2.46.4-cp312-cp312-win_amd64.whl", hash = "sha256:e9c26f834c65f5752f3f06cb08cb86a913ceb7274d0db6e267808a708b46bc89", size = 2072919, upload-time = "2026-05-06T13:39:21.153Z" }, + { url = "https://files.pythonhosted.org/packages/c4/ba/f463d006e0c47373ca7ec5e1a261c59dc01ef4d62b2657af925fb0deee3a/pydantic_core-2.46.4-cp312-cp312-win_arm64.whl", hash = "sha256:4fc73cb559bdb54b1134a706a2802a4cddd27a0633f5abb7e53056268751ac6a", size = 2027604, upload-time = "2026-05-06T13:39:03.753Z" }, + { url = "https://files.pythonhosted.org/packages/51/a2/5d30b469c5267a17b39dec53208222f76a8d351dfac4af661888c5aee77d/pydantic_core-2.46.4-cp313-cp313-macosx_10_12_x86_64.whl", hash = "sha256:5d5902252db0d3cedf8d4a1bc68f70eeb430f7e4c7104c8c476753519b423008", size = 2106306, upload-time = "2026-05-06T13:37:48.029Z" }, + { url = "https://files.pythonhosted.org/packages/c1/81/4fa520eaffa8bd7d1525e644cd6d39e7d60b1592bc5b516693c7340b50f1/pydantic_core-2.46.4-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:c94f0688e7b8d0a67abf40e57a7eaaecd17cc9586706a31b76c031f63df052b4", size = 1951906, upload-time = "2026-05-06T13:37:17.012Z" }, + { url = "https://files.pythonhosted.org/packages/03/d5/fd02da45b659668b05923b17ba3a0100a0a3d5541e3bd8fcc4ecb711309e/pydantic_core-2.46.4-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f027324c56cd5406ca49c124b0db10e56c69064fec039acc571c29020cc87c76", size = 1976802, upload-time = "2026-05-06T13:37:35.113Z" }, + { url = "https://files.pythonhosted.org/packages/21/f2/95727e1368be3d3ed485eaab7adbd7dda408f33f7a36e8b48e0144002b91/pydantic_core-2.46.4-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:e739fee756ba1010f8bcccb534252e85a35fe45ae92c295a06059ce58b74ccd3", size = 2052446, upload-time = "2026-05-06T13:37:12.313Z" }, + { url = "https://files.pythonhosted.org/packages/9c/86/5d99feea3f77c7234b8718075b23db11532773c1a0dbd9b9490215dc2eeb/pydantic_core-2.46.4-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:9d56801be94b86a9da183e5f3766e6310752b99ff647e38b09a9500d88e46e76", size = 2232757, upload-time = "2026-05-06T13:39:01.149Z" }, + { url = "https://files.pythonhosted.org/packages/d2/3a/508ac615935ef7588cf6d9e9b91309fdc2da751af865e02a9098de88258c/pydantic_core-2.46.4-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:2412e734dcb48da14d4e4006b82b46b74f2518b8a26ee7e58c6844a6cd6d03c4", size = 2309275, upload-time = "2026-05-06T13:37:41.406Z" }, + { url = "https://files.pythonhosted.org/packages/07/f8/41db9de19d7987d6b04715a02b3b40aea467000275d9d758ffaa31af7d50/pydantic_core-2.46.4-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9551187363ffc0de2a00b2e47c25aeaeb1020b69b668762966df15fc5659dd5a", size = 2094467, upload-time = "2026-05-06T13:39:18.847Z" }, + { url = "https://files.pythonhosted.org/packages/2c/e2/f35033184cb11d0052daf4416e8e10a502ea2ac006fc4f459aee872727d1/pydantic_core-2.46.4-cp313-cp313-manylinux_2_31_riscv64.whl", hash = "sha256:0186750b482eefa11d7f435892b09c5c606193ef3375bcf94aa00ae6bfb66262", size = 2134417, upload-time = "2026-05-06T13:40:17.944Z" }, + { url = "https://files.pythonhosted.org/packages/7e/7b/6ceeb1cc90e193862f444ebe373d8fdf613f0a82572dde03fb10734c6c71/pydantic_core-2.46.4-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:5855698a4856556d86e8e6cd8434bc3ac0314ee8e12089ae0e143f64c6256e4e", size = 2179782, upload-time = "2026-05-06T13:40:32.618Z" }, + { url = "https://files.pythonhosted.org/packages/5a/f2/c8d7773ede6af08036423a00ae0ceffce266c3c52a096c435d68c896083f/pydantic_core-2.46.4-cp313-cp313-musllinux_1_1_aarch64.whl", hash = "sha256:cbaf13819775b7f769bf4a1f066cb6df7a28d4480081a589828ef190226881cd", size = 2188782, upload-time = "2026-05-06T13:36:51.018Z" }, + { url = "https://files.pythonhosted.org/packages/59/31/0c864784e31f09f05cdd87606f08923b9c9e7f6e51dd27f20f62f975ce9f/pydantic_core-2.46.4-cp313-cp313-musllinux_1_1_armv7l.whl", hash = "sha256:633147d34cf4550417f12e2b1a0383973bdf5cdfde212cb09e9a581cf10820be", size = 2328334, upload-time = "2026-05-06T13:40:37.764Z" }, + { url = "https://files.pythonhosted.org/packages/c2/eb/4f6c8a41efa30baa755590f4141abf3a8c370fab610915733e74134a7270/pydantic_core-2.46.4-cp313-cp313-musllinux_1_1_x86_64.whl", hash = "sha256:82cf5301172168103724d49a1444d3378cb20cdee30b116a1bd6031236298a5d", size = 2372986, upload-time = "2026-05-06T13:39:34.152Z" }, + { url = "https://files.pythonhosted.org/packages/5b/24/b375a480d53113860c299764bfe9f349a3dc9108b3adc0d7f0d786492ebf/pydantic_core-2.46.4-cp313-cp313-win32.whl", hash = "sha256:9fa8ae11da9e2b3126c6426f147e0fba88d96d65921799bb30c6abd1cb2c97fb", size = 1973693, upload-time = "2026-05-06T13:37:55.072Z" }, + { url = "https://files.pythonhosted.org/packages/7e/e8/cff247591966f2d22ec8c003cd7587e27b7ba7b81ab2fb888e3ab75dc285/pydantic_core-2.46.4-cp313-cp313-win_amd64.whl", hash = "sha256:6b3ace8194b0e5204818c92802dcdca7fc6d88aabbb799d7c795540d9cd6d292", size = 2071819, upload-time = "2026-05-06T13:38:49.139Z" }, + { url = "https://files.pythonhosted.org/packages/c6/1a/f4aee670d5670e9e148e0c82c7db98d780be566c6e6a97ee8035528ca0b3/pydantic_core-2.46.4-cp313-cp313-win_arm64.whl", hash = "sha256:184c081504d17f1c1066e430e117142b2c77d9448a97f7b65c6ac9fd9aee238d", size = 2027411, upload-time = "2026-05-06T13:40:45.796Z" }, + { url = "https://files.pythonhosted.org/packages/8d/74/228a26ddad29c6672b805d9fd78e8d251cd04004fa7eed0e622096cd0250/pydantic_core-2.46.4-cp314-cp314-macosx_10_12_x86_64.whl", hash = "sha256:428e04521a40150c85216fc8b85e8d39fece235a9cf5e383761238c7fa9b96fb", size = 2102079, upload-time = "2026-05-06T13:38:41.019Z" }, + { url = "https://files.pythonhosted.org/packages/ad/1f/8970b150a4b4365623ae00fc88603491f763c627311ae8031e3111356d6e/pydantic_core-2.46.4-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:23ace664830ee0bfe014a0c7bc248b1f7f25ed7ad103852c317624a1083af462", size = 1952179, upload-time = "2026-05-06T13:36:59.812Z" }, + { url = "https://files.pythonhosted.org/packages/95/30/5211a831ae054928054b2f79731661087a2bc5c01e825c672b3a4a8f1b3e/pydantic_core-2.46.4-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ce5c1d2a8b27468f433ca974829c44060b8097eedc39933e3c206a90ee49c4a9", size = 1978926, upload-time = "2026-05-06T13:37:39.933Z" }, + { url = "https://files.pythonhosted.org/packages/57/e9/689668733b1eb67adeef047db3c2e8788fcf65a7fd9c9e2b46b7744fe245/pydantic_core-2.46.4-cp314-cp314-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:7283d57845ecf5a163403eb0702dfc220cc4fbdd18919cb5ccea4f95ee1cdab4", size = 2046785, upload-time = "2026-05-06T13:38:01.995Z" }, + { url = "https://files.pythonhosted.org/packages/60/d9/6715260422ff50a2109878fd24d948a6c3446bb2664f34ee78cd972b3acd/pydantic_core-2.46.4-cp314-cp314-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:8daafc69c93ee8a0204506a3b6b30f586ef54028f52aeeeb5c4cfc5184fd5914", size = 2228733, upload-time = "2026-05-06T13:40:50.371Z" }, + { url = "https://files.pythonhosted.org/packages/18/ae/fdb2f64316afca925640f8e70bb1a564b0ec2721c1389e25b8eb4bf9a299/pydantic_core-2.46.4-cp314-cp314-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:cd2213145bcc2ba85884d0ac63d222fece9209678f77b9b4d76f054c561adb28", size = 2307534, upload-time = "2026-05-06T13:37:21.531Z" }, + { url = "https://files.pythonhosted.org/packages/89/1d/8eff589b45bb8190a9d12c49cfad0f176a5cbd1534908a6b5125e2886239/pydantic_core-2.46.4-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7a5f930472650a82629163023e630d160863fce524c616f4e5186e5de9d9a49b", size = 2099732, upload-time = "2026-05-06T13:39:31.942Z" }, + { url = "https://files.pythonhosted.org/packages/06/d5/ee5a3366637fee41dee51a1fc91562dcf12ddbc68fda34e6b253da2324bb/pydantic_core-2.46.4-cp314-cp314-manylinux_2_31_riscv64.whl", hash = "sha256:c1b3f518abeca3aa13c712fd202306e145abf59a18b094a6bafb2d2bbf59192c", size = 2129627, upload-time = "2026-05-06T13:37:25.033Z" }, + { url = "https://files.pythonhosted.org/packages/94/33/2414be571d2c6a6c4d08be21f9292b6d3fdb08949a97b6dfe985017821db/pydantic_core-2.46.4-cp314-cp314-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:1a7dd0b3ee80d90150e3495a3a13ac34dbcbfd4f012996a6a1d8900e91b5c0fb", size = 2179141, upload-time = "2026-05-06T13:37:14.046Z" }, + { url = "https://files.pythonhosted.org/packages/7b/79/7daa95be995be0eecc4cf75064cb33f9bbbfe3fe0158caf2f0d4a996a5c7/pydantic_core-2.46.4-cp314-cp314-musllinux_1_1_aarch64.whl", hash = "sha256:3fb702cd90b0446a3a1c5e470bfa0dd23c0233b676a9099ddcc964fa6ca13898", size = 2184325, upload-time = "2026-05-06T13:36:53.615Z" }, + { url = "https://files.pythonhosted.org/packages/9f/cb/d0a382f5c0de8a222dc61c65348e0ce831b1f68e0a018450d31c2cace3a5/pydantic_core-2.46.4-cp314-cp314-musllinux_1_1_armv7l.whl", hash = "sha256:b8458003118a712e66286df6a707db01c52c0f52f7db8e4a38f0da1d3b94fc4e", size = 2323990, upload-time = "2026-05-06T13:40:29.971Z" }, + { url = "https://files.pythonhosted.org/packages/05/db/d9ba624cc4a5aced1598e88c04fdbd8310c8a69b9d38b9a3d39ce3a61ed7/pydantic_core-2.46.4-cp314-cp314-musllinux_1_1_x86_64.whl", hash = "sha256:372429a130e469c9cd698925ce5fc50940b7a1336b0d82038e63d5bbc4edc519", size = 2369978, upload-time = "2026-05-06T13:37:23.027Z" }, + { url = "https://files.pythonhosted.org/packages/f2/20/d15df15ba918c423461905802bfd2981c3af0bfa0e40d05e13edbfa48bc3/pydantic_core-2.46.4-cp314-cp314-win32.whl", hash = "sha256:85bb3611ff1802f3ee7fdd7dbff26b56f343fb432d57a4728fdd49b6ef35e2f4", size = 1966354, upload-time = "2026-05-06T13:38:03.499Z" }, + { url = "https://files.pythonhosted.org/packages/fc/b6/6b8de4c0a7d7ab3004c439c80c5c1e0a3e8d78bbae19379b01960383d9e5/pydantic_core-2.46.4-cp314-cp314-win_amd64.whl", hash = "sha256:811ff8e9c313ab425368bcbb36e5c4ebd7108c2bbf4e4089cfbb0b01eff63fac", size = 2072238, upload-time = "2026-05-06T13:39:40.807Z" }, + { url = "https://files.pythonhosted.org/packages/32/36/51eb763beec1f4cf59b1db243a7dcc39cbb41230f050a09b9d69faaf0a48/pydantic_core-2.46.4-cp314-cp314-win_arm64.whl", hash = "sha256:bfec22eab3c8cc2ceec0248aec886624116dc079afa027ecc8ad4a7e62010f8a", size = 2018251, upload-time = "2026-05-06T13:37:26.72Z" }, + { url = "https://files.pythonhosted.org/packages/e8/91/855af51d625b23aa987116a19e231d2aaef9c4a415273ddc189b79a45fee/pydantic_core-2.46.4-cp314-cp314t-macosx_10_12_x86_64.whl", hash = "sha256:af8244b2bef6aaad6d92cda81372de7f8c8d36c9f0c3ea36e827c60e7d9467a0", size = 2099593, upload-time = "2026-05-06T13:39:47.682Z" }, + { url = "https://files.pythonhosted.org/packages/fb/1b/8784a54c65edb5f49f0a14d6977cf1b209bba85a4c77445b255c2de58ab3/pydantic_core-2.46.4-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:5a4330cdbc57162e4b3aa303f588ba752257694c9c9be3e7ebb11b4aca659b5d", size = 1935226, upload-time = "2026-05-06T13:40:40.428Z" }, + { url = "https://files.pythonhosted.org/packages/e8/e7/1955d28d1afc56dd4b3ad7cc0cf39df1b9852964cf16e5d13912756d6d6b/pydantic_core-2.46.4-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:29c61fc04a3d840155ff08e475a04809278972fe6aef51e2720554e96367e34b", size = 1974605, upload-time = "2026-05-06T13:37:32.029Z" }, + { url = "https://files.pythonhosted.org/packages/93/e2/3fedbf0ba7a22850e6e9fd78117f1c0f10f950182344d8a6c535d468fdd8/pydantic_core-2.46.4-cp314-cp314t-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:c50f2528cf200c5eed56faf3f4e22fcd5f38c157a8b78576e6ba3168ec35f000", size = 2030777, upload-time = "2026-05-06T13:38:55.239Z" }, + { url = "https://files.pythonhosted.org/packages/f8/61/46be275fcaaba0b4f5b9669dd852267ce1ff616592dccf7a7845588df091/pydantic_core-2.46.4-cp314-cp314t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:0cbe8b01f948de4286c74cdd6c667aceb38f5c1e26f0693b3983d9d74887c65e", size = 2236641, upload-time = "2026-05-06T13:37:08.096Z" }, + { url = "https://files.pythonhosted.org/packages/60/db/12e93e46a8bac9988be3c016860f83293daea8c716c029c9ace279036f2f/pydantic_core-2.46.4-cp314-cp314t-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:617d7e2ca7dcb8c5cf6bcb8c59b8832c94b36196bbf1cbd1bfb56ed341905edd", size = 2286404, upload-time = "2026-05-06T13:40:20.221Z" }, + { url = "https://files.pythonhosted.org/packages/e2/4a/4d8b19008f38d31c53b8219cfedc2e3d5de5fe99d90076b7e767de29274f/pydantic_core-2.46.4-cp314-cp314t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7027560ee92211647d0d34e3f7cd6f50da56399d26a9c8ad0da286d3869a53f3", size = 2109219, upload-time = "2026-05-06T13:38:12.153Z" }, + { url = "https://files.pythonhosted.org/packages/88/70/3cbc40978fefb7bb09c6708d40d4ad1a5d70fd7213c3d17f971de868ec1f/pydantic_core-2.46.4-cp314-cp314t-manylinux_2_31_riscv64.whl", hash = "sha256:f99626688942fb746e545232e7726926f3be91b5975f8b55327665fafda991c7", size = 2110594, upload-time = "2026-05-06T13:40:02.971Z" }, + { url = "https://files.pythonhosted.org/packages/9d/20/b8d36736216e29491125531685b2f9e61aa5b4b2599893f8268551da3338/pydantic_core-2.46.4-cp314-cp314t-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:fc3e9034a63de20e15e8ade85358bc6efc614008cab72898b4b4952bea0509ff", size = 2159542, upload-time = "2026-05-06T13:39:27.506Z" }, + { url = "https://files.pythonhosted.org/packages/1d/a2/367df868eb584dacf6bf82a389272406d7178e301c4ac82545ab98bc2dd9/pydantic_core-2.46.4-cp314-cp314t-musllinux_1_1_aarch64.whl", hash = "sha256:97e7cf2be5c77b7d1a9713a05605d49460d02c6078d38d8bef3cbe323c548424", size = 2168146, upload-time = "2026-05-06T13:38:31.93Z" }, + { url = "https://files.pythonhosted.org/packages/c1/b8/4460f77f7e201893f649a29ab355dddd3beee8a97bcb1a320db414f9a06e/pydantic_core-2.46.4-cp314-cp314t-musllinux_1_1_armv7l.whl", hash = "sha256:3bf92c5d0e00fefaab325a4d27828fe6b6e2a21848686b5b60d2d9eeb09d76c6", size = 2306309, upload-time = "2026-05-06T13:37:44.717Z" }, + { url = "https://files.pythonhosted.org/packages/64/c4/be2639293acd87dc8ddbcec41a73cee9b2ebf996fe6d892a1a74e88ad3f7/pydantic_core-2.46.4-cp314-cp314t-musllinux_1_1_x86_64.whl", hash = "sha256:3ecbc122d18468d06ca279dc26a8c2e2d5acb10943bb35e36ae92096dc3b5565", size = 2369736, upload-time = "2026-05-06T13:37:05.645Z" }, + { url = "https://files.pythonhosted.org/packages/30/a6/9f9f380dbb301f67023bf8f707aaa75daadf84f7152d95c410fd7e81d994/pydantic_core-2.46.4-cp314-cp314t-win32.whl", hash = "sha256:e846ae7835bf0703ae43f534ab79a867146dadd59dc9ca5c8b53d5c8f7c9ef02", size = 1955575, upload-time = "2026-05-06T13:38:51.116Z" }, + { url = "https://files.pythonhosted.org/packages/40/1f/f1eb9eb350e795d1af8586289746f5c5677d16043040d63710e22abc43c9/pydantic_core-2.46.4-cp314-cp314t-win_amd64.whl", hash = "sha256:2108ba5c1c1eca18030634489dc544844144ee36357f2f9f780b93e7ddbb44b5", size = 2051624, upload-time = "2026-05-06T13:38:21.672Z" }, + { url = "https://files.pythonhosted.org/packages/f6/d2/42dd53d0a85c27606f316d3aa5d2869c4e8470a5ed6dec30e4a1abe19192/pydantic_core-2.46.4-cp314-cp314t-win_arm64.whl", hash = "sha256:4fcbe087dbc2068af7eda3aa87634eba216dbda64d1ae73c8684b621d33f6596", size = 2017325, upload-time = "2026-05-06T13:40:52.723Z" }, + { url = "https://files.pythonhosted.org/packages/ee/a4/73995fd4ebbb46ba0ee51e6fa049b8f02c40daebb762208feda8a6b7894d/pydantic_core-2.46.4-graalpy311-graalpy242_311_native-macosx_10_12_x86_64.whl", hash = "sha256:14d4edf427bdcf950a8a02d7cb44a08614388dd6e1bdcbf4f67504fa7887da9c", size = 2111589, upload-time = "2026-05-06T13:37:10.817Z" }, + { url = "https://files.pythonhosted.org/packages/fb/7f/f37d3a5e8bfcc2e403f5c57a730f2d815693fb42119e8ea48b3789335af1/pydantic_core-2.46.4-graalpy311-graalpy242_311_native-macosx_11_0_arm64.whl", hash = "sha256:0ce40cd7b21210e99342afafbd4d0f76d784eb5b1d60f3bdc566be4983c6c73b", size = 1944552, upload-time = "2026-05-06T13:36:56.717Z" }, + { url = "https://files.pythonhosted.org/packages/15/3c/d7eb777b3ff43e8433a4efb39a17aa8fd98a4ee8561a24a67ef5db07b2d6/pydantic_core-2.46.4-graalpy311-graalpy242_311_native-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:90884113d8b48f760e9587002789ddd741e76ab9f89518cd1e43b1f1a52ec44b", size = 1982984, upload-time = "2026-05-06T13:39:06.207Z" }, + { url = "https://files.pythonhosted.org/packages/63/87/70b9f40170a81afd55ca26c9b2acb25c20d64bcfbf888fafecb3ba077d4c/pydantic_core-2.46.4-graalpy311-graalpy242_311_native-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:66ce7632c22d837c95301830e111ad0128a32b8207533b60896a96c4915192ea", size = 2138417, upload-time = "2026-05-06T13:39:45.476Z" }, + { url = "https://files.pythonhosted.org/packages/9d/1d/8987ad40f65ae1432753072f214fb5c74fe47ffbd0698bb9cbbb585664f8/pydantic_core-2.46.4-graalpy312-graalpy250_312_native-macosx_10_12_x86_64.whl", hash = "sha256:1d8ba486450b14f3b1d63bc521d410ec7565e52f887b9fb671791886436a42f7", size = 2095527, upload-time = "2026-05-06T13:39:52.283Z" }, + { url = "https://files.pythonhosted.org/packages/64/d3/84c282a7eee1d3ac4c0377546ef5a1ea436ce26840d9ac3b7ed54a377507/pydantic_core-2.46.4-graalpy312-graalpy250_312_native-macosx_11_0_arm64.whl", hash = "sha256:3009f12e4e90b7f88b4f9adb1b0c4a3d58fe7820f3238c190047209d148026df", size = 1936024, upload-time = "2026-05-06T13:40:15.671Z" }, + { url = "https://files.pythonhosted.org/packages/d7/ca/eac61596cdeb4d7e174d3dc0bd8a6238f14f75f97a24e7b7db4c7e7340a0/pydantic_core-2.46.4-graalpy312-graalpy250_312_native-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ad785e92e6dc634c21555edc8bd6b64957ab844541bcb96a1366c202951ae526", size = 1990696, upload-time = "2026-05-06T13:38:34.717Z" }, + { url = "https://files.pythonhosted.org/packages/fa/c3/7c8b240552251faf6b3a957db200fcfbbcec36763c050428b601e0c9b83b/pydantic_core-2.46.4-graalpy312-graalpy250_312_native-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:00c603d540afdd6b80eb39f078f33ebd46211f02f33e34a32d9f053bba711de0", size = 2147590, upload-time = "2026-05-06T13:39:29.883Z" }, + { url = "https://files.pythonhosted.org/packages/11/cb/428de0385b6c8d44b716feba566abfacfbd23ee3c4439faa789a1456242f/pydantic_core-2.46.4-pp311-pypy311_pp73-macosx_10_12_x86_64.whl", hash = "sha256:0c563b08bca408dc7f65f700633d8442fffb2421fc47b8101377e9fd65051ff0", size = 2112782, upload-time = "2026-05-06T13:37:04.016Z" }, + { url = "https://files.pythonhosted.org/packages/0b/b5/6a17bdadd0fc1f170adfd05a20d37c832f52b117b4d9131da1f41bb097ce/pydantic_core-2.46.4-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:db06ffe51636ffe9ca531fe9023dd64bdd794be8754cb5df57c5498ae5b518a7", size = 1952146, upload-time = "2026-05-06T13:39:43.092Z" }, + { url = "https://files.pythonhosted.org/packages/2a/dc/03734d80e362cd43ef65428e9de77c730ce7f2f11c60d2b1e1b39f0fbf99/pydantic_core-2.46.4-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:133878133d271ade3d41d1bfb2a45ec38dbdbda40bc065921c6b04e4630127e2", size = 2134492, upload-time = "2026-05-06T13:36:58.124Z" }, + { url = "https://files.pythonhosted.org/packages/de/df/5e5ffc085ed07cc22d298134d3d911c63e91f6a0eb91fe646750a3209910/pydantic_core-2.46.4-pp311-pypy311_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:9bc519fbf2b7578398853d815009ae5e4d4603d12f4e3f91da8c06852d3da3e9", size = 2156604, upload-time = "2026-05-06T13:37:49.88Z" }, + { url = "https://files.pythonhosted.org/packages/81/44/6e112a4253e56f5705467cbab7ab5e91ee7398ba3d56d358635958893d3e/pydantic_core-2.46.4-pp311-pypy311_pp73-musllinux_1_1_aarch64.whl", hash = "sha256:c7a7bd4e39e8e4c12c39cd480356842b6a8a06e41b23a55a5e3e191718838ddf", size = 2183828, upload-time = "2026-05-06T13:37:43.053Z" }, + { url = "https://files.pythonhosted.org/packages/ac/ad/5565071e937d8e752842ac241463944c9eb14c87e2d269f2658a5bd05e98/pydantic_core-2.46.4-pp311-pypy311_pp73-musllinux_1_1_armv7l.whl", hash = "sha256:d396ec2b979760aaf3218e76c24e65bd0aca24983298653b3a9d7a45f9e47b30", size = 2310000, upload-time = "2026-05-06T13:37:56.694Z" }, + { url = "https://files.pythonhosted.org/packages/4f/c3/66883a5cec183e7fba4d024b4cbbe61851a63750ef606b0afecc46d1f2bf/pydantic_core-2.46.4-pp311-pypy311_pp73-musllinux_1_1_x86_64.whl", hash = "sha256:86e1a4418c6cd97d60c95c71164158eaf7324fae7b0923264016baa993eba6fc", size = 2361286, upload-time = "2026-05-06T13:40:05.667Z" }, + { url = "https://files.pythonhosted.org/packages/4b/2d/69abac8f838090bbecd5df894befb2c2619e7996a98ddb949db9f3b93225/pydantic_core-2.46.4-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:d51026d73fcfd93610abc7b27789c26b313920fcfb20e27462d74a7f8b06e983", size = 2193071, upload-time = "2026-05-06T13:38:08.682Z" }, +] + +[[package]] +name = "pydantic-settings" +version = "2.14.1" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "pydantic" }, + { name = "python-dotenv" }, + { name = "typing-inspection" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/07/60/1d1e59c9c90d54591469ada7d268251f71c24bdb765f1a8a832cee8c6653/pydantic_settings-2.14.1.tar.gz", hash = "sha256:e874d3bec7e787b0c9958277956ed9b4dd5de6a80e162188fdaff7c5e26fd5fa", size = 235551, upload-time = "2026-05-08T13:40:06.542Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/ae/8d/f1af3832f5e6eb13ba94ee809e72b8ecb5eef226d27ee0bef7d963d943c7/pydantic_settings-2.14.1-py3-none-any.whl", hash = "sha256:6e3c7edfd8277687cdc598f56e5cff0e9bfff0910a3749deaa8d4401c3a2b9de", size = 60964, upload-time = "2026-05-08T13:40:04.958Z" }, +] + +[[package]] +name = "pygments" +version = "2.20.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/c3/b2/bc9c9196916376152d655522fdcebac55e66de6603a76a02bca1b6414f6c/pygments-2.20.0.tar.gz", hash = "sha256:6757cd03768053ff99f3039c1a36d6c0aa0b263438fcab17520b30a303a82b5f", size = 4955991, upload-time = "2026-03-29T13:29:33.898Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/f4/7e/a72dd26f3b0f4f2bf1dd8923c85f7ceb43172af56d63c7383eb62b332364/pygments-2.20.0-py3-none-any.whl", hash = "sha256:81a9e26dd42fd28a23a2d169d86d7ac03b46e2f8b59ed4698fb4785f946d0176", size = 1231151, upload-time = "2026-03-29T13:29:30.038Z" }, +] + +[[package]] +name = "pytest" +version = "9.0.3" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "colorama", marker = "sys_platform == 'win32'" }, + { name = "iniconfig" }, + { name = "packaging" }, + { name = "pluggy" }, + { name = "pygments" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/7d/0d/549bd94f1a0a402dc8cf64563a117c0f3765662e2e668477624baeec44d5/pytest-9.0.3.tar.gz", hash = "sha256:b86ada508af81d19edeb213c681b1d48246c1a91d304c6c81a427674c17eb91c", size = 1572165, upload-time = "2026-04-07T17:16:18.027Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/d4/24/a372aaf5c9b7208e7112038812994107bc65a84cd00e0354a88c2c77a617/pytest-9.0.3-py3-none-any.whl", hash = "sha256:2c5efc453d45394fdd706ade797c0a81091eccd1d6e4bccfcd476e2b8e0ab5d9", size = 375249, upload-time = "2026-04-07T17:16:16.13Z" }, +] + +[[package]] +name = "pytest-asyncio" +version = "1.4.0" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "pytest" }, + { name = "typing-extensions", marker = "python_full_version < '3.13'" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/43/7c/d36d04db312ecf4298932ef77e6e4a9e8ad017906e24e34f0b0c361a2473/pytest_asyncio-1.4.0.tar.gz", hash = "sha256:c6c0d2259945122819f171a32ecea2c349ead889ee28176caaf492143424be42", size = 58514, upload-time = "2026-05-26T09:56:04.083Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/03/e2/08a497ef684b88559c9cc5f4ad53a37e7b99e727094a86d6ea32536d5d3c/pytest_asyncio-1.4.0-py3-none-any.whl", hash = "sha256:933ca923a23075a87fb7070c0ec272a6848489824d887c85c812670932835aa1", size = 16930, upload-time = "2026-05-26T09:56:02.576Z" }, +] + +[[package]] +name = "pytest-cov" +version = "7.1.0" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "coverage", extra = ["toml"] }, + { name = "pluggy" }, + { name = "pytest" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/b1/51/a849f96e117386044471c8ec2bd6cfebacda285da9525c9106aeb28da671/pytest_cov-7.1.0.tar.gz", hash = "sha256:30674f2b5f6351aa09702a9c8c364f6a01c27aae0c1366ae8016160d1efc56b2", size = 55592, upload-time = "2026-03-21T20:11:16.284Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/9d/7a/d968e294073affff457b041c2be9868a40c1c71f4a35fcc1e45e5493067b/pytest_cov-7.1.0-py3-none-any.whl", hash = "sha256:a0461110b7865f9a271aa1b51e516c9a95de9d696734a2f71e3e78f46e1d4678", size = 22876, upload-time = "2026-03-21T20:11:14.438Z" }, +] + +[[package]] +name = "python-dotenv" +version = "1.2.2" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/82/ed/0301aeeac3e5353ef3d94b6ec08bbcabd04a72018415dcb29e588514bba8/python_dotenv-1.2.2.tar.gz", hash = "sha256:2c371a91fbd7ba082c2c1dc1f8bf89ca22564a087c2c287cd9b662adde799cf3", size = 50135, upload-time = "2026-03-01T16:00:26.196Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/0b/d7/1959b9648791274998a9c3526f6d0ec8fd2233e4d4acce81bbae76b44b2a/python_dotenv-1.2.2-py3-none-any.whl", hash = "sha256:1d8214789a24de455a8b8bd8ae6fe3c6b69a5e3d64aa8a8e5d68e694bbcb285a", size = 22101, upload-time = "2026-03-01T16:00:25.09Z" }, +] + +[[package]] +name = "pyyaml" +version = "6.0.3" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/05/8e/961c0007c59b8dd7729d542c61a4d537767a59645b82a0b521206e1e25c2/pyyaml-6.0.3.tar.gz", hash = "sha256:d76623373421df22fb4cf8817020cbb7ef15c725b9d5e45f17e189bfc384190f", size = 130960, upload-time = "2025-09-25T21:33:16.546Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/6d/16/a95b6757765b7b031c9374925bb718d55e0a9ba8a1b6a12d25962ea44347/pyyaml-6.0.3-cp311-cp311-macosx_10_13_x86_64.whl", hash = "sha256:44edc647873928551a01e7a563d7452ccdebee747728c1080d881d68af7b997e", size = 185826, upload-time = "2025-09-25T21:31:58.655Z" }, + { url = "https://files.pythonhosted.org/packages/16/19/13de8e4377ed53079ee996e1ab0a9c33ec2faf808a4647b7b4c0d46dd239/pyyaml-6.0.3-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:652cb6edd41e718550aad172851962662ff2681490a8a711af6a4d288dd96824", size = 175577, upload-time = "2025-09-25T21:32:00.088Z" }, + { url = "https://files.pythonhosted.org/packages/0c/62/d2eb46264d4b157dae1275b573017abec435397aa59cbcdab6fc978a8af4/pyyaml-6.0.3-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:10892704fc220243f5305762e276552a0395f7beb4dbf9b14ec8fd43b57f126c", size = 775556, upload-time = "2025-09-25T21:32:01.31Z" }, + { url = "https://files.pythonhosted.org/packages/10/cb/16c3f2cf3266edd25aaa00d6c4350381c8b012ed6f5276675b9eba8d9ff4/pyyaml-6.0.3-cp311-cp311-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:850774a7879607d3a6f50d36d04f00ee69e7fc816450e5f7e58d7f17f1ae5c00", size = 882114, upload-time = "2025-09-25T21:32:03.376Z" }, + { url = "https://files.pythonhosted.org/packages/71/60/917329f640924b18ff085ab889a11c763e0b573da888e8404ff486657602/pyyaml-6.0.3-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:b8bb0864c5a28024fac8a632c443c87c5aa6f215c0b126c449ae1a150412f31d", size = 806638, upload-time = "2025-09-25T21:32:04.553Z" }, + { url = "https://files.pythonhosted.org/packages/dd/6f/529b0f316a9fd167281a6c3826b5583e6192dba792dd55e3203d3f8e655a/pyyaml-6.0.3-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:1d37d57ad971609cf3c53ba6a7e365e40660e3be0e5175fa9f2365a379d6095a", size = 767463, upload-time = "2025-09-25T21:32:06.152Z" }, + { url = "https://files.pythonhosted.org/packages/f2/6a/b627b4e0c1dd03718543519ffb2f1deea4a1e6d42fbab8021936a4d22589/pyyaml-6.0.3-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:37503bfbfc9d2c40b344d06b2199cf0e96e97957ab1c1b546fd4f87e53e5d3e4", size = 794986, upload-time = "2025-09-25T21:32:07.367Z" }, + { url = "https://files.pythonhosted.org/packages/45/91/47a6e1c42d9ee337c4839208f30d9f09caa9f720ec7582917b264defc875/pyyaml-6.0.3-cp311-cp311-win32.whl", hash = "sha256:8098f252adfa6c80ab48096053f512f2321f0b998f98150cea9bd23d83e1467b", size = 142543, upload-time = "2025-09-25T21:32:08.95Z" }, + { url = "https://files.pythonhosted.org/packages/da/e3/ea007450a105ae919a72393cb06f122f288ef60bba2dc64b26e2646fa315/pyyaml-6.0.3-cp311-cp311-win_amd64.whl", hash = "sha256:9f3bfb4965eb874431221a3ff3fdcddc7e74e3b07799e0e84ca4a0f867d449bf", size = 158763, upload-time = "2025-09-25T21:32:09.96Z" }, + { url = "https://files.pythonhosted.org/packages/d1/33/422b98d2195232ca1826284a76852ad5a86fe23e31b009c9886b2d0fb8b2/pyyaml-6.0.3-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:7f047e29dcae44602496db43be01ad42fc6f1cc0d8cd6c83d342306c32270196", size = 182063, upload-time = "2025-09-25T21:32:11.445Z" }, + { url = "https://files.pythonhosted.org/packages/89/a0/6cf41a19a1f2f3feab0e9c0b74134aa2ce6849093d5517a0c550fe37a648/pyyaml-6.0.3-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:fc09d0aa354569bc501d4e787133afc08552722d3ab34836a80547331bb5d4a0", size = 173973, upload-time = "2025-09-25T21:32:12.492Z" }, + { url = "https://files.pythonhosted.org/packages/ed/23/7a778b6bd0b9a8039df8b1b1d80e2e2ad78aa04171592c8a5c43a56a6af4/pyyaml-6.0.3-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:9149cad251584d5fb4981be1ecde53a1ca46c891a79788c0df828d2f166bda28", size = 775116, upload-time = "2025-09-25T21:32:13.652Z" }, + { url = "https://files.pythonhosted.org/packages/65/30/d7353c338e12baef4ecc1b09e877c1970bd3382789c159b4f89d6a70dc09/pyyaml-6.0.3-cp312-cp312-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:5fdec68f91a0c6739b380c83b951e2c72ac0197ace422360e6d5a959d8d97b2c", size = 844011, upload-time = "2025-09-25T21:32:15.21Z" }, + { url = "https://files.pythonhosted.org/packages/8b/9d/b3589d3877982d4f2329302ef98a8026e7f4443c765c46cfecc8858c6b4b/pyyaml-6.0.3-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:ba1cc08a7ccde2d2ec775841541641e4548226580ab850948cbfda66a1befcdc", size = 807870, upload-time = "2025-09-25T21:32:16.431Z" }, + { url = "https://files.pythonhosted.org/packages/05/c0/b3be26a015601b822b97d9149ff8cb5ead58c66f981e04fedf4e762f4bd4/pyyaml-6.0.3-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:8dc52c23056b9ddd46818a57b78404882310fb473d63f17b07d5c40421e47f8e", size = 761089, upload-time = "2025-09-25T21:32:17.56Z" }, + { url = "https://files.pythonhosted.org/packages/be/8e/98435a21d1d4b46590d5459a22d88128103f8da4c2d4cb8f14f2a96504e1/pyyaml-6.0.3-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:41715c910c881bc081f1e8872880d3c650acf13dfa8214bad49ed4cede7c34ea", size = 790181, upload-time = "2025-09-25T21:32:18.834Z" }, + { url = "https://files.pythonhosted.org/packages/74/93/7baea19427dcfbe1e5a372d81473250b379f04b1bd3c4c5ff825e2327202/pyyaml-6.0.3-cp312-cp312-win32.whl", hash = "sha256:96b533f0e99f6579b3d4d4995707cf36df9100d67e0c8303a0c55b27b5f99bc5", size = 137658, upload-time = "2025-09-25T21:32:20.209Z" }, + { url = "https://files.pythonhosted.org/packages/86/bf/899e81e4cce32febab4fb42bb97dcdf66bc135272882d1987881a4b519e9/pyyaml-6.0.3-cp312-cp312-win_amd64.whl", hash = "sha256:5fcd34e47f6e0b794d17de1b4ff496c00986e1c83f7ab2fb8fcfe9616ff7477b", size = 154003, upload-time = "2025-09-25T21:32:21.167Z" }, + { url = "https://files.pythonhosted.org/packages/1a/08/67bd04656199bbb51dbed1439b7f27601dfb576fb864099c7ef0c3e55531/pyyaml-6.0.3-cp312-cp312-win_arm64.whl", hash = "sha256:64386e5e707d03a7e172c0701abfb7e10f0fb753ee1d773128192742712a98fd", size = 140344, upload-time = "2025-09-25T21:32:22.617Z" }, + { url = "https://files.pythonhosted.org/packages/d1/11/0fd08f8192109f7169db964b5707a2f1e8b745d4e239b784a5a1dd80d1db/pyyaml-6.0.3-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:8da9669d359f02c0b91ccc01cac4a67f16afec0dac22c2ad09f46bee0697eba8", size = 181669, upload-time = "2025-09-25T21:32:23.673Z" }, + { url = "https://files.pythonhosted.org/packages/b1/16/95309993f1d3748cd644e02e38b75d50cbc0d9561d21f390a76242ce073f/pyyaml-6.0.3-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:2283a07e2c21a2aa78d9c4442724ec1eb15f5e42a723b99cb3d822d48f5f7ad1", size = 173252, upload-time = "2025-09-25T21:32:25.149Z" }, + { url = "https://files.pythonhosted.org/packages/50/31/b20f376d3f810b9b2371e72ef5adb33879b25edb7a6d072cb7ca0c486398/pyyaml-6.0.3-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:ee2922902c45ae8ccada2c5b501ab86c36525b883eff4255313a253a3160861c", size = 767081, upload-time = "2025-09-25T21:32:26.575Z" }, + { url = "https://files.pythonhosted.org/packages/49/1e/a55ca81e949270d5d4432fbbd19dfea5321eda7c41a849d443dc92fd1ff7/pyyaml-6.0.3-cp313-cp313-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:a33284e20b78bd4a18c8c2282d549d10bc8408a2a7ff57653c0cf0b9be0afce5", size = 841159, upload-time = "2025-09-25T21:32:27.727Z" }, + { url = "https://files.pythonhosted.org/packages/74/27/e5b8f34d02d9995b80abcef563ea1f8b56d20134d8f4e5e81733b1feceb2/pyyaml-6.0.3-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:0f29edc409a6392443abf94b9cf89ce99889a1dd5376d94316ae5145dfedd5d6", size = 801626, upload-time = "2025-09-25T21:32:28.878Z" }, + { url = "https://files.pythonhosted.org/packages/f9/11/ba845c23988798f40e52ba45f34849aa8a1f2d4af4b798588010792ebad6/pyyaml-6.0.3-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:f7057c9a337546edc7973c0d3ba84ddcdf0daa14533c2065749c9075001090e6", size = 753613, upload-time = "2025-09-25T21:32:30.178Z" }, + { url = "https://files.pythonhosted.org/packages/3d/e0/7966e1a7bfc0a45bf0a7fb6b98ea03fc9b8d84fa7f2229e9659680b69ee3/pyyaml-6.0.3-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:eda16858a3cab07b80edaf74336ece1f986ba330fdb8ee0d6c0d68fe82bc96be", size = 794115, upload-time = "2025-09-25T21:32:31.353Z" }, + { url = "https://files.pythonhosted.org/packages/de/94/980b50a6531b3019e45ddeada0626d45fa85cbe22300844a7983285bed3b/pyyaml-6.0.3-cp313-cp313-win32.whl", hash = "sha256:d0eae10f8159e8fdad514efdc92d74fd8d682c933a6dd088030f3834bc8e6b26", size = 137427, upload-time = "2025-09-25T21:32:32.58Z" }, + { url = "https://files.pythonhosted.org/packages/97/c9/39d5b874e8b28845e4ec2202b5da735d0199dbe5b8fb85f91398814a9a46/pyyaml-6.0.3-cp313-cp313-win_amd64.whl", hash = "sha256:79005a0d97d5ddabfeeea4cf676af11e647e41d81c9a7722a193022accdb6b7c", size = 154090, upload-time = "2025-09-25T21:32:33.659Z" }, + { url = "https://files.pythonhosted.org/packages/73/e8/2bdf3ca2090f68bb3d75b44da7bbc71843b19c9f2b9cb9b0f4ab7a5a4329/pyyaml-6.0.3-cp313-cp313-win_arm64.whl", hash = "sha256:5498cd1645aa724a7c71c8f378eb29ebe23da2fc0d7a08071d89469bf1d2defb", size = 140246, upload-time = "2025-09-25T21:32:34.663Z" }, + { url = "https://files.pythonhosted.org/packages/9d/8c/f4bd7f6465179953d3ac9bc44ac1a8a3e6122cf8ada906b4f96c60172d43/pyyaml-6.0.3-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:8d1fab6bb153a416f9aeb4b8763bc0f22a5586065f86f7664fc23339fc1c1fac", size = 181814, upload-time = "2025-09-25T21:32:35.712Z" }, + { url = "https://files.pythonhosted.org/packages/bd/9c/4d95bb87eb2063d20db7b60faa3840c1b18025517ae857371c4dd55a6b3a/pyyaml-6.0.3-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:34d5fcd24b8445fadc33f9cf348c1047101756fd760b4dacb5c3e99755703310", size = 173809, upload-time = "2025-09-25T21:32:36.789Z" }, + { url = "https://files.pythonhosted.org/packages/92/b5/47e807c2623074914e29dabd16cbbdd4bf5e9b2db9f8090fa64411fc5382/pyyaml-6.0.3-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:501a031947e3a9025ed4405a168e6ef5ae3126c59f90ce0cd6f2bfc477be31b7", size = 766454, upload-time = "2025-09-25T21:32:37.966Z" }, + { url = "https://files.pythonhosted.org/packages/02/9e/e5e9b168be58564121efb3de6859c452fccde0ab093d8438905899a3a483/pyyaml-6.0.3-cp314-cp314-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:b3bc83488de33889877a0f2543ade9f70c67d66d9ebb4ac959502e12de895788", size = 836355, upload-time = "2025-09-25T21:32:39.178Z" }, + { url = "https://files.pythonhosted.org/packages/88/f9/16491d7ed2a919954993e48aa941b200f38040928474c9e85ea9e64222c3/pyyaml-6.0.3-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:c458b6d084f9b935061bc36216e8a69a7e293a2f1e68bf956dcd9e6cbcd143f5", size = 794175, upload-time = "2025-09-25T21:32:40.865Z" }, + { url = "https://files.pythonhosted.org/packages/dd/3f/5989debef34dc6397317802b527dbbafb2b4760878a53d4166579111411e/pyyaml-6.0.3-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:7c6610def4f163542a622a73fb39f534f8c101d690126992300bf3207eab9764", size = 755228, upload-time = "2025-09-25T21:32:42.084Z" }, + { url = "https://files.pythonhosted.org/packages/d7/ce/af88a49043cd2e265be63d083fc75b27b6ed062f5f9fd6cdc223ad62f03e/pyyaml-6.0.3-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:5190d403f121660ce8d1d2c1bb2ef1bd05b5f68533fc5c2ea899bd15f4399b35", size = 789194, upload-time = "2025-09-25T21:32:43.362Z" }, + { url = "https://files.pythonhosted.org/packages/23/20/bb6982b26a40bb43951265ba29d4c246ef0ff59c9fdcdf0ed04e0687de4d/pyyaml-6.0.3-cp314-cp314-win_amd64.whl", hash = "sha256:4a2e8cebe2ff6ab7d1050ecd59c25d4c8bd7e6f400f5f82b96557ac0abafd0ac", size = 156429, upload-time = "2025-09-25T21:32:57.844Z" }, + { url = "https://files.pythonhosted.org/packages/f4/f4/a4541072bb9422c8a883ab55255f918fa378ecf083f5b85e87fc2b4eda1b/pyyaml-6.0.3-cp314-cp314-win_arm64.whl", hash = "sha256:93dda82c9c22deb0a405ea4dc5f2d0cda384168e466364dec6255b293923b2f3", size = 143912, upload-time = "2025-09-25T21:32:59.247Z" }, + { url = "https://files.pythonhosted.org/packages/7c/f9/07dd09ae774e4616edf6cda684ee78f97777bdd15847253637a6f052a62f/pyyaml-6.0.3-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:02893d100e99e03eda1c8fd5c441d8c60103fd175728e23e431db1b589cf5ab3", size = 189108, upload-time = "2025-09-25T21:32:44.377Z" }, + { url = "https://files.pythonhosted.org/packages/4e/78/8d08c9fb7ce09ad8c38ad533c1191cf27f7ae1effe5bb9400a46d9437fcf/pyyaml-6.0.3-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:c1ff362665ae507275af2853520967820d9124984e0f7466736aea23d8611fba", size = 183641, upload-time = "2025-09-25T21:32:45.407Z" }, + { url = "https://files.pythonhosted.org/packages/7b/5b/3babb19104a46945cf816d047db2788bcaf8c94527a805610b0289a01c6b/pyyaml-6.0.3-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:6adc77889b628398debc7b65c073bcb99c4a0237b248cacaf3fe8a557563ef6c", size = 831901, upload-time = "2025-09-25T21:32:48.83Z" }, + { url = "https://files.pythonhosted.org/packages/8b/cc/dff0684d8dc44da4d22a13f35f073d558c268780ce3c6ba1b87055bb0b87/pyyaml-6.0.3-cp314-cp314t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:a80cb027f6b349846a3bf6d73b5e95e782175e52f22108cfa17876aaeff93702", size = 861132, upload-time = "2025-09-25T21:32:50.149Z" }, + { url = "https://files.pythonhosted.org/packages/b1/5e/f77dc6b9036943e285ba76b49e118d9ea929885becb0a29ba8a7c75e29fe/pyyaml-6.0.3-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:00c4bdeba853cc34e7dd471f16b4114f4162dc03e6b7afcc2128711f0eca823c", size = 839261, upload-time = "2025-09-25T21:32:51.808Z" }, + { url = "https://files.pythonhosted.org/packages/ce/88/a9db1376aa2a228197c58b37302f284b5617f56a5d959fd1763fb1675ce6/pyyaml-6.0.3-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:66e1674c3ef6f541c35191caae2d429b967b99e02040f5ba928632d9a7f0f065", size = 805272, upload-time = "2025-09-25T21:32:52.941Z" }, + { url = "https://files.pythonhosted.org/packages/da/92/1446574745d74df0c92e6aa4a7b0b3130706a4142b2d1a5869f2eaa423c6/pyyaml-6.0.3-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:16249ee61e95f858e83976573de0f5b2893b3677ba71c9dd36b9cf8be9ac6d65", size = 829923, upload-time = "2025-09-25T21:32:54.537Z" }, + { url = "https://files.pythonhosted.org/packages/f0/7a/1c7270340330e575b92f397352af856a8c06f230aa3e76f86b39d01b416a/pyyaml-6.0.3-cp314-cp314t-win_amd64.whl", hash = "sha256:4ad1906908f2f5ae4e5a8ddfce73c320c2a1429ec52eafd27138b7f1cbe341c9", size = 174062, upload-time = "2025-09-25T21:32:55.767Z" }, + { url = "https://files.pythonhosted.org/packages/f1/12/de94a39c2ef588c7e6455cfbe7343d3b2dc9d6b6b2f40c4c6565744c873d/pyyaml-6.0.3-cp314-cp314t-win_arm64.whl", hash = "sha256:ebc55a14a21cb14062aa4162f906cd962b28e2e9ea38f9b4391244cd8de4ae0b", size = 149341, upload-time = "2025-09-25T21:32:56.828Z" }, +] + +[[package]] +name = "sqlalchemy" +version = "2.0.50" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "greenlet", marker = "platform_machine == 'AMD64' or platform_machine == 'WIN32' or platform_machine == 'aarch64' or platform_machine == 'amd64' or platform_machine == 'ppc64le' or platform_machine == 'win32' or platform_machine == 'x86_64'" }, + { name = "typing-extensions" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/57/da/6fbf010c8ebb347679d0d100b22fe9ba5e13fd04046c5df7280d2f0bf706/sqlalchemy-2.0.50.tar.gz", hash = "sha256:af5607d11ef90fd6a5c0549fe0045dce1663d427426bcfb506dcb5346a85a3b9", size = 9907424, upload-time = "2026-05-24T19:20:04.018Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/b6/5d/3172686af1770e4de2805f919a51441085f589ddadf3dd76ec582f84f497/sqlalchemy-2.0.50-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:1aa6e403663a9c43c8fef7ce4bdb4cf48bcd8d352e91deda2a99f963270bd508", size = 2161366, upload-time = "2026-05-24T20:00:02.061Z" }, + { url = "https://files.pythonhosted.org/packages/0f/90/e98dedea3c3e663a17afcd003a34ba45efdac2cea3b6f2e4585e2b1e2537/sqlalchemy-2.0.50-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:51b637a84f9fa35ae1f9017e786cb142974a25305085e1b378b3647a67f65ad3", size = 3318926, upload-time = "2026-05-24T20:07:42.369Z" }, + { url = "https://files.pythonhosted.org/packages/3b/4f/501308c2babb62c11753ecb4ee88ba9eef019419a4d6cbf7cb13e2bad353/sqlalchemy-2.0.50-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:2dab927761d9108550f0cf8e66ff21af56f907a0ce0a689793db615e2b55f62c", size = 3319199, upload-time = "2026-05-24T20:14:28.551Z" }, + { url = "https://files.pythonhosted.org/packages/ac/39/d88996c5e03ed6248c3a788d20f0b8d8b376b9f8a495e4bab9df7c72d2f8/sqlalchemy-2.0.50-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:545eae198d37bcf837a10ede3684e2af32458d6f35c597c35c2de7502dc38fc4", size = 3270301, upload-time = "2026-05-24T20:07:44.917Z" }, + { url = "https://files.pythonhosted.org/packages/42/1b/1ae0e65161b51cc43e5ca75430ef79d80e23b5042d645586c2c342c3b92e/sqlalchemy-2.0.50-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:0fec460e18cdbb4c7773531122ce9a27e96c6ca17af3933941d94da475ad2c86", size = 3293465, upload-time = "2026-05-24T20:14:30.501Z" }, + { url = "https://files.pythonhosted.org/packages/83/29/17c0003f2c0dfa6d1b97672475707e3ec5980db09defd7fa20beb6833bbd/sqlalchemy-2.0.50-cp311-cp311-win32.whl", hash = "sha256:e6e814658818fd165e749e3d8490ef16cc7f379a118c37ada8b0589ffbaaac22", size = 2120694, upload-time = "2026-05-24T20:08:09.237Z" }, + { url = "https://files.pythonhosted.org/packages/c9/18/280d00654cc19d1fccf236fa5070f6dd04b84dde6f1b2e637bde0ff340a7/sqlalchemy-2.0.50-cp311-cp311-win_amd64.whl", hash = "sha256:1c5f858fe79c9f5d8fda065c06186356acb7f8df3cd52dbd5ee3f200e4b144f5", size = 2145315, upload-time = "2026-05-24T20:08:10.952Z" }, + { url = "https://files.pythonhosted.org/packages/be/b0/a9d19b43f38f878b1278bca5b00b909f7540d41494396dd2561f9ad0956d/sqlalchemy-2.0.50-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:23ae23d8b9d344d30d0a92f06d45825024a5790f1c1dd4cf452636a50d3e58cb", size = 2159807, upload-time = "2026-05-24T19:27:53.086Z" }, + { url = "https://files.pythonhosted.org/packages/f5/2c/191dd58a248fd2cfd4780fa82c375c505e4ad98c8b522fa69ec492130d77/sqlalchemy-2.0.50-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:47b71b933e7b4ebad407c8fdfd70d2c4f08b78b3238bb30eebdd6eb32ca51b89", size = 3343358, upload-time = "2026-05-24T20:09:29.279Z" }, + { url = "https://files.pythonhosted.org/packages/8a/2b/514fce8a7df81cf5bad7ff7865de7ac0c5776a38cc043475c4703eb7fe8b/sqlalchemy-2.0.50-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:110fdac56ace278949f00de805edacbd6141e382d992f9ba28238b3a0827a600", size = 3357994, upload-time = "2026-05-24T20:17:13.495Z" }, + { url = "https://files.pythonhosted.org/packages/35/a6/a0e283f5494f92b0d77e319ff77e437b1ffe4a051ba67c81d53234825475/sqlalchemy-2.0.50-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:0f5e4ac70e9e757f6b3e87c0491ff034442ecd8dfd36d041a50564c322dafc0e", size = 3289399, upload-time = "2026-05-24T20:09:32.239Z" }, + { url = "https://files.pythonhosted.org/packages/b7/96/1b07325ba71752d6a028b77d07bed1483ad545f794e8b1dc89b3ba3b3c68/sqlalchemy-2.0.50-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:724f3dcbe53dd0151e3cb5e7ec4ba4c620bede579caacd16275dc35ce06e8615", size = 3321216, upload-time = "2026-05-24T20:17:15.581Z" }, + { url = "https://files.pythonhosted.org/packages/ed/8e/bad6ed253e8a99edfc99af02f7173ec48a1d3ed1b9b35a1b8bc1700900cc/sqlalchemy-2.0.50-cp312-cp312-win32.whl", hash = "sha256:1208050441471d003b7c8cb4054fb084f185cf35ac3f0ea270803865bca9939a", size = 2119194, upload-time = "2026-05-24T19:50:04.943Z" }, + { url = "https://files.pythonhosted.org/packages/b6/2d/314a6690dda4b9cfc571eab1a63cf6fe6e1470aa3759ccda6aa016ee0f5a/sqlalchemy-2.0.50-cp312-cp312-win_amd64.whl", hash = "sha256:9d1af51558029a156a70986b7df88f042b3d158d7c8d8fb5072912d4b32d89c7", size = 2146186, upload-time = "2026-05-24T19:50:06.74Z" }, + { url = "https://files.pythonhosted.org/packages/0b/c4/c42356b527296e9862f67990efce31ef78b4cf69cd3f80873a528a060320/sqlalchemy-2.0.50-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:06a9210bdc5f4298cff0781087e2ff45683922252dacc452846373a58761f093", size = 2156697, upload-time = "2026-05-24T19:27:54.764Z" }, + { url = "https://files.pythonhosted.org/packages/60/a1/b1a70e3c4365ac7fe9e347f3710f19b562c866fb96d45e3c891588789a7b/sqlalchemy-2.0.50-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:8b53784972ade4f8174b9aa661f31a06f8a936d2cfdd602913ff3c6dd40ae873", size = 3284260, upload-time = "2026-05-24T20:09:34.195Z" }, + { url = "https://files.pythonhosted.org/packages/3f/4a/f3ac3caa19f263d57b0a47f8c91bbf56583dc2d3fc63acfbf644abb24fe0/sqlalchemy-2.0.50-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:31648fa14460537e768a7303b078e4344d208e0d23e06867c1f376a227ed82db", size = 3302280, upload-time = "2026-05-24T20:17:17.825Z" }, + { url = "https://files.pythonhosted.org/packages/66/55/ccada3e3d62254587819749a0bc69f41173eb48a6e385d10e66d32a9c88e/sqlalchemy-2.0.50-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:03f4323c980ad0e918cc9e5369b015f759f4e534db5bbaf4dc36832c10d05064", size = 3231580, upload-time = "2026-05-24T20:09:36.406Z" }, + { url = "https://files.pythonhosted.org/packages/05/f6/6809349130a2de0e109e7f00fd7d431da9565b9b2868b32ee684754f672b/sqlalchemy-2.0.50-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:2b9dcc43afef8ac157cd92fce96985d6b8b0cfbd3df4d666f66b4d55a75d202f", size = 3269375, upload-time = "2026-05-24T20:17:20.34Z" }, + { url = "https://files.pythonhosted.org/packages/48/84/278a811ef4e07be9c89dc5cdd7be833268509a66a68c4897cf585e67428f/sqlalchemy-2.0.50-cp313-cp313-win32.whl", hash = "sha256:60922d6599065ddca2c6f376b9aa2f41a6b85a271725e0909490bbc50b1998a5", size = 2117229, upload-time = "2026-05-24T19:50:08.215Z" }, + { url = "https://files.pythonhosted.org/packages/f6/1c/067cc6187ed32d2ec222fe6d2643acc1659a6d0659f8a7cbc5ad3ae83280/sqlalchemy-2.0.50-cp313-cp313-win_amd64.whl", hash = "sha256:287086e67275a212c4582d166a6fb03a65ccc5551d80866270ce0dd9f34eccd3", size = 2143126, upload-time = "2026-05-24T19:50:09.691Z" }, + { url = "https://files.pythonhosted.org/packages/df/32/10ac51b4be7cdecd7e93d069251c86dfbf70b7adbd7c67b48ccea6c49e1c/sqlalchemy-2.0.50-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:c966932507a4d7d0a37314927dbfcd89720e3f37d2a1e3352e7ae7939fa8e8a0", size = 2158519, upload-time = "2026-05-24T19:27:56.472Z" }, + { url = "https://files.pythonhosted.org/packages/5a/76/e703d2f7681d7d66c4c891af3f07c7ccf4c76ad7f18351de035b5eda007a/sqlalchemy-2.0.50-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:faffef4bcc20a1892e65e155293d99d60855bbbc79250ab712819cfd56a8e6bb", size = 3282063, upload-time = "2026-05-24T20:09:38.57Z" }, + { url = "https://files.pythonhosted.org/packages/31/26/ef168b184a25701f9995e8fb7e503fafd7a99c1c77cda1bc1a26ea2ed486/sqlalchemy-2.0.50-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:6c206aec519a2e7bd08abbfb33436e325fd22c632d9c21a9047e376ce241646e", size = 3287069, upload-time = "2026-05-24T20:17:21.942Z" }, + { url = "https://files.pythonhosted.org/packages/c2/15/765acc2bc693bccc43ca4a95d5b69750da8aaf6db1b5c616536e087f8920/sqlalchemy-2.0.50-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:bef4ac756363227ef6402a75fee025a4bc690f92328e825868939b3b3a446a6d", size = 3230453, upload-time = "2026-05-24T20:09:40.398Z" }, + { url = "https://files.pythonhosted.org/packages/63/61/08e03c3adbf5db0087a0b6816746fec8f3032fb2f7fc899a9bb9b2a48ce4/sqlalchemy-2.0.50-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:96fbee6b19c19cd1556c8bf9419447cf2ec149ffcab7ab64348c23e54ef8547f", size = 3252413, upload-time = "2026-05-24T20:17:24.067Z" }, + { url = "https://files.pythonhosted.org/packages/03/0c/370a1f2db38436c615e10134c8a37de3688e74084792380695f3f5083860/sqlalchemy-2.0.50-cp314-cp314-win32.whl", hash = "sha256:8f00e3eb43ba30eb1b238ee03a8a62309486d1321eda3328bb611e0340033ad8", size = 2120063, upload-time = "2026-05-24T19:50:11.08Z" }, + { url = "https://files.pythonhosted.org/packages/7f/a0/fe92bb9817863bc13ba093bda931979a26cc2ca69f8e8f26d07add3d7c6f/sqlalchemy-2.0.50-cp314-cp314-win_amd64.whl", hash = "sha256:15708c613cd5005b7dffe1f66ee6a63ee8f5e46799f71c70ebad74178c676a39", size = 2145830, upload-time = "2026-05-24T19:50:12.452Z" }, + { url = "https://files.pythonhosted.org/packages/cc/ff/e5640a98a0b2f491eb8fde10fb6c773621a2e44340de231fafcc9370f4a9/sqlalchemy-2.0.50-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:3699dac4be410e97049a1658e9480da9cde956594aa0f3aebc60b88f21c5ba70", size = 2178435, upload-time = "2026-05-24T19:42:58.889Z" }, + { url = "https://files.pythonhosted.org/packages/b7/85/337116e186f1236375b5fb70c21cfac98e8e8ab0d3a47be838dc47a59e08/sqlalchemy-2.0.50-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:f96233858e3df43932ac11589e22520da6e8aeb624b03fedfeebb0e8ea213086", size = 3566059, upload-time = "2026-05-24T20:01:20.848Z" }, + { url = "https://files.pythonhosted.org/packages/96/34/bb0e190e161c3c2c24314a65add57218be14a4a9486886b7f5047c1ff7c8/sqlalchemy-2.0.50-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:c4e70c46fad30c3bcc6a4708bc0130a3173e11a5b25f0ea4a9d8911b450f1f52", size = 3535366, upload-time = "2026-05-24T20:03:56.768Z" }, + { url = "https://files.pythonhosted.org/packages/df/5a/a7f759f97e4fd499c5d4e4488c760d5a7fbecf3028b465a04274fcd52384/sqlalchemy-2.0.50-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:1918a3cf564d16d95bca7301005f41ab2ad50b07cd3b9da50d3ed986db148d6a", size = 3474879, upload-time = "2026-05-24T20:01:23.058Z" }, + { url = "https://files.pythonhosted.org/packages/9d/d9/2907ea38eb60687d297bf9c39e5ee58053c87b57fe8a9cae97090cecbf10/sqlalchemy-2.0.50-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:b00098cdbdbd38c7be3d568b0c9c3122b8c0ec62b911b57cd5e6e0254d60a76d", size = 3486117, upload-time = "2026-05-24T20:03:59.052Z" }, + { url = "https://files.pythonhosted.org/packages/f2/e3/5aa06f167559f8c0bdae487e297d23ba548150ab016a3418265d617a4985/sqlalchemy-2.0.50-cp314-cp314t-win32.whl", hash = "sha256:1fbd55a969d7ac44a98e3dec75016074f809fa08f871585ace58dde110d1bf3e", size = 2150823, upload-time = "2026-05-24T20:08:58.644Z" }, + { url = "https://files.pythonhosted.org/packages/65/9b/112fb8f977582d7489d036e409e3723948bcf5320b3ac465f3c481bbe8f9/sqlalchemy-2.0.50-cp314-cp314t-win_amd64.whl", hash = "sha256:c5c3cdb753a9004183e1ccb634b41611654c989e61bc68617ce878e46d6f1e51", size = 2185794, upload-time = "2026-05-24T20:09:00.319Z" }, + { url = "https://files.pythonhosted.org/packages/d0/10/f7220e9b784d295d241c86ed99aeb537f92afcd469a64861f2717e9bb077/sqlalchemy-2.0.50-py3-none-any.whl", hash = "sha256:92064363517a3ff8212b5a93b8c62876579d8dfd1ca5b561335f30152d884fa9", size = 1943861, upload-time = "2026-05-24T19:59:01.119Z" }, +] + +[package.optional-dependencies] +asyncio = [ + { name = "greenlet" }, +] + +[[package]] +name = "starlette" +version = "1.1.0" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "anyio" }, + { name = "typing-extensions", marker = "python_full_version < '3.13'" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/95/66/4d20cdf39a8d6a51e663b7038e3b828ff211d3891a43a713fe7e4643f3a8/starlette-1.1.0.tar.gz", hash = "sha256:e83c7fe0ddecd8719c5b840080325aec0260acec86e9832899e377b91d65e90f", size = 2660060, upload-time = "2026-05-23T16:55:41.376Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/93/79/920b8e0a8b20f793e8d64855095cb8febabf6175b8550b6f7a547d813891/starlette-1.1.0-py3-none-any.whl", hash = "sha256:7f0dfd38e428aad5cb6f9f667f0ca1d2d8ca3f3385dccac8305f79ec98458382", size = 72899, upload-time = "2026-05-23T16:55:39.201Z" }, +] + +[[package]] +name = "structlog" +version = "25.5.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/ef/52/9ba0f43b686e7f3ddfeaa78ac3af750292662284b3661e91ad5494f21dbc/structlog-25.5.0.tar.gz", hash = "sha256:098522a3bebed9153d4570c6d0288abf80a031dfdb2048d59a49e9dc2190fc98", size = 1460830, upload-time = "2025-10-27T08:28:23.028Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/a8/45/a132b9074aa18e799b891b91ad72133c98d8042c70f6240e4c5f9dabee2f/structlog-25.5.0-py3-none-any.whl", hash = "sha256:a8453e9b9e636ec59bd9e79bbd4a72f025981b3ba0f5837aebf48f02f37a7f9f", size = 72510, upload-time = "2025-10-27T08:28:21.535Z" }, +] + +[[package]] +name = "tomli" +version = "2.4.1" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/22/de/48c59722572767841493b26183a0d1cc411d54fd759c5607c4590b6563a6/tomli-2.4.1.tar.gz", hash = "sha256:7c7e1a961a0b2f2472c1ac5b69affa0ae1132c39adcb67aba98568702b9cc23f", size = 17543, upload-time = "2026-03-25T20:22:03.828Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/f4/11/db3d5885d8528263d8adc260bb2d28ebf1270b96e98f0e0268d32b8d9900/tomli-2.4.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:f8f0fc26ec2cc2b965b7a3b87cd19c5c6b8c5e5f436b984e85f486d652285c30", size = 154704, upload-time = "2026-03-25T20:21:10.473Z" }, + { url = "https://files.pythonhosted.org/packages/6d/f7/675db52c7e46064a9aa928885a9b20f4124ecb9bc2e1ce74c9106648d202/tomli-2.4.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:4ab97e64ccda8756376892c53a72bd1f964e519c77236368527f758fbc36a53a", size = 149454, upload-time = "2026-03-25T20:21:12.036Z" }, + { url = "https://files.pythonhosted.org/packages/61/71/81c50943cf953efa35bce7646caab3cf457a7d8c030b27cfb40d7235f9ee/tomli-2.4.1-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:96481a5786729fd470164b47cdb3e0e58062a496f455ee41b4403be77cb5a076", size = 237561, upload-time = "2026-03-25T20:21:13.098Z" }, + { url = "https://files.pythonhosted.org/packages/48/c1/f41d9cb618acccca7df82aaf682f9b49013c9397212cb9f53219e3abac37/tomli-2.4.1-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:5a881ab208c0baf688221f8cecc5401bd291d67e38a1ac884d6736cbcd8247e9", size = 243824, upload-time = "2026-03-25T20:21:14.569Z" }, + { url = "https://files.pythonhosted.org/packages/22/e4/5a816ecdd1f8ca51fb756ef684b90f2780afc52fc67f987e3c61d800a46d/tomli-2.4.1-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:47149d5bd38761ac8be13a84864bf0b7b70bc051806bc3669ab1cbc56216b23c", size = 242227, upload-time = "2026-03-25T20:21:15.712Z" }, + { url = "https://files.pythonhosted.org/packages/6b/49/2b2a0ef529aa6eec245d25f0c703e020a73955ad7edf73e7f54ddc608aa5/tomli-2.4.1-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:ec9bfaf3ad2df51ace80688143a6a4ebc09a248f6ff781a9945e51937008fcbc", size = 247859, upload-time = "2026-03-25T20:21:17.001Z" }, + { url = "https://files.pythonhosted.org/packages/83/bd/6c1a630eaca337e1e78c5903104f831bda934c426f9231429396ce3c3467/tomli-2.4.1-cp311-cp311-win32.whl", hash = "sha256:ff2983983d34813c1aeb0fa89091e76c3a22889ee83ab27c5eeb45100560c049", size = 97204, upload-time = "2026-03-25T20:21:18.079Z" }, + { url = "https://files.pythonhosted.org/packages/42/59/71461df1a885647e10b6bb7802d0b8e66480c61f3f43079e0dcd315b3954/tomli-2.4.1-cp311-cp311-win_amd64.whl", hash = "sha256:5ee18d9ebdb417e384b58fe414e8d6af9f4e7a0ae761519fb50f721de398dd4e", size = 108084, upload-time = "2026-03-25T20:21:18.978Z" }, + { url = "https://files.pythonhosted.org/packages/b8/83/dceca96142499c069475b790e7913b1044c1a4337e700751f48ed723f883/tomli-2.4.1-cp311-cp311-win_arm64.whl", hash = "sha256:c2541745709bad0264b7d4705ad453b76ccd191e64aa6f0fc66b69a293a45ece", size = 95285, upload-time = "2026-03-25T20:21:20.309Z" }, + { url = "https://files.pythonhosted.org/packages/c1/ba/42f134a3fe2b370f555f44b1d72feebb94debcab01676bf918d0cb70e9aa/tomli-2.4.1-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:c742f741d58a28940ce01d58f0ab2ea3ced8b12402f162f4d534dfe18ba1cd6a", size = 155924, upload-time = "2026-03-25T20:21:21.626Z" }, + { url = "https://files.pythonhosted.org/packages/dc/c7/62d7a17c26487ade21c5422b646110f2162f1fcc95980ef7f63e73c68f14/tomli-2.4.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:7f86fd587c4ed9dd76f318225e7d9b29cfc5a9d43de44e5754db8d1128487085", size = 150018, upload-time = "2026-03-25T20:21:23.002Z" }, + { url = "https://files.pythonhosted.org/packages/5c/05/79d13d7c15f13bdef410bdd49a6485b1c37d28968314eabee452c22a7fda/tomli-2.4.1-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:ff18e6a727ee0ab0388507b89d1bc6a22b138d1e2fa56d1ad494586d61d2eae9", size = 244948, upload-time = "2026-03-25T20:21:24.04Z" }, + { url = "https://files.pythonhosted.org/packages/10/90/d62ce007a1c80d0b2c93e02cab211224756240884751b94ca72df8a875ca/tomli-2.4.1-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:136443dbd7e1dee43c68ac2694fde36b2849865fa258d39bf822c10e8068eac5", size = 253341, upload-time = "2026-03-25T20:21:25.177Z" }, + { url = "https://files.pythonhosted.org/packages/1a/7e/caf6496d60152ad4ed09282c1885cca4eea150bfd007da84aea07bcc0a3e/tomli-2.4.1-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:5e262d41726bc187e69af7825504c933b6794dc3fbd5945e41a79bb14c31f585", size = 248159, upload-time = "2026-03-25T20:21:26.364Z" }, + { url = "https://files.pythonhosted.org/packages/99/e7/c6f69c3120de34bbd882c6fba7975f3d7a746e9218e56ab46a1bc4b42552/tomli-2.4.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:5cb41aa38891e073ee49d55fbc7839cfdb2bc0e600add13874d048c94aadddd1", size = 253290, upload-time = "2026-03-25T20:21:27.46Z" }, + { url = "https://files.pythonhosted.org/packages/d6/2f/4a3c322f22c5c66c4b836ec58211641a4067364f5dcdd7b974b4c5da300c/tomli-2.4.1-cp312-cp312-win32.whl", hash = "sha256:da25dc3563bff5965356133435b757a795a17b17d01dbc0f42fb32447ddfd917", size = 98141, upload-time = "2026-03-25T20:21:28.492Z" }, + { url = "https://files.pythonhosted.org/packages/24/22/4daacd05391b92c55759d55eaee21e1dfaea86ce5c571f10083360adf534/tomli-2.4.1-cp312-cp312-win_amd64.whl", hash = "sha256:52c8ef851d9a240f11a88c003eacb03c31fc1c9c4ec64a99a0f922b93874fda9", size = 108847, upload-time = "2026-03-25T20:21:29.386Z" }, + { url = "https://files.pythonhosted.org/packages/68/fd/70e768887666ddd9e9f5d85129e84910f2db2796f9096aa02b721a53098d/tomli-2.4.1-cp312-cp312-win_arm64.whl", hash = "sha256:f758f1b9299d059cc3f6546ae2af89670cb1c4d48ea29c3cacc4fe7de3058257", size = 95088, upload-time = "2026-03-25T20:21:30.677Z" }, + { url = "https://files.pythonhosted.org/packages/07/06/b823a7e818c756d9a7123ba2cda7d07bc2dd32835648d1a7b7b7a05d848d/tomli-2.4.1-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:36d2bd2ad5fb9eaddba5226aa02c8ec3fa4f192631e347b3ed28186d43be6b54", size = 155866, upload-time = "2026-03-25T20:21:31.65Z" }, + { url = "https://files.pythonhosted.org/packages/14/6f/12645cf7f08e1a20c7eb8c297c6f11d31c1b50f316a7e7e1e1de6e2e7b7e/tomli-2.4.1-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:eb0dc4e38e6a1fd579e5d50369aa2e10acfc9cace504579b2faabb478e76941a", size = 149887, upload-time = "2026-03-25T20:21:33.028Z" }, + { url = "https://files.pythonhosted.org/packages/5c/e0/90637574e5e7212c09099c67ad349b04ec4d6020324539297b634a0192b0/tomli-2.4.1-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:c7f2c7f2b9ca6bdeef8f0fa897f8e05085923eb091721675170254cbc5b02897", size = 243704, upload-time = "2026-03-25T20:21:34.51Z" }, + { url = "https://files.pythonhosted.org/packages/10/8f/d3ddb16c5a4befdf31a23307f72828686ab2096f068eaf56631e136c1fdd/tomli-2.4.1-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:f3c6818a1a86dd6dca7ddcaaf76947d5ba31aecc28cb1b67009a5877c9a64f3f", size = 251628, upload-time = "2026-03-25T20:21:36.012Z" }, + { url = "https://files.pythonhosted.org/packages/e3/f1/dbeeb9116715abee2485bf0a12d07a8f31af94d71608c171c45f64c0469d/tomli-2.4.1-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:d312ef37c91508b0ab2cee7da26ec0b3ed2f03ce12bd87a588d771ae15dcf82d", size = 247180, upload-time = "2026-03-25T20:21:37.136Z" }, + { url = "https://files.pythonhosted.org/packages/d3/74/16336ffd19ed4da28a70959f92f506233bd7cfc2332b20bdb01591e8b1d1/tomli-2.4.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:51529d40e3ca50046d7606fa99ce3956a617f9b36380da3b7f0dd3dd28e68cb5", size = 251674, upload-time = "2026-03-25T20:21:38.298Z" }, + { url = "https://files.pythonhosted.org/packages/16/f9/229fa3434c590ddf6c0aa9af64d3af4b752540686cace29e6281e3458469/tomli-2.4.1-cp313-cp313-win32.whl", hash = "sha256:2190f2e9dd7508d2a90ded5ed369255980a1bcdd58e52f7fe24b8162bf9fedbd", size = 97976, upload-time = "2026-03-25T20:21:39.316Z" }, + { url = "https://files.pythonhosted.org/packages/6a/1e/71dfd96bcc1c775420cb8befe7a9d35f2e5b1309798f009dca17b7708c1e/tomli-2.4.1-cp313-cp313-win_amd64.whl", hash = "sha256:8d65a2fbf9d2f8352685bc1364177ee3923d6baf5e7f43ea4959d7d8bc326a36", size = 108755, upload-time = "2026-03-25T20:21:40.248Z" }, + { url = "https://files.pythonhosted.org/packages/83/7a/d34f422a021d62420b78f5c538e5b102f62bea616d1d75a13f0a88acb04a/tomli-2.4.1-cp313-cp313-win_arm64.whl", hash = "sha256:4b605484e43cdc43f0954ddae319fb75f04cc10dd80d830540060ee7cd0243cd", size = 95265, upload-time = "2026-03-25T20:21:41.219Z" }, + { url = "https://files.pythonhosted.org/packages/3c/fb/9a5c8d27dbab540869f7c1f8eb0abb3244189ce780ba9cd73f3770662072/tomli-2.4.1-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:fd0409a3653af6c147209d267a0e4243f0ae46b011aa978b1080359fddc9b6cf", size = 155726, upload-time = "2026-03-25T20:21:42.23Z" }, + { url = "https://files.pythonhosted.org/packages/62/05/d2f816630cc771ad836af54f5001f47a6f611d2d39535364f148b6a92d6b/tomli-2.4.1-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:a120733b01c45e9a0c34aeef92bf0cf1d56cfe81ed9d47d562f9ed591a9828ac", size = 149859, upload-time = "2026-03-25T20:21:43.386Z" }, + { url = "https://files.pythonhosted.org/packages/ce/48/66341bdb858ad9bd0ceab5a86f90eddab127cf8b046418009f2125630ecb/tomli-2.4.1-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:559db847dc486944896521f68d8190be1c9e719fced785720d2216fe7022b662", size = 244713, upload-time = "2026-03-25T20:21:44.474Z" }, + { url = "https://files.pythonhosted.org/packages/df/6d/c5fad00d82b3c7a3ab6189bd4b10e60466f22cfe8a08a9394185c8a8111c/tomli-2.4.1-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:01f520d4f53ef97964a240a035ec2a869fe1a37dde002b57ebc4417a27ccd853", size = 252084, upload-time = "2026-03-25T20:21:45.62Z" }, + { url = "https://files.pythonhosted.org/packages/00/71/3a69e86f3eafe8c7a59d008d245888051005bd657760e96d5fbfb0b740c2/tomli-2.4.1-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:7f94b27a62cfad8496c8d2513e1a222dd446f095fca8987fceef261225538a15", size = 247973, upload-time = "2026-03-25T20:21:46.937Z" }, + { url = "https://files.pythonhosted.org/packages/67/50/361e986652847fec4bd5e4a0208752fbe64689c603c7ae5ea7cb16b1c0ca/tomli-2.4.1-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:ede3e6487c5ef5d28634ba3f31f989030ad6af71edfb0055cbbd14189ff240ba", size = 256223, upload-time = "2026-03-25T20:21:48.467Z" }, + { url = "https://files.pythonhosted.org/packages/8c/9a/b4173689a9203472e5467217e0154b00e260621caa227b6fa01feab16998/tomli-2.4.1-cp314-cp314-win32.whl", hash = "sha256:3d48a93ee1c9b79c04bb38772ee1b64dcf18ff43085896ea460ca8dec96f35f6", size = 98973, upload-time = "2026-03-25T20:21:49.526Z" }, + { url = "https://files.pythonhosted.org/packages/14/58/640ac93bf230cd27d002462c9af0d837779f8773bc03dee06b5835208214/tomli-2.4.1-cp314-cp314-win_amd64.whl", hash = "sha256:88dceee75c2c63af144e456745e10101eb67361050196b0b6af5d717254dddf7", size = 109082, upload-time = "2026-03-25T20:21:50.506Z" }, + { url = "https://files.pythonhosted.org/packages/d5/2f/702d5e05b227401c1068f0d386d79a589bb12bf64c3d2c72ce0631e3bc49/tomli-2.4.1-cp314-cp314-win_arm64.whl", hash = "sha256:b8c198f8c1805dc42708689ed6864951fd2494f924149d3e4bce7710f8eb5232", size = 96490, upload-time = "2026-03-25T20:21:51.474Z" }, + { url = "https://files.pythonhosted.org/packages/45/4b/b877b05c8ba62927d9865dd980e34a755de541eb65fffba52b4cc495d4d2/tomli-2.4.1-cp314-cp314t-macosx_10_15_x86_64.whl", hash = "sha256:d4d8fe59808a54658fcc0160ecfb1b30f9089906c50b23bcb4c69eddc19ec2b4", size = 164263, upload-time = "2026-03-25T20:21:52.543Z" }, + { url = "https://files.pythonhosted.org/packages/24/79/6ab420d37a270b89f7195dec5448f79400d9e9c1826df982f3f8e97b24fd/tomli-2.4.1-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:7008df2e7655c495dd12d2a4ad038ff878d4ca4b81fccaf82b714e07eae4402c", size = 160736, upload-time = "2026-03-25T20:21:53.674Z" }, + { url = "https://files.pythonhosted.org/packages/02/e0/3630057d8eb170310785723ed5adcdfb7d50cb7e6455f85ba8a3deed642b/tomli-2.4.1-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:1d8591993e228b0c930c4bb0db464bdad97b3289fb981255d6c9a41aedc84b2d", size = 270717, upload-time = "2026-03-25T20:21:55.129Z" }, + { url = "https://files.pythonhosted.org/packages/7a/b4/1613716072e544d1a7891f548d8f9ec6ce2faf42ca65acae01d76ea06bb0/tomli-2.4.1-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:734e20b57ba95624ecf1841e72b53f6e186355e216e5412de414e3c51e5e3c41", size = 278461, upload-time = "2026-03-25T20:21:56.228Z" }, + { url = "https://files.pythonhosted.org/packages/05/38/30f541baf6a3f6df77b3df16b01ba319221389e2da59427e221ef417ac0c/tomli-2.4.1-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:8a650c2dbafa08d42e51ba0b62740dae4ecb9338eefa093aa5c78ceb546fcd5c", size = 274855, upload-time = "2026-03-25T20:21:57.653Z" }, + { url = "https://files.pythonhosted.org/packages/77/a3/ec9dd4fd2c38e98de34223b995a3b34813e6bdadf86c75314c928350ed14/tomli-2.4.1-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:504aa796fe0569bb43171066009ead363de03675276d2d121ac1a4572397870f", size = 283144, upload-time = "2026-03-25T20:21:59.089Z" }, + { url = "https://files.pythonhosted.org/packages/ef/be/605a6261cac79fba2ec0c9827e986e00323a1945700969b8ee0b30d85453/tomli-2.4.1-cp314-cp314t-win32.whl", hash = "sha256:b1d22e6e9387bf4739fbe23bfa80e93f6b0373a7f1b96c6227c32bef95a4d7a8", size = 108683, upload-time = "2026-03-25T20:22:00.214Z" }, + { url = "https://files.pythonhosted.org/packages/12/64/da524626d3b9cc40c168a13da8335fe1c51be12c0a63685cc6db7308daae/tomli-2.4.1-cp314-cp314t-win_amd64.whl", hash = "sha256:2c1c351919aca02858f740c6d33adea0c5deea37f9ecca1cc1ef9e884a619d26", size = 121196, upload-time = "2026-03-25T20:22:01.169Z" }, + { url = "https://files.pythonhosted.org/packages/5a/cd/e80b62269fc78fc36c9af5a6b89c835baa8af28ff5ad28c7028d60860320/tomli-2.4.1-cp314-cp314t-win_arm64.whl", hash = "sha256:eab21f45c7f66c13f2a9e0e1535309cee140182a9cdae1e041d02e47291e8396", size = 100393, upload-time = "2026-03-25T20:22:02.137Z" }, + { url = "https://files.pythonhosted.org/packages/7b/61/cceae43728b7de99d9b847560c262873a1f6c98202171fd5ed62640b494b/tomli-2.4.1-py3-none-any.whl", hash = "sha256:0d85819802132122da43cb86656f8d1f8c6587d54ae7dcaf30e90533028b49fe", size = 14583, upload-time = "2026-03-25T20:22:03.012Z" }, +] + +[[package]] +name = "typing-extensions" +version = "4.15.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/72/94/1a15dd82efb362ac84269196e94cf00f187f7ed21c242792a923cdb1c61f/typing_extensions-4.15.0.tar.gz", hash = "sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466", size = 109391, upload-time = "2025-08-25T13:49:26.313Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/18/67/36e9267722cc04a6b9f15c7f3441c2363321a3ea07da7ae0c0707beb2a9c/typing_extensions-4.15.0-py3-none-any.whl", hash = "sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548", size = 44614, upload-time = "2025-08-25T13:49:24.86Z" }, +] + +[[package]] +name = "typing-inspection" +version = "0.4.2" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "typing-extensions" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/55/e3/70399cb7dd41c10ac53367ae42139cf4b1ca5f36bb3dc6c9d33acdb43655/typing_inspection-0.4.2.tar.gz", hash = "sha256:ba561c48a67c5958007083d386c3295464928b01faa735ab8547c5692e87f464", size = 75949, upload-time = "2025-10-01T02:14:41.687Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/dc/9b/47798a6c91d8bdb567fe2698fe81e0c6b7cb7ef4d13da4114b41d239f65d/typing_inspection-0.4.2-py3-none-any.whl", hash = "sha256:4ed1cacbdc298c220f1bd249ed5287caa16f34d44ef4e9c3d0cbad5b521545e7", size = 14611, upload-time = "2025-10-01T02:14:40.154Z" }, +] + +[[package]] +name = "uvicorn" +version = "0.48.0" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "click" }, + { name = "h11" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/e6/bf/f6544ba992ddb9a6077343a576f9844f7f8f06ab819aefd00206e9255f18/uvicorn-0.48.0.tar.gz", hash = "sha256:a5504207195d08c2511bf9125ede5ac4a4b71725d519e758d01dcf0bc2d31c37", size = 91074, upload-time = "2026-05-24T12:08:41.925Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/01/be/72532be3da7acc5fdfbccdb95215cd04f995a0886532a5b423f929cda4cc/uvicorn-0.48.0-py3-none-any.whl", hash = "sha256:48097851328b87ec36117d3d575234519eb58c2b22d79666e9bbc6c49a761dad", size = 71410, upload-time = "2026-05-24T12:08:40.258Z" }, +] + +[package.optional-dependencies] +standard = [ + { name = "colorama", marker = "sys_platform == 'win32'" }, + { name = "httptools" }, + { name = "python-dotenv" }, + { name = "pyyaml" }, + { name = "uvloop", marker = "platform_python_implementation != 'PyPy' and sys_platform != 'cygwin' and sys_platform != 'win32'" }, + { name = "watchfiles" }, + { name = "websockets" }, +] + +[[package]] +name = "uvloop" +version = "0.22.1" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/06/f0/18d39dbd1971d6d62c4629cc7fa67f74821b0dc1f5a77af43719de7936a7/uvloop-0.22.1.tar.gz", hash = "sha256:6c84bae345b9147082b17371e3dd5d42775bddce91f885499017f4607fdaf39f", size = 2443250, upload-time = "2025-10-16T22:17:19.342Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/c7/d5/69900f7883235562f1f50d8184bb7dd84a2fb61e9ec63f3782546fdbd057/uvloop-0.22.1-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:c60ebcd36f7b240b30788554b6f0782454826a0ed765d8430652621b5de674b9", size = 1352420, upload-time = "2025-10-16T22:16:21.187Z" }, + { url = "https://files.pythonhosted.org/packages/a8/73/c4e271b3bce59724e291465cc936c37758886a4868787da0278b3b56b905/uvloop-0.22.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:3b7f102bf3cb1995cfeaee9321105e8f5da76fdb104cdad8986f85461a1b7b77", size = 748677, upload-time = "2025-10-16T22:16:22.558Z" }, + { url = "https://files.pythonhosted.org/packages/86/94/9fb7fad2f824d25f8ecac0d70b94d0d48107ad5ece03769a9c543444f78a/uvloop-0.22.1-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:53c85520781d84a4b8b230e24a5af5b0778efdb39142b424990ff1ef7c48ba21", size = 3753819, upload-time = "2025-10-16T22:16:23.903Z" }, + { url = "https://files.pythonhosted.org/packages/74/4f/256aca690709e9b008b7108bc85fba619a2bc37c6d80743d18abad16ee09/uvloop-0.22.1-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:56a2d1fae65fd82197cb8c53c367310b3eabe1bbb9fb5a04d28e3e3520e4f702", size = 3804529, upload-time = "2025-10-16T22:16:25.246Z" }, + { url = "https://files.pythonhosted.org/packages/7f/74/03c05ae4737e871923d21a76fe28b6aad57f5c03b6e6bfcfa5ad616013e4/uvloop-0.22.1-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:40631b049d5972c6755b06d0bfe8233b1bd9a8a6392d9d1c45c10b6f9e9b2733", size = 3621267, upload-time = "2025-10-16T22:16:26.819Z" }, + { url = "https://files.pythonhosted.org/packages/75/be/f8e590fe61d18b4a92070905497aec4c0e64ae1761498cad09023f3f4b3e/uvloop-0.22.1-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:535cc37b3a04f6cd2c1ef65fa1d370c9a35b6695df735fcff5427323f2cd5473", size = 3723105, upload-time = "2025-10-16T22:16:28.252Z" }, + { url = "https://files.pythonhosted.org/packages/3d/ff/7f72e8170be527b4977b033239a83a68d5c881cc4775fca255c677f7ac5d/uvloop-0.22.1-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:fe94b4564e865d968414598eea1a6de60adba0c040ba4ed05ac1300de402cd42", size = 1359936, upload-time = "2025-10-16T22:16:29.436Z" }, + { url = "https://files.pythonhosted.org/packages/c3/c6/e5d433f88fd54d81ef4be58b2b7b0cea13c442454a1db703a1eea0db1a59/uvloop-0.22.1-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:51eb9bd88391483410daad430813d982010f9c9c89512321f5b60e2cddbdddd6", size = 752769, upload-time = "2025-10-16T22:16:30.493Z" }, + { url = "https://files.pythonhosted.org/packages/24/68/a6ac446820273e71aa762fa21cdcc09861edd3536ff47c5cd3b7afb10eeb/uvloop-0.22.1-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:700e674a166ca5778255e0e1dc4e9d79ab2acc57b9171b79e65feba7184b3370", size = 4317413, upload-time = "2025-10-16T22:16:31.644Z" }, + { url = "https://files.pythonhosted.org/packages/5f/6f/e62b4dfc7ad6518e7eff2516f680d02a0f6eb62c0c212e152ca708a0085e/uvloop-0.22.1-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:7b5b1ac819a3f946d3b2ee07f09149578ae76066d70b44df3fa990add49a82e4", size = 4426307, upload-time = "2025-10-16T22:16:32.917Z" }, + { url = "https://files.pythonhosted.org/packages/90/60/97362554ac21e20e81bcef1150cb2a7e4ffdaf8ea1e5b2e8bf7a053caa18/uvloop-0.22.1-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:e047cc068570bac9866237739607d1313b9253c3051ad84738cbb095be0537b2", size = 4131970, upload-time = "2025-10-16T22:16:34.015Z" }, + { url = "https://files.pythonhosted.org/packages/99/39/6b3f7d234ba3964c428a6e40006340f53ba37993f46ed6e111c6e9141d18/uvloop-0.22.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:512fec6815e2dd45161054592441ef76c830eddaad55c8aa30952e6fe1ed07c0", size = 4296343, upload-time = "2025-10-16T22:16:35.149Z" }, + { url = "https://files.pythonhosted.org/packages/89/8c/182a2a593195bfd39842ea68ebc084e20c850806117213f5a299dfc513d9/uvloop-0.22.1-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:561577354eb94200d75aca23fbde86ee11be36b00e52a4eaf8f50fb0c86b7705", size = 1358611, upload-time = "2025-10-16T22:16:36.833Z" }, + { url = "https://files.pythonhosted.org/packages/d2/14/e301ee96a6dc95224b6f1162cd3312f6d1217be3907b79173b06785f2fe7/uvloop-0.22.1-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:1cdf5192ab3e674ca26da2eada35b288d2fa49fdd0f357a19f0e7c4e7d5077c8", size = 751811, upload-time = "2025-10-16T22:16:38.275Z" }, + { url = "https://files.pythonhosted.org/packages/b7/02/654426ce265ac19e2980bfd9ea6590ca96a56f10c76e63801a2df01c0486/uvloop-0.22.1-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:6e2ea3d6190a2968f4a14a23019d3b16870dd2190cd69c8180f7c632d21de68d", size = 4288562, upload-time = "2025-10-16T22:16:39.375Z" }, + { url = "https://files.pythonhosted.org/packages/15/c0/0be24758891ef825f2065cd5db8741aaddabe3e248ee6acc5e8a80f04005/uvloop-0.22.1-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:0530a5fbad9c9e4ee3f2b33b148c6a64d47bbad8000ea63704fa8260f4cf728e", size = 4366890, upload-time = "2025-10-16T22:16:40.547Z" }, + { url = "https://files.pythonhosted.org/packages/d2/53/8369e5219a5855869bcee5f4d317f6da0e2c669aecf0ef7d371e3d084449/uvloop-0.22.1-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:bc5ef13bbc10b5335792360623cc378d52d7e62c2de64660616478c32cd0598e", size = 4119472, upload-time = "2025-10-16T22:16:41.694Z" }, + { url = "https://files.pythonhosted.org/packages/f8/ba/d69adbe699b768f6b29a5eec7b47dd610bd17a69de51b251126a801369ea/uvloop-0.22.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:1f38ec5e3f18c8a10ded09742f7fb8de0108796eb673f30ce7762ce1b8550cad", size = 4239051, upload-time = "2025-10-16T22:16:43.224Z" }, + { url = "https://files.pythonhosted.org/packages/90/cd/b62bdeaa429758aee8de8b00ac0dd26593a9de93d302bff3d21439e9791d/uvloop-0.22.1-cp314-cp314-macosx_10_13_universal2.whl", hash = "sha256:3879b88423ec7e97cd4eba2a443aa26ed4e59b45e6b76aabf13fe2f27023a142", size = 1362067, upload-time = "2025-10-16T22:16:44.503Z" }, + { url = "https://files.pythonhosted.org/packages/0d/f8/a132124dfda0777e489ca86732e85e69afcd1ff7686647000050ba670689/uvloop-0.22.1-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:4baa86acedf1d62115c1dc6ad1e17134476688f08c6efd8a2ab076e815665c74", size = 752423, upload-time = "2025-10-16T22:16:45.968Z" }, + { url = "https://files.pythonhosted.org/packages/a3/94/94af78c156f88da4b3a733773ad5ba0b164393e357cc4bd0ab2e2677a7d6/uvloop-0.22.1-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:297c27d8003520596236bdb2335e6b3f649480bd09e00d1e3a99144b691d2a35", size = 4272437, upload-time = "2025-10-16T22:16:47.451Z" }, + { url = "https://files.pythonhosted.org/packages/b5/35/60249e9fd07b32c665192cec7af29e06c7cd96fa1d08b84f012a56a0b38e/uvloop-0.22.1-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:c1955d5a1dd43198244d47664a5858082a3239766a839b2102a269aaff7a4e25", size = 4292101, upload-time = "2025-10-16T22:16:49.318Z" }, + { url = "https://files.pythonhosted.org/packages/02/62/67d382dfcb25d0a98ce73c11ed1a6fba5037a1a1d533dcbb7cab033a2636/uvloop-0.22.1-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:b31dc2fccbd42adc73bc4e7cdbae4fc5086cf378979e53ca5d0301838c5682c6", size = 4114158, upload-time = "2025-10-16T22:16:50.517Z" }, + { url = "https://files.pythonhosted.org/packages/f0/7a/f1171b4a882a5d13c8b7576f348acfe6074d72eaf52cccef752f748d4a9f/uvloop-0.22.1-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:93f617675b2d03af4e72a5333ef89450dfaa5321303ede6e67ba9c9d26878079", size = 4177360, upload-time = "2025-10-16T22:16:52.646Z" }, + { url = "https://files.pythonhosted.org/packages/79/7b/b01414f31546caf0919da80ad57cbfe24c56b151d12af68cee1b04922ca8/uvloop-0.22.1-cp314-cp314t-macosx_10_13_universal2.whl", hash = "sha256:37554f70528f60cad66945b885eb01f1bb514f132d92b6eeed1c90fd54ed6289", size = 1454790, upload-time = "2025-10-16T22:16:54.355Z" }, + { url = "https://files.pythonhosted.org/packages/d4/31/0bb232318dd838cad3fa8fb0c68c8b40e1145b32025581975e18b11fab40/uvloop-0.22.1-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:b76324e2dc033a0b2f435f33eb88ff9913c156ef78e153fb210e03c13da746b3", size = 796783, upload-time = "2025-10-16T22:16:55.906Z" }, + { url = "https://files.pythonhosted.org/packages/42/38/c9b09f3271a7a723a5de69f8e237ab8e7803183131bc57c890db0b6bb872/uvloop-0.22.1-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:badb4d8e58ee08dad957002027830d5c3b06aea446a6a3744483c2b3b745345c", size = 4647548, upload-time = "2025-10-16T22:16:57.008Z" }, + { url = "https://files.pythonhosted.org/packages/c1/37/945b4ca0ac27e3dc4952642d4c900edd030b3da6c9634875af6e13ae80e5/uvloop-0.22.1-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:b91328c72635f6f9e0282e4a57da7470c7350ab1c9f48546c0f2866205349d21", size = 4467065, upload-time = "2025-10-16T22:16:58.206Z" }, + { url = "https://files.pythonhosted.org/packages/97/cc/48d232f33d60e2e2e0b42f4e73455b146b76ebe216487e862700457fbf3c/uvloop-0.22.1-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:daf620c2995d193449393d6c62131b3fbd40a63bf7b307a1527856ace637fe88", size = 4328384, upload-time = "2025-10-16T22:16:59.36Z" }, + { url = "https://files.pythonhosted.org/packages/e4/16/c1fd27e9549f3c4baf1dc9c20c456cd2f822dbf8de9f463824b0c0357e06/uvloop-0.22.1-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:6cde23eeda1a25c75b2e07d39970f3374105d5eafbaab2a4482be82f272d5a5e", size = 4296730, upload-time = "2025-10-16T22:17:00.744Z" }, +] + +[[package]] +name = "watchfiles" +version = "1.2.0" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "anyio" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/cd/41/5e1a4bb12aac5f1493fa1bdc11154eca3b258ca4eba65d39c473fe19d8e9/watchfiles-1.2.0.tar.gz", hash = "sha256:c995fba777f1ea992f090f9236e9284cf7a5d1a0130dd5a3d82c598cacd76838", size = 108252, upload-time = "2026-05-18T04:32:04.251Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/fc/3d/8024c801df84d1587740d0359e7fdd80afeae3d159011f3d5376dd82f18e/watchfiles-1.2.0-cp311-cp311-macosx_10_12_x86_64.whl", hash = "sha256:704fd259e332e01f9b9c178f4bce9e49027e5587cc2600eeeaf8e76e1c846201", size = 400242, upload-time = "2026-05-18T04:31:19.014Z" }, + { url = "https://files.pythonhosted.org/packages/87/5b/f4dfd45323e949984a3a7f9dc31d1cbb049921e7d98253488dda72ccdaa9/watchfiles-1.2.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:6543cf55d170003296d185c0af981f3e1311564907e1f4e08671fc7693a890a5", size = 394562, upload-time = "2026-05-18T04:30:08.46Z" }, + { url = "https://files.pythonhosted.org/packages/98/d8/19483ef075d601c409bce8bcbb5c0f81a10876fff870400568f08ce484a1/watchfiles-1.2.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:89d8c2394a065ca86f5d2910ff263ae67c127e1376ccc4f9fc35c71db879f80a", size = 456611, upload-time = "2026-05-18T04:30:45.723Z" }, + { url = "https://files.pythonhosted.org/packages/b1/6a/cc81fbe7ee42f2f22e661a6e12def7807e01b14b2f39e0ff83fd373fd307/watchfiles-1.2.0-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:772b80df316480d894a0e3165fdd19cf77f5d17f9a787f94029465ad0e3529d1", size = 461379, upload-time = "2026-05-18T04:31:29.292Z" }, + { url = "https://files.pythonhosted.org/packages/b1/57/7e669002082c0a0f4fb5113bb70125f7110124b846b0a11bc5ae8e90eac1/watchfiles-1.2.0-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:d158cd89df6053823533e06fb1d73c549133bff5f0396170c0e53d9559340717", size = 493556, upload-time = "2026-05-18T04:30:05.44Z" }, + { url = "https://files.pythonhosted.org/packages/45/7d/f60a2b19807b21fe8281f3a8da4f59eef0d5f96825ac4680ba2d4f2ebf91/watchfiles-1.2.0-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:d516b3283a758e087841aedb8031549fb41ced08f3db10aa6d2bf32dc042525b", size = 575255, upload-time = "2026-05-18T04:30:40.568Z" }, + { url = "https://files.pythonhosted.org/packages/bd/49/77f5b5e6efbcd57482f74948ebb1b97e5c0046d6b61475042d830c84b3ff/watchfiles-1.2.0-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:53b2290c92e0506d102cd448fbc610d87079553f86caa39d67440856a8b8bba5", size = 467052, upload-time = "2026-05-18T04:31:17.942Z" }, + { url = "https://files.pythonhosted.org/packages/ee/5a/73e2959af1b97fd5d556f9a8bdba017be23ceeef731869d5eaa0a753d5a3/watchfiles-1.2.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a711b51aec4370d0dcda5b6c09463206f133a5759341d7744b953a7b62e1100e", size = 456858, upload-time = "2026-05-18T04:30:30.182Z" }, + { url = "https://files.pythonhosted.org/packages/50/57/1bc8c27fad7e6c19bddee15d276dbb6ab72480ec01c127afff1673aee417/watchfiles-1.2.0-cp311-cp311-manylinux_2_31_riscv64.whl", hash = "sha256:e2ca07fa7d89195ec0865d3d285666286740bfa83d83e5cee204043a31ecc165", size = 467579, upload-time = "2026-05-18T04:32:15.897Z" }, + { url = "https://files.pythonhosted.org/packages/09/6c/3c2e44edba3553c5e3c3b8c8a2a6dee6b9e12ae2cf4bd2378bebf9dc3038/watchfiles-1.2.0-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:e0618518f282c4ebff60f5e5b1247b6d91bb8b9f4476947563a1e74acc66f3c6", size = 633253, upload-time = "2026-05-18T04:31:37.123Z" }, + { url = "https://files.pythonhosted.org/packages/30/c2/d8c84a882ab39bbefcc4915ab3e91830b7a7e990c5570b0b69075aba3faf/watchfiles-1.2.0-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:0d191c054d0715c3c95c99df9b8dbf6fd096d8c1e021e8f212e1bd8bc444ccb5", size = 660713, upload-time = "2026-05-18T04:31:24.62Z" }, + { url = "https://files.pythonhosted.org/packages/a9/07/f97736a5fc605364fe67b25e9fa4a6965dfd4840d50c406ada507e9d735f/watchfiles-1.2.0-cp311-cp311-win32.whl", hash = "sha256:9342472aff9b093c5acd4f6d8f70ae0937964ab56542502bcf5579782da69ae8", size = 277222, upload-time = "2026-05-18T04:31:21.131Z" }, + { url = "https://files.pythonhosted.org/packages/cf/99/2b04981977fc2608afd60360d928c6aecf6b950292ca221d98f4005f6694/watchfiles-1.2.0-cp311-cp311-win_amd64.whl", hash = "sha256:dbd6c97045dad81227c8d040173da044c1de08de64a5ea8b555da4aee1d5fa22", size = 290274, upload-time = "2026-05-18T04:31:45.966Z" }, + { url = "https://files.pythonhosted.org/packages/3c/74/f7f58a7075ee9cf612b0cfcddb78b8cd8234f0742d6f0075cf0da2dde1c6/watchfiles-1.2.0-cp311-cp311-win_arm64.whl", hash = "sha256:57a2d9fa4fb4c2ecae57b13dfff2c7ab53e21a2ba674fe9f05506680fcdcc0d7", size = 283460, upload-time = "2026-05-18T04:31:39.126Z" }, + { url = "https://files.pythonhosted.org/packages/b8/2f/e42c992d2afda3108ea1c02acecc991b9f31d05c14adc2a7cee9ee211fc4/watchfiles-1.2.0-cp312-cp312-macosx_10_12_x86_64.whl", hash = "sha256:bc13eb17538be00c874699dc0abe4ee2bc8d50bb1166a6b9e175ef3fd7eb8f26", size = 400115, upload-time = "2026-05-18T04:32:02.06Z" }, + { url = "https://files.pythonhosted.org/packages/5f/8f/6af2ea19065c91d8b0ea3516fdfc8c0d349f407e8e9fbf4e5a17360de8ad/watchfiles-1.2.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:2d95ddc1eb6914154253d239089900813f6a767e174b8e6a50e7fdacb7e4236c", size = 393659, upload-time = "2026-05-18T04:30:50.951Z" }, + { url = "https://files.pythonhosted.org/packages/13/01/b32a967c56fb3e3e5be3db52c3d3b87fa4513aa367d8ed1ad96d42952e5f/watchfiles-1.2.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:8f70d8b291ef6e88d19b1f297a6905ddb978888d9272b0d05e6f53309856bcfc", size = 453207, upload-time = "2026-05-18T04:31:04.231Z" }, + { url = "https://files.pythonhosted.org/packages/04/98/97557a812180338cb1abd32e1cffcc4588f59b5f23e0cb006b2ba95ba64a/watchfiles-1.2.0-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:56d8641cf834c2836922899105bd3ce3d0dfc69291d52edf0b4d0436829b34c0", size = 459273, upload-time = "2026-05-18T04:31:50.377Z" }, + { url = "https://files.pythonhosted.org/packages/e8/a8/b4b08dcb7653b8087c6586f7ce649505900e866bbcfe40dc9587af02e686/watchfiles-1.2.0-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:2581a94056e55d7d0a31a823ea92bf73749c489ca2285bfdc0fbe6b2bb49d50c", size = 489927, upload-time = "2026-05-18T04:31:42.485Z" }, + { url = "https://files.pythonhosted.org/packages/50/94/3dceea03545d2e5ddfd839f0ddd5e1cecbf1697b5a428d5ba11cef6af95d/watchfiles-1.2.0-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:41bc1199f7523b3f82843c88cbb979180c949caef0342cf90968f178e5d49b01", size = 570476, upload-time = "2026-05-18T04:31:03.071Z" }, + { url = "https://files.pythonhosted.org/packages/cc/f2/d39a5450c3532092b91f81d274360e613c2371bc874a89c7a1a3c5e8d138/watchfiles-1.2.0-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:7571e4464cb6e434958f867f7f730b8ab0b75e3f8e5eac0499168486ab3c33a8", size = 465650, upload-time = "2026-05-18T04:30:12.701Z" }, + { url = "https://files.pythonhosted.org/packages/22/24/ed72f68cbc1333ca9b9f2200aa048bb6658ae41709bc1caad4310f4bdffd/watchfiles-1.2.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e53a384f76b631c3ae5334ce6a52f0baa3a911eb94a4eac7f160079868b716d5", size = 456398, upload-time = "2026-05-18T04:30:13.784Z" }, + { url = "https://files.pythonhosted.org/packages/0d/64/982ef4a4e5bab5b6e5b6becc8cd5e732f6130a78b855f0abec6439a9a135/watchfiles-1.2.0-cp312-cp312-manylinux_2_31_riscv64.whl", hash = "sha256:d20029a60a71a052a24c4db7673bc4de39ab89adbaccbfb5d67987c5d73f424d", size = 465140, upload-time = "2026-05-18T04:31:52.111Z" }, + { url = "https://files.pythonhosted.org/packages/a0/0c/95282abf4ed680b6096010bcfc30c5fa7a041fc5aa5a2ad17a2cc6c75bba/watchfiles-1.2.0-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:2cb93af48550faf1cea04c303107c8b75833de7013e57ce27d3b8d21d8d0f58c", size = 630259, upload-time = "2026-05-18T04:31:25.676Z" }, + { url = "https://files.pythonhosted.org/packages/30/45/607c1de1530c4bdcf2cf1d1ecc2505ddba5d96bd43ba9f2b0e79876f850f/watchfiles-1.2.0-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:2995c176de7692b86a2e4c58d9ec718f753150a979cb4a754e2b4ffa38e70906", size = 659859, upload-time = "2026-05-18T04:30:24.333Z" }, + { url = "https://files.pythonhosted.org/packages/fa/08/d9e2e0f9e8e6791d33aefc694ad7eefa7f901f63caff84a81ded38692f9c/watchfiles-1.2.0-cp312-cp312-win32.whl", hash = "sha256:7a2cffd17d27d2ecbb310c2b1d8174f222a5495b1a721894afa88ec11e25b898", size = 275480, upload-time = "2026-05-18T04:30:31.307Z" }, + { url = "https://files.pythonhosted.org/packages/1c/e6/9d42569c0102645cc8cea5d8c7d8a1e9d4ada2cb7f05f75e554b8aa2202a/watchfiles-1.2.0-cp312-cp312-win_amd64.whl", hash = "sha256:f155b3a1b2a5fc89cdc70d47ee5d54e3b75e88efa34982028a35daef9ba00379", size = 288718, upload-time = "2026-05-18T04:32:10.745Z" }, + { url = "https://files.pythonhosted.org/packages/0a/26/88e0dc6ee3898169d7fa22bb6a69cabf2502d2ee25cb8c876d1262d204f8/watchfiles-1.2.0-cp312-cp312-win_arm64.whl", hash = "sha256:8fa585ede612ee9f9e91b18bebf9ba11b9ae29a4e3a0d0cf6fca3e382133f0d5", size = 281026, upload-time = "2026-05-18T04:30:22.23Z" }, + { url = "https://files.pythonhosted.org/packages/d1/4d/70a7feced9f87e2ff26dba42667290f41694fc64646c67261fbb8cab5d5c/watchfiles-1.2.0-cp313-cp313-macosx_10_12_x86_64.whl", hash = "sha256:01ea8d66f0693b9b60a6541c8d10263091ca9a9060d242f3c1f3143f9aad2c98", size = 399730, upload-time = "2026-05-18T04:31:38.162Z" }, + { url = "https://files.pythonhosted.org/packages/31/3a/0da302f2307aee316922806ebd5726c542cbd787c938271cf14a074c7daf/watchfiles-1.2.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:7ba0480b9a74af058f43b337e937a451e109295c420916d68ad24e3dc02f5e44", size = 392842, upload-time = "2026-05-18T04:30:27.051Z" }, + { url = "https://files.pythonhosted.org/packages/db/ef/d5bdb705c224dbc256aa0c1ec47bf4e61ec52558f2afb44a71a1fe4d7015/watchfiles-1.2.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4f34e26a19f91f710c08e0183429f0d1d15df734e6bc78c31e77b9ea9c433658", size = 452989, upload-time = "2026-05-18T04:31:11.945Z" }, + { url = "https://files.pythonhosted.org/packages/71/29/5495f2c1661949ef7a35e4d71111d129cfe7606414a26887a919d0a55406/watchfiles-1.2.0-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:b4e77f6a55f858504069abd35d336a637555c09bca453dde1ee1e5ada8a6a1fb", size = 458978, upload-time = "2026-05-18T04:30:52.606Z" }, + { url = "https://files.pythonhosted.org/packages/d5/8c/7f9c07c433811c2fffd93e13fdfb7135de9aab5f2ae41be08960fa0047dc/watchfiles-1.2.0-cp313-cp313-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:0cb4d80e212f116474a545c21c912b445f16bb0cef9e6a73a498164223e14e2f", size = 490248, upload-time = "2026-05-18T04:31:36.003Z" }, + { url = "https://files.pythonhosted.org/packages/3c/11/d93632febc52fbc21be90231bb7c17fd5387f46c9076fd40a5f9c2ae6910/watchfiles-1.2.0-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:b974946a10af379d425e2eef5b62f5c6ebeaccf91d45eaad6f5b27ecd4f91aa0", size = 571847, upload-time = "2026-05-18T04:31:10.862Z" }, + { url = "https://files.pythonhosted.org/packages/55/b4/383173e73aabb07ad1d9c7aa859d95437ac46a6d6a1e11005facda0c9d19/watchfiles-1.2.0-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:86bc13c25a8d1fcd70b51d0ce7c9b65e90de5666fcbfd3e34957cc73ee19aeb5", size = 465974, upload-time = "2026-05-18T04:30:17.006Z" }, + { url = "https://files.pythonhosted.org/packages/a7/6c/89b1a230a78f57c52dd8893adb1f92f94411721b6ec12596c56d98c74356/watchfiles-1.2.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ca148d73dea36c9763aaa351e4d7a51780ec1584217c45276f4fe8239c768b71", size = 454782, upload-time = "2026-05-18T04:30:35.656Z" }, + { url = "https://files.pythonhosted.org/packages/24/62/1732118367cfff0a9fce3bf62ff4bfded09ef5df21d9d446b858b3f70a96/watchfiles-1.2.0-cp313-cp313-manylinux_2_31_riscv64.whl", hash = "sha256:c525543d91961c6955b2636b308569e84a1d1c5f5f2932041ab9ef46422f43e3", size = 465182, upload-time = "2026-05-18T04:30:20.846Z" }, + { url = "https://files.pythonhosted.org/packages/28/96/716f7e5f51339bf22963f3345f9f27d7f3b30e2eadc597e257c881dd3c53/watchfiles-1.2.0-cp313-cp313-musllinux_1_1_aarch64.whl", hash = "sha256:a204794696ffb8f9b10fba6f7cb5216d42f3b2b71860ccac6b6e42f5f10973b0", size = 629841, upload-time = "2026-05-18T04:31:05.397Z" }, + { url = "https://files.pythonhosted.org/packages/4c/fe/c40783950fd771ccf66ab3ec2722d188a9af1c7f96c6e811f36e40c6e03f/watchfiles-1.2.0-cp313-cp313-musllinux_1_1_x86_64.whl", hash = "sha256:10d86db20695afe7997ac9e1717637d6714a8d0220458c33f3d2061f54cec427", size = 658028, upload-time = "2026-05-18T04:31:48.22Z" }, + { url = "https://files.pythonhosted.org/packages/71/72/4508db1856d1d87fcbb3b63f4839bab1b5682cb0e8d224d122263c09654a/watchfiles-1.2.0-cp313-cp313-win32.whl", hash = "sha256:eb283ee99e21ad6443c8cdb06ac5b34b1308c329cbdf03fa02b445363714c799", size = 275183, upload-time = "2026-05-18T04:30:59.57Z" }, + { url = "https://files.pythonhosted.org/packages/f9/36/14b76ca57652e5cc5fd1c11f32a261292c08a0d19a00351013c2549cbfb2/watchfiles-1.2.0-cp313-cp313-win_amd64.whl", hash = "sha256:a0f27f01bee51861392bb6b7c4fdb290b27d1eb194e9e28788d68102a0e898d9", size = 288059, upload-time = "2026-05-18T04:32:07.937Z" }, + { url = "https://files.pythonhosted.org/packages/1b/8d/0a85e395398d8d20fadfe5c5d32c726eee17a519e78fb356f2cf7531bffe/watchfiles-1.2.0-cp313-cp313-win_arm64.whl", hash = "sha256:3651aa7058595e9cfb75d35dd5ada2bf9f48a5b8a0f3562821d3e210c507e077", size = 280186, upload-time = "2026-05-18T04:31:54.484Z" }, + { url = "https://files.pythonhosted.org/packages/37/68/36db056f1fdcc5f07302f56e631774d6835bcd6fa3ace402304621d5f9e5/watchfiles-1.2.0-cp313-cp313t-macosx_10_12_x86_64.whl", hash = "sha256:faea288b6f0ab1902ef08f4ca6de005dccf856c4e0c4f21b8c5fce02d90a1b08", size = 399031, upload-time = "2026-05-18T04:30:44.576Z" }, + { url = "https://files.pythonhosted.org/packages/c1/64/01a9d6f66a82a5c101ce939274106cc72759d62427e153f01edd2b9f87c2/watchfiles-1.2.0-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:01859b11fd9fbca670f4d5da00fbac282cfea9bd67a2125d8b2833a3b5617ea9", size = 391205, upload-time = "2026-05-18T04:30:25.413Z" }, + { url = "https://files.pythonhosted.org/packages/84/2c/0a44fe058cb4bb7b8ede6b6670698bbb7c0400740e378d00022189b7b31d/watchfiles-1.2.0-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:fff610d7bb2256a317bb1e96f0d7862c7aa8076733ee5df0fd41bbe76a24a4f4", size = 451892, upload-time = "2026-05-18T04:32:14.005Z" }, + { url = "https://files.pythonhosted.org/packages/67/a1/351e0d56cd35e6488b5c8b4fb11a809a5bc923e8fe8fed9faf8920be0c89/watchfiles-1.2.0-cp313-cp313t-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:b141a4891c995a039cd89e9a49e62df1dc8a559a5d1a6e4c7106d16c12777a55", size = 458867, upload-time = "2026-05-18T04:31:22.279Z" }, + { url = "https://files.pythonhosted.org/packages/d5/7d/9d09605187f1b838998624049fcf8bf47b73c1a3b76901fcac1782f62277/watchfiles-1.2.0-cp313-cp313t-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:f22943b7770483f6ea0721c6b11d022947a98eb0acae14694de034f4d0d38925", size = 490217, upload-time = "2026-05-18T04:31:43.657Z" }, + { url = "https://files.pythonhosted.org/packages/60/5d/a17a16eccb182f04188cd308ec24b1a71a9b5c4e7098269cf35d9fa56d02/watchfiles-1.2.0-cp313-cp313t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:1bc6195825b7dcd217968bb1f801a60fd4c16e8eeab5bedc7fe917d7d5995ab4", size = 571458, upload-time = "2026-05-18T04:32:11.875Z" }, + { url = "https://files.pythonhosted.org/packages/d3/3d/4dd457062083ab1938e5dfd45032eb425cee2ac817287ca8ff4356183e5d/watchfiles-1.2.0-cp313-cp313t-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:d4a4b147f5dca2a5d325a06a832fb43f345751adfbc63204aec30e0d9ca965a2", size = 464707, upload-time = "2026-05-18T04:30:43.492Z" }, + { url = "https://files.pythonhosted.org/packages/c6/71/ea8c57b128f5383de74d0c7d2d9c57ad7c9a65a930c451bd25d524b295b7/watchfiles-1.2.0-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4543579a9bdb0c9560039b4ffddbdb39545707659fbc430ce4c10f3f68d557f9", size = 454663, upload-time = "2026-05-18T04:30:16.061Z" }, + { url = "https://files.pythonhosted.org/packages/53/fd/2e812bf938406d7db351f0703ddd3fc6c061cf30d96153a77bc79a943a44/watchfiles-1.2.0-cp313-cp313t-manylinux_2_31_riscv64.whl", hash = "sha256:20aa0e708b920bde876a4aa82dc7dd6ebea228a63a67cda6632c2fc87b787efa", size = 463537, upload-time = "2026-05-18T04:31:44.9Z" }, + { url = "https://files.pythonhosted.org/packages/86/56/d17a7f1dd1bc3035f1072694a551301272f1739c2d8e319c927cb9e29b38/watchfiles-1.2.0-cp313-cp313t-musllinux_1_1_aarch64.whl", hash = "sha256:d413349d565dab74297f2a63e84a097936be69bf8f3b3801f27f380e32040f44", size = 629194, upload-time = "2026-05-18T04:31:14.141Z" }, + { url = "https://files.pythonhosted.org/packages/be/06/f1ff66bf5cae50aa4062779a0ecd0bbaf15e466195719074078947d9a17d/watchfiles-1.2.0-cp313-cp313t-musllinux_1_1_x86_64.whl", hash = "sha256:f28b2725eb8cce327b9b3ab02415c853011dc55c95832fe90de6bc56f5315f72", size = 656194, upload-time = "2026-05-18T04:31:47.14Z" }, + { url = "https://files.pythonhosted.org/packages/e7/54/a9c7ea9a82a4ac65e7004c0a03920b5cdd2f9c3b678757d9cd425aa51d53/watchfiles-1.2.0-cp314-cp314-macosx_10_12_x86_64.whl", hash = "sha256:b8c8358484d5fa12ef34f05b7f4168eaf1932f408725ff6d023c33ec17bd79d4", size = 400205, upload-time = "2026-05-18T04:32:05.153Z" }, + { url = "https://files.pythonhosted.org/packages/aa/5d/c9ab3534374a4a67450696905d6ef16a04405448b8dc52bd752ae50423d4/watchfiles-1.2.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:9f04b092229ad2c50126dd3c922c8822e51e605993764a33058d4a791ab42281", size = 392508, upload-time = "2026-05-18T04:30:54.849Z" }, + { url = "https://files.pythonhosted.org/packages/26/ca/1ad30103535cf0cecd7b993e8d50edc5351b1820e38f2d22e3df58962feb/watchfiles-1.2.0-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:7a7ce236284f002a156f70add88efe5c70879cccbb658be0822c54b1306fc09d", size = 452448, upload-time = "2026-05-18T04:30:53.727Z" }, + { url = "https://files.pythonhosted.org/packages/37/a1/ceee2cdf2afbd715fa07758d39c9859513eae411b23196f7fd039e5feedd/watchfiles-1.2.0-cp314-cp314-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:b9909cc2b48468b575eefa944919e1fe8a36c5849d5c7c168f80a8c1db69398e", size = 459605, upload-time = "2026-05-18T04:30:23.312Z" }, + { url = "https://files.pythonhosted.org/packages/e8/f6/421e30fd1cb3907a84ed92ab3f1983e37ba2dca015e9a894a048418417a2/watchfiles-1.2.0-cp314-cp314-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:0a37faaed405c67e28e6be45a1fa4f206ef5a2860f27c237db9fa30704c38242", size = 490757, upload-time = "2026-05-18T04:30:47.358Z" }, + { url = "https://files.pythonhosted.org/packages/41/b0/55ed1b97ed08be7bba6f9a541cac15f2a858e1d74d2b07b6da70a82aab00/watchfiles-1.2.0-cp314-cp314-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:9649193aa27bd9ff2e80ff29bfaa93085496c7a3a377592823cc58b77ee88add", size = 568672, upload-time = "2026-05-18T04:30:38.915Z" }, + { url = "https://files.pythonhosted.org/packages/d1/cf/d8ae8a80dd7bafab395ea7681c10237311bbf34d37704a8c744e7cf31fc7/watchfiles-1.2.0-cp314-cp314-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:4e4ff8e37f99cf1da89e255e07c9c4b37c214038c4283707bdec308cb1b0ea1f", size = 464197, upload-time = "2026-05-18T04:30:09.914Z" }, + { url = "https://files.pythonhosted.org/packages/7c/8a/3076c496ca8dafe0e8cd03fcebdfc47be4b1174b4e5b24ff6e396e6b3af2/watchfiles-1.2.0-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:054dc20fd2e3132b4c3883b4a00d72fd6e1f56fdaf89fccd12e8057d74cd74d7", size = 453181, upload-time = "2026-05-18T04:30:14.829Z" }, + { url = "https://files.pythonhosted.org/packages/e5/10/9745e17c98e7b8a86454df0a3c7b5686bd650383f1e9f26e4ebcbd6cc0c0/watchfiles-1.2.0-cp314-cp314-manylinux_2_31_riscv64.whl", hash = "sha256:e140ed30ebde76796b686e67c182cff10ea2fbab186fafd1560f74bb5a473a6e", size = 465109, upload-time = "2026-05-18T04:30:28.123Z" }, + { url = "https://files.pythonhosted.org/packages/8f/95/8ef4a95481d3e0cb52d62a06fa6e972e81424be2d9698b91a2fecca9904c/watchfiles-1.2.0-cp314-cp314-musllinux_1_1_aarch64.whl", hash = "sha256:bb7e52ecf68ba46d22df23467b87cffeb2146908aa523ebfe803019618cfda06", size = 630653, upload-time = "2026-05-18T04:31:49.304Z" }, + { url = "https://files.pythonhosted.org/packages/fd/e4/3b3bf36b0f829b50c6ebcb8d031583863c59f923d6a6af3d485e470d0fac/watchfiles-1.2.0-cp314-cp314-musllinux_1_1_x86_64.whl", hash = "sha256:23282a321c8baf9b3a3c4afff673f9fe65eb7fdc2338d765ccad9d3d1916a5ba", size = 657838, upload-time = "2026-05-18T04:31:06.497Z" }, + { url = "https://files.pythonhosted.org/packages/21/b1/6cbbb50c1f3002ab568777d44aa21206dfb8807a840990c4037523b51812/watchfiles-1.2.0-cp314-cp314-win32.whl", hash = "sha256:c0db965c5f79aa49fe672d297cf1febc5ad149b658594944f49a54a2b96270a7", size = 275108, upload-time = "2026-05-18T04:30:06.891Z" }, + { url = "https://files.pythonhosted.org/packages/92/45/190ce6db8dcb4536682cf75d3889ff1a27182a58cb519d343cb6d9ea63d8/watchfiles-1.2.0-cp314-cp314-win_amd64.whl", hash = "sha256:71283b39fd17e5408eb123bd37aeecfd9d54c81fc184421943208aadb879d103", size = 288441, upload-time = "2026-05-18T04:32:12.901Z" }, + { url = "https://files.pythonhosted.org/packages/74/0d/3eae1c2313ab08378431d907c3f8095ecca00f3eda33111cf4f0f2591799/watchfiles-1.2.0-cp314-cp314-win_arm64.whl", hash = "sha256:c5c19526f4e54a00f2666a6c0e9e40d582c09e865055ea7378bf0009aab857b3", size = 280684, upload-time = "2026-05-18T04:31:26.902Z" }, + { url = "https://files.pythonhosted.org/packages/b1/75/fb64e6c25d6b5ca636d03df34ffb1c6e9873303e76d27967e045f8df088f/watchfiles-1.2.0-cp314-cp314t-macosx_10_12_x86_64.whl", hash = "sha256:d73a585accffa5ae39c17264c36ec3166d2fad7000c780f5ef83b2722afb9dd2", size = 398857, upload-time = "2026-05-18T04:32:17.108Z" }, + { url = "https://files.pythonhosted.org/packages/73/4e/9f7adf01754cbf81843722ccfec169d8f26c69778281a302855cecd2ee08/watchfiles-1.2.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:ae99b14c5f21e026e0e9d96f40e07d8570ebee6cafd9d8fc318354606daa7a28", size = 392413, upload-time = "2026-05-18T04:31:07.911Z" }, + { url = "https://files.pythonhosted.org/packages/47/c8/bec626bcc2d69f44b9acb24ce7d60ed7b16b73628eea747fcbd169d8edda/watchfiles-1.2.0-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4429f3b105524a10b72c3a819b091c495d2811d419c1e1e8df773a5a5974f831", size = 452409, upload-time = "2026-05-18T04:31:20.142Z" }, + { url = "https://files.pythonhosted.org/packages/00/b7/b6362068e81e7c556d155a34c35d40ac3ef42d747b06d7f6e5bf58e359c2/watchfiles-1.2.0-cp314-cp314t-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:43d818978d06062d9b22c4fab2ebe44cf5213d42dc8e62bda8c2760cfa2eeb33", size = 458827, upload-time = "2026-05-18T04:32:06.219Z" }, + { url = "https://files.pythonhosted.org/packages/67/f8/9a813fa42afb1e0b4625e75f0479826644d3ee8dc287e093799bc01f390c/watchfiles-1.2.0-cp314-cp314t-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:b9f732dc58b2dbe69e464ccf8fff7a03b0dd0be439da4c0720d3558527d3d6b4", size = 490104, upload-time = "2026-05-18T04:31:56.034Z" }, + { url = "https://files.pythonhosted.org/packages/2f/bf/27dfb6094ca4c9aad21298b5525b6c53cb36121ee454331d05161e58d130/watchfiles-1.2.0-cp314-cp314t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:8f200104103feb097de4cab8fe4f5dd18a2026934c7dea98c55a2f5fd6d5a33b", size = 571360, upload-time = "2026-05-18T04:31:57.133Z" }, + { url = "https://files.pythonhosted.org/packages/fb/39/44a096d67270ea93df91d33877dbe91fbda3aa4f8ec2edf799d93eda8736/watchfiles-1.2.0-cp314-cp314t-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:63ac26eefbf4af1741247d6fb68b11c49a25b2f7413fbd318a83a12aaa9cf666", size = 464644, upload-time = "2026-05-18T04:30:57.33Z" }, + { url = "https://files.pythonhosted.org/packages/0e/80/c7472203bad6268e3ef1ad260739704847898938ad7ea8b63a5131f46b50/watchfiles-1.2.0-cp314-cp314t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0c4997d4e4a55f0d02b6cde327322daf3a0400e5df6c6b15948994bf72497925", size = 454771, upload-time = "2026-05-18T04:30:48.736Z" }, + { url = "https://files.pythonhosted.org/packages/51/cf/3b10b268b4b7f0fc26e9debb5eef1998b515887840f444cd3ec80c688755/watchfiles-1.2.0-cp314-cp314t-manylinux_2_31_riscv64.whl", hash = "sha256:4c887eba18b7945ac73067a8b4a66f21cd46c2539b2bc68588f7be6c7eb6d26b", size = 463494, upload-time = "2026-05-18T04:31:33.826Z" }, + { url = "https://files.pythonhosted.org/packages/3d/3e/a4302545cd589262a0dc7d140e86f7688eba3f9c72776c27f7e23b8864c4/watchfiles-1.2.0-cp314-cp314t-musllinux_1_1_aarch64.whl", hash = "sha256:3416ff151bb6b5a8d8d11664974fbef4d9305b9b2957839ab5a270468fd8df30", size = 629383, upload-time = "2026-05-18T04:31:15.596Z" }, + { url = "https://files.pythonhosted.org/packages/db/99/d5649df0a9a410d45b7c882304d0b790903ac9b6e8f2cfd12114e0c6b9f2/watchfiles-1.2.0-cp314-cp314t-musllinux_1_1_x86_64.whl", hash = "sha256:0e831a271c035d89789cffc386b6aa1375f39f1cd25eb7ca0997e4970d152fc5", size = 656093, upload-time = "2026-05-18T04:31:58.707Z" }, + { url = "https://files.pythonhosted.org/packages/92/b9/362702539275019a54dd2e94511b31a9b89c5f9e6a21966de7eb692549fc/watchfiles-1.2.0-cp315-cp315-macosx_10_12_x86_64.whl", hash = "sha256:37a6721cdf3f65dbb13aa9503510ccb4451603ac837e44d265d7992a597e1374", size = 400109, upload-time = "2026-05-18T04:31:16.879Z" }, + { url = "https://files.pythonhosted.org/packages/8f/75/71d5ba62db781e5587bded1d944c675374bc4aa37ff33d5018d98e8b6538/watchfiles-1.2.0-cp315-cp315-macosx_11_0_arm64.whl", hash = "sha256:2b37d10b5a63bd4d87e18472d80fa525bd670586fae62e5dd580452764879b65", size = 392167, upload-time = "2026-05-18T04:31:28.058Z" }, + { url = "https://files.pythonhosted.org/packages/3c/01/c66dd95d0423fe30d31820e2d1d5bda773764131bbb6ac0cb1cf303ac328/watchfiles-1.2.0-cp315-cp315-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0a105bc2283f67e8fbec74253ec2d94925de92ed72c0393f1206bf326b7b7b69", size = 452372, upload-time = "2026-05-18T04:31:00.836Z" }, + { url = "https://files.pythonhosted.org/packages/91/15/2fe99557e72f85627c6a8eed50d889e8d101623e060a22ad75b875cb932d/watchfiles-1.2.0-cp315-cp315-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:5327989a465505f05cfe06f04fa9d0c2fd5432bb243e10e6f012b1bdca3c8579", size = 459596, upload-time = "2026-05-18T04:31:34.96Z" }, + { url = "https://files.pythonhosted.org/packages/ed/23/d4acfa0023367428ed48351b3b9b267893037b6cadae55620c61c24bcfd4/watchfiles-1.2.0-cp315-cp315-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:ecb47f183a8025b2aa18b546725c3657e542112ae9c0613a2af79b4fa8d04ad7", size = 490869, upload-time = "2026-05-18T04:31:59.923Z" }, + { url = "https://files.pythonhosted.org/packages/a4/5f/3164cbdce06c9fb95c4f7b9e2f9760b5e2797af43a9ecc317ef42a23a278/watchfiles-1.2.0-cp315-cp315-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:8520a4ab0e37f770afc34459c4f8f7019e153f9124dc101c15538365875d1ab2", size = 571641, upload-time = "2026-05-18T04:32:00.948Z" }, + { url = "https://files.pythonhosted.org/packages/41/e6/85d3731c55e65cd7690f3f803d24c139588aaf863e4bf2148fe7a7fa1a19/watchfiles-1.2.0-cp315-cp315-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:71cd71740ed2c15211ebb237ced4e39a1cdf6f80566e5fe95428da1626f4fde6", size = 464444, upload-time = "2026-05-18T04:30:34.298Z" }, + { url = "https://files.pythonhosted.org/packages/f4/7d/562641012b8b09872742c3b8adf9629ec479fd78f8d68ae4a0c13da8add6/watchfiles-1.2.0-cp315-cp315-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f88af53d6ddaf72179ef613ddc905e6f4785f712b49b80b3bef9f3525e6194b4", size = 453593, upload-time = "2026-05-18T04:31:23.464Z" }, + { url = "https://files.pythonhosted.org/packages/56/fe/cb8ef3d6f929d14158fdaaad9925985b7310abc9384dcd4d82dd0016fb59/watchfiles-1.2.0-cp315-cp315-manylinux_2_31_riscv64.whl", hash = "sha256:cee9d5efd929efdac5f7e58f72b3376f676b64050a91c5b99a7094c5b2317488", size = 465096, upload-time = "2026-05-18T04:31:30.384Z" }, + { url = "https://files.pythonhosted.org/packages/25/91/80908e835e100527a9267147b08c0eee1fa6ab0ffec15edc04d1d44885f7/watchfiles-1.2.0-cp315-cp315-musllinux_1_1_aarch64.whl", hash = "sha256:b718bf356bbc15e559bd8ef41782b573b8ae0e3f177ab244b440568d7ea02cfb", size = 630638, upload-time = "2026-05-18T04:30:49.89Z" }, + { url = "https://files.pythonhosted.org/packages/46/4b/95ab2f256bb4af3cb2eb23b9317bda984ee6e0f11733a5c004a6c95b06e3/watchfiles-1.2.0-cp315-cp315-musllinux_1_1_x86_64.whl", hash = "sha256:922c0e019fe68b3ae392965a766b02a71ba1168c932cebc3733cd52c5fe5b377", size = 657684, upload-time = "2026-05-18T04:31:32.027Z" }, + { url = "https://files.pythonhosted.org/packages/23/f4/7513ef1e85fc4c6331b59479d6d72661fc391fbe543678052ac72c8b6c19/watchfiles-1.2.0-pp311-pypy311_pp73-macosx_10_12_x86_64.whl", hash = "sha256:4674d49eb94706dfe666c069fc0a1b646ffcf920473492e209f6d5f60d3f0cc2", size = 403050, upload-time = "2026-05-18T04:30:36.753Z" }, + { url = "https://files.pythonhosted.org/packages/27/0b/a54103cfd732bb703c7a749222011a0483ef3705948dae3b203158601119/watchfiles-1.2.0-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:094b9b70103d4e963499bdea001ee3c2697b144cd9ae6218a62c0f89ec9e31db", size = 396629, upload-time = "2026-05-18T04:32:03.268Z" }, + { url = "https://files.pythonhosted.org/packages/5e/2c/73f31a3b893886206c3f54d73e8ad8dee58cdb2f69ad2622e0a8a9e07f4e/watchfiles-1.2.0-pp311-pypy311_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b0ef001f8c25ad0fa9529f914c1600647ecd0f542d11c19b7894768c67b6acb7", size = 457318, upload-time = "2026-05-18T04:31:01.932Z" }, + { url = "https://files.pythonhosted.org/packages/e9/f9/45d021e4a5cc7b9dd567f7cbb06d3b75f751a690063fb6cc7ec60f4e46b7/watchfiles-1.2.0-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a88fc94e647bc4eec523f1caa540258eb71d14278b9daf72fa1e2658a98df0f0", size = 457771, upload-time = "2026-05-18T04:30:56.331Z" }, +] + +[[package]] +name = "websockets" +version = "16.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/04/24/4b2031d72e840ce4c1ccb255f693b15c334757fc50023e4db9537080b8c4/websockets-16.0.tar.gz", hash = "sha256:5f6261a5e56e8d5c42a4497b364ea24d94d9563e8fbd44e78ac40879c60179b5", size = 179346, upload-time = "2026-01-10T09:23:47.181Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/f2/db/de907251b4ff46ae804ad0409809504153b3f30984daf82a1d84a9875830/websockets-16.0-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:31a52addea25187bde0797a97d6fc3d2f92b6f72a9370792d65a6e84615ac8a8", size = 177340, upload-time = "2026-01-10T09:22:34.539Z" }, + { url = "https://files.pythonhosted.org/packages/f3/fa/abe89019d8d8815c8781e90d697dec52523fb8ebe308bf11664e8de1877e/websockets-16.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:417b28978cdccab24f46400586d128366313e8a96312e4b9362a4af504f3bbad", size = 175022, upload-time = "2026-01-10T09:22:36.332Z" }, + { url = "https://files.pythonhosted.org/packages/58/5d/88ea17ed1ded2079358b40d31d48abe90a73c9e5819dbcde1606e991e2ad/websockets-16.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:af80d74d4edfa3cb9ed973a0a5ba2b2a549371f8a741e0800cb07becdd20f23d", size = 175319, upload-time = "2026-01-10T09:22:37.602Z" }, + { url = "https://files.pythonhosted.org/packages/d2/ae/0ee92b33087a33632f37a635e11e1d99d429d3d323329675a6022312aac2/websockets-16.0-cp311-cp311-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:08d7af67b64d29823fed316505a89b86705f2b7981c07848fb5e3ea3020c1abe", size = 184631, upload-time = "2026-01-10T09:22:38.789Z" }, + { url = "https://files.pythonhosted.org/packages/c8/c5/27178df583b6c5b31b29f526ba2da5e2f864ecc79c99dae630a85d68c304/websockets-16.0-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:7be95cfb0a4dae143eaed2bcba8ac23f4892d8971311f1b06f3c6b78952ee70b", size = 185870, upload-time = "2026-01-10T09:22:39.893Z" }, + { url = "https://files.pythonhosted.org/packages/87/05/536652aa84ddc1c018dbb7e2c4cbcd0db884580bf8e95aece7593fde526f/websockets-16.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:d6297ce39ce5c2e6feb13c1a996a2ded3b6832155fcfc920265c76f24c7cceb5", size = 185361, upload-time = "2026-01-10T09:22:41.016Z" }, + { url = "https://files.pythonhosted.org/packages/6d/e2/d5332c90da12b1e01f06fb1b85c50cfc489783076547415bf9f0a659ec19/websockets-16.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:1c1b30e4f497b0b354057f3467f56244c603a79c0d1dafce1d16c283c25f6e64", size = 184615, upload-time = "2026-01-10T09:22:42.442Z" }, + { url = "https://files.pythonhosted.org/packages/77/fb/d3f9576691cae9253b51555f841bc6600bf0a983a461c79500ace5a5b364/websockets-16.0-cp311-cp311-win32.whl", hash = "sha256:5f451484aeb5cafee1ccf789b1b66f535409d038c56966d6101740c1614b86c6", size = 178246, upload-time = "2026-01-10T09:22:43.654Z" }, + { url = "https://files.pythonhosted.org/packages/54/67/eaff76b3dbaf18dcddabc3b8c1dba50b483761cccff67793897945b37408/websockets-16.0-cp311-cp311-win_amd64.whl", hash = "sha256:8d7f0659570eefb578dacde98e24fb60af35350193e4f56e11190787bee77dac", size = 178684, upload-time = "2026-01-10T09:22:44.941Z" }, + { url = "https://files.pythonhosted.org/packages/84/7b/bac442e6b96c9d25092695578dda82403c77936104b5682307bd4deb1ad4/websockets-16.0-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:71c989cbf3254fbd5e84d3bff31e4da39c43f884e64f2551d14bb3c186230f00", size = 177365, upload-time = "2026-01-10T09:22:46.787Z" }, + { url = "https://files.pythonhosted.org/packages/b0/fe/136ccece61bd690d9c1f715baaeefd953bb2360134de73519d5df19d29ca/websockets-16.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:8b6e209ffee39ff1b6d0fa7bfef6de950c60dfb91b8fcead17da4ee539121a79", size = 175038, upload-time = "2026-01-10T09:22:47.999Z" }, + { url = "https://files.pythonhosted.org/packages/40/1e/9771421ac2286eaab95b8575b0cb701ae3663abf8b5e1f64f1fd90d0a673/websockets-16.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:86890e837d61574c92a97496d590968b23c2ef0aeb8a9bc9421d174cd378ae39", size = 175328, upload-time = "2026-01-10T09:22:49.809Z" }, + { url = "https://files.pythonhosted.org/packages/18/29/71729b4671f21e1eaa5d6573031ab810ad2936c8175f03f97f3ff164c802/websockets-16.0-cp312-cp312-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:9b5aca38b67492ef518a8ab76851862488a478602229112c4b0d58d63a7a4d5c", size = 184915, upload-time = "2026-01-10T09:22:51.071Z" }, + { url = "https://files.pythonhosted.org/packages/97/bb/21c36b7dbbafc85d2d480cd65df02a1dc93bf76d97147605a8e27ff9409d/websockets-16.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:e0334872c0a37b606418ac52f6ab9cfd17317ac26365f7f65e203e2d0d0d359f", size = 186152, upload-time = "2026-01-10T09:22:52.224Z" }, + { url = "https://files.pythonhosted.org/packages/4a/34/9bf8df0c0cf88fa7bfe36678dc7b02970c9a7d5e065a3099292db87b1be2/websockets-16.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:a0b31e0b424cc6b5a04b8838bbaec1688834b2383256688cf47eb97412531da1", size = 185583, upload-time = "2026-01-10T09:22:53.443Z" }, + { url = "https://files.pythonhosted.org/packages/47/88/4dd516068e1a3d6ab3c7c183288404cd424a9a02d585efbac226cb61ff2d/websockets-16.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:485c49116d0af10ac698623c513c1cc01c9446c058a4e61e3bf6c19dff7335a2", size = 184880, upload-time = "2026-01-10T09:22:55.033Z" }, + { url = "https://files.pythonhosted.org/packages/91/d6/7d4553ad4bf1c0421e1ebd4b18de5d9098383b5caa1d937b63df8d04b565/websockets-16.0-cp312-cp312-win32.whl", hash = "sha256:eaded469f5e5b7294e2bdca0ab06becb6756ea86894a47806456089298813c89", size = 178261, upload-time = "2026-01-10T09:22:56.251Z" }, + { url = "https://files.pythonhosted.org/packages/c3/f0/f3a17365441ed1c27f850a80b2bc680a0fa9505d733fe152fdf5e98c1c0b/websockets-16.0-cp312-cp312-win_amd64.whl", hash = "sha256:5569417dc80977fc8c2d43a86f78e0a5a22fee17565d78621b6bb264a115d4ea", size = 178693, upload-time = "2026-01-10T09:22:57.478Z" }, + { url = "https://files.pythonhosted.org/packages/cc/9c/baa8456050d1c1b08dd0ec7346026668cbc6f145ab4e314d707bb845bf0d/websockets-16.0-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:878b336ac47938b474c8f982ac2f7266a540adc3fa4ad74ae96fea9823a02cc9", size = 177364, upload-time = "2026-01-10T09:22:59.333Z" }, + { url = "https://files.pythonhosted.org/packages/7e/0c/8811fc53e9bcff68fe7de2bcbe75116a8d959ac699a3200f4847a8925210/websockets-16.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:52a0fec0e6c8d9a784c2c78276a48a2bdf099e4ccc2a4cad53b27718dbfd0230", size = 175039, upload-time = "2026-01-10T09:23:01.171Z" }, + { url = "https://files.pythonhosted.org/packages/aa/82/39a5f910cb99ec0b59e482971238c845af9220d3ab9fa76dd9162cda9d62/websockets-16.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:e6578ed5b6981005df1860a56e3617f14a6c307e6a71b4fff8c48fdc50f3ed2c", size = 175323, upload-time = "2026-01-10T09:23:02.341Z" }, + { url = "https://files.pythonhosted.org/packages/bd/28/0a25ee5342eb5d5f297d992a77e56892ecb65e7854c7898fb7d35e9b33bd/websockets-16.0-cp313-cp313-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:95724e638f0f9c350bb1c2b0a7ad0e83d9cc0c9259f3ea94e40d7b02a2179ae5", size = 184975, upload-time = "2026-01-10T09:23:03.756Z" }, + { url = "https://files.pythonhosted.org/packages/f9/66/27ea52741752f5107c2e41fda05e8395a682a1e11c4e592a809a90c6a506/websockets-16.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:c0204dc62a89dc9d50d682412c10b3542d748260d743500a85c13cd1ee4bde82", size = 186203, upload-time = "2026-01-10T09:23:05.01Z" }, + { url = "https://files.pythonhosted.org/packages/37/e5/8e32857371406a757816a2b471939d51c463509be73fa538216ea52b792a/websockets-16.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:52ac480f44d32970d66763115edea932f1c5b1312de36df06d6b219f6741eed8", size = 185653, upload-time = "2026-01-10T09:23:06.301Z" }, + { url = "https://files.pythonhosted.org/packages/9b/67/f926bac29882894669368dc73f4da900fcdf47955d0a0185d60103df5737/websockets-16.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:6e5a82b677f8f6f59e8dfc34ec06ca6b5b48bc4fcda346acd093694cc2c24d8f", size = 184920, upload-time = "2026-01-10T09:23:07.492Z" }, + { url = "https://files.pythonhosted.org/packages/3c/a1/3d6ccdcd125b0a42a311bcd15a7f705d688f73b2a22d8cf1c0875d35d34a/websockets-16.0-cp313-cp313-win32.whl", hash = "sha256:abf050a199613f64c886ea10f38b47770a65154dc37181bfaff70c160f45315a", size = 178255, upload-time = "2026-01-10T09:23:09.245Z" }, + { url = "https://files.pythonhosted.org/packages/6b/ae/90366304d7c2ce80f9b826096a9e9048b4bb760e44d3b873bb272cba696b/websockets-16.0-cp313-cp313-win_amd64.whl", hash = "sha256:3425ac5cf448801335d6fdc7ae1eb22072055417a96cc6b31b3861f455fbc156", size = 178689, upload-time = "2026-01-10T09:23:10.483Z" }, + { url = "https://files.pythonhosted.org/packages/f3/1d/e88022630271f5bd349ed82417136281931e558d628dd52c4d8621b4a0b2/websockets-16.0-cp314-cp314-macosx_10_15_universal2.whl", hash = "sha256:8cc451a50f2aee53042ac52d2d053d08bf89bcb31ae799cb4487587661c038a0", size = 177406, upload-time = "2026-01-10T09:23:12.178Z" }, + { url = "https://files.pythonhosted.org/packages/f2/78/e63be1bf0724eeb4616efb1ae1c9044f7c3953b7957799abb5915bffd38e/websockets-16.0-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:daa3b6ff70a9241cf6c7fc9e949d41232d9d7d26fd3522b1ad2b4d62487e9904", size = 175085, upload-time = "2026-01-10T09:23:13.511Z" }, + { url = "https://files.pythonhosted.org/packages/bb/f4/d3c9220d818ee955ae390cf319a7c7a467beceb24f05ee7aaaa2414345ba/websockets-16.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:fd3cb4adb94a2a6e2b7c0d8d05cb94e6f1c81a0cf9dc2694fb65c7e8d94c42e4", size = 175328, upload-time = "2026-01-10T09:23:14.727Z" }, + { url = "https://files.pythonhosted.org/packages/63/bc/d3e208028de777087e6fb2b122051a6ff7bbcca0d6df9d9c2bf1dd869ae9/websockets-16.0-cp314-cp314-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:781caf5e8eee67f663126490c2f96f40906594cb86b408a703630f95550a8c3e", size = 185044, upload-time = "2026-01-10T09:23:15.939Z" }, + { url = "https://files.pythonhosted.org/packages/ad/6e/9a0927ac24bd33a0a9af834d89e0abc7cfd8e13bed17a86407a66773cc0e/websockets-16.0-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:caab51a72c51973ca21fa8a18bd8165e1a0183f1ac7066a182ff27107b71e1a4", size = 186279, upload-time = "2026-01-10T09:23:17.148Z" }, + { url = "https://files.pythonhosted.org/packages/b9/ca/bf1c68440d7a868180e11be653c85959502efd3a709323230314fda6e0b3/websockets-16.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:19c4dc84098e523fd63711e563077d39e90ec6702aff4b5d9e344a60cb3c0cb1", size = 185711, upload-time = "2026-01-10T09:23:18.372Z" }, + { url = "https://files.pythonhosted.org/packages/c4/f8/fdc34643a989561f217bb477cbc47a3a07212cbda91c0e4389c43c296ebf/websockets-16.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:a5e18a238a2b2249c9a9235466b90e96ae4795672598a58772dd806edc7ac6d3", size = 184982, upload-time = "2026-01-10T09:23:19.652Z" }, + { url = "https://files.pythonhosted.org/packages/dd/d1/574fa27e233764dbac9c52730d63fcf2823b16f0856b3329fc6268d6ae4f/websockets-16.0-cp314-cp314-win32.whl", hash = "sha256:a069d734c4a043182729edd3e9f247c3b2a4035415a9172fd0f1b71658a320a8", size = 177915, upload-time = "2026-01-10T09:23:21.458Z" }, + { url = "https://files.pythonhosted.org/packages/8a/f1/ae6b937bf3126b5134ce1f482365fde31a357c784ac51852978768b5eff4/websockets-16.0-cp314-cp314-win_amd64.whl", hash = "sha256:c0ee0e63f23914732c6d7e0cce24915c48f3f1512ec1d079ed01fc629dab269d", size = 178381, upload-time = "2026-01-10T09:23:22.715Z" }, + { url = "https://files.pythonhosted.org/packages/06/9b/f791d1db48403e1f0a27577a6beb37afae94254a8c6f08be4a23e4930bc0/websockets-16.0-cp314-cp314t-macosx_10_15_universal2.whl", hash = "sha256:a35539cacc3febb22b8f4d4a99cc79b104226a756aa7400adc722e83b0d03244", size = 177737, upload-time = "2026-01-10T09:23:24.523Z" }, + { url = "https://files.pythonhosted.org/packages/bd/40/53ad02341fa33b3ce489023f635367a4ac98b73570102ad2cdd770dacc9a/websockets-16.0-cp314-cp314t-macosx_10_15_x86_64.whl", hash = "sha256:b784ca5de850f4ce93ec85d3269d24d4c82f22b7212023c974c401d4980ebc5e", size = 175268, upload-time = "2026-01-10T09:23:25.781Z" }, + { url = "https://files.pythonhosted.org/packages/74/9b/6158d4e459b984f949dcbbb0c5d270154c7618e11c01029b9bbd1bb4c4f9/websockets-16.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:569d01a4e7fba956c5ae4fc988f0d4e187900f5497ce46339c996dbf24f17641", size = 175486, upload-time = "2026-01-10T09:23:27.033Z" }, + { url = "https://files.pythonhosted.org/packages/e5/2d/7583b30208b639c8090206f95073646c2c9ffd66f44df967981a64f849ad/websockets-16.0-cp314-cp314t-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:50f23cdd8343b984957e4077839841146f67a3d31ab0d00e6b824e74c5b2f6e8", size = 185331, upload-time = "2026-01-10T09:23:28.259Z" }, + { url = "https://files.pythonhosted.org/packages/45/b0/cce3784eb519b7b5ad680d14b9673a31ab8dcb7aad8b64d81709d2430aa8/websockets-16.0-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:152284a83a00c59b759697b7f9e9cddf4e3c7861dd0d964b472b70f78f89e80e", size = 186501, upload-time = "2026-01-10T09:23:29.449Z" }, + { url = "https://files.pythonhosted.org/packages/19/60/b8ebe4c7e89fb5f6cdf080623c9d92789a53636950f7abacfc33fe2b3135/websockets-16.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:bc59589ab64b0022385f429b94697348a6a234e8ce22544e3681b2e9331b5944", size = 186062, upload-time = "2026-01-10T09:23:31.368Z" }, + { url = "https://files.pythonhosted.org/packages/88/a8/a080593f89b0138b6cba1b28f8df5673b5506f72879322288b031337c0b8/websockets-16.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:32da954ffa2814258030e5a57bc73a3635463238e797c7375dc8091327434206", size = 185356, upload-time = "2026-01-10T09:23:32.627Z" }, + { url = "https://files.pythonhosted.org/packages/c2/b6/b9afed2afadddaf5ebb2afa801abf4b0868f42f8539bfe4b071b5266c9fe/websockets-16.0-cp314-cp314t-win32.whl", hash = "sha256:5a4b4cc550cb665dd8a47f868c8d04c8230f857363ad3c9caf7a0c3bf8c61ca6", size = 178085, upload-time = "2026-01-10T09:23:33.816Z" }, + { url = "https://files.pythonhosted.org/packages/9f/3e/28135a24e384493fa804216b79a6a6759a38cc4ff59118787b9fb693df93/websockets-16.0-cp314-cp314t-win_amd64.whl", hash = "sha256:b14dc141ed6d2dde437cddb216004bcac6a1df0935d79656387bd41632ba0bbd", size = 178531, upload-time = "2026-01-10T09:23:35.016Z" }, + { url = "https://files.pythonhosted.org/packages/72/07/c98a68571dcf256e74f1f816b8cc5eae6eb2d3d5cfa44d37f801619d9166/websockets-16.0-pp311-pypy311_pp73-macosx_10_15_x86_64.whl", hash = "sha256:349f83cd6c9a415428ee1005cadb5c2c56f4389bc06a9af16103c3bc3dcc8b7d", size = 174947, upload-time = "2026-01-10T09:23:36.166Z" }, + { url = "https://files.pythonhosted.org/packages/7e/52/93e166a81e0305b33fe416338be92ae863563fe7bce446b0f687b9df5aea/websockets-16.0-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:4a1aba3340a8dca8db6eb5a7986157f52eb9e436b74813764241981ca4888f03", size = 175260, upload-time = "2026-01-10T09:23:37.409Z" }, + { url = "https://files.pythonhosted.org/packages/56/0c/2dbf513bafd24889d33de2ff0368190a0e69f37bcfa19009ef819fe4d507/websockets-16.0-pp311-pypy311_pp73-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:f4a32d1bd841d4bcbffdcb3d2ce50c09c3909fbead375ab28d0181af89fd04da", size = 176071, upload-time = "2026-01-10T09:23:39.158Z" }, + { url = "https://files.pythonhosted.org/packages/a5/8f/aea9c71cc92bf9b6cc0f7f70df8f0b420636b6c96ef4feee1e16f80f75dd/websockets-16.0-pp311-pypy311_pp73-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:0298d07ee155e2e9fda5be8a9042200dd2e3bb0b8a38482156576f863a9d457c", size = 176968, upload-time = "2026-01-10T09:23:41.031Z" }, + { url = "https://files.pythonhosted.org/packages/9a/3f/f70e03f40ffc9a30d817eef7da1be72ee4956ba8d7255c399a01b135902a/websockets-16.0-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:a653aea902e0324b52f1613332ddf50b00c06fdaf7e92624fbf8c77c78fa5767", size = 178735, upload-time = "2026-01-10T09:23:42.259Z" }, + { url = "https://files.pythonhosted.org/packages/6f/28/258ebab549c2bf3e64d2b0217b973467394a9cea8c42f70418ca2c5d0d2e/websockets-16.0-py3-none-any.whl", hash = "sha256:1637db62fad1dc833276dded54215f2c7fa46912301a24bd94d45d46a011ceec", size = 171598, upload-time = "2026-01-10T09:23:45.395Z" }, +]