Rust library for generating vector embeddings, reranking locally!
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May 4, 2026 - Rust
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fastembed
Here are 45 public repositories matching this topic...
Suite of tools containing an in-memory vector datastore and AI proxy
nodejs python rust cli golang storage storage-engine cache vector python-library artificial-intelligence node-js golang-library datastore rust-library inmemory-db vector-database fastembed
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Apr 27, 2026 - Rust
Drop docs, search instantly from Claude Code — 12 MCP tools, 20 format parsers, hybrid search + reranking. Zero servers, zero API keys, 100% local.
python privacy mcp embeddings knowledge-base semantic-search bm25 reranking claude document-search onnx rag vector-database hybrid-search chromadb retrieval-augmented-generation local-ai fastembed mcp-server claude-code
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May 6, 2026 - Python
SQL-like query language and CLI for Qdrant vector search engine
python cli embeddings query-language semantic-search rag vector-search-engine hybrid-search qdrant fastembed
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Apr 30, 2026 - Python
The highest-scoring AI memory system ever benchmarked that isn't reliant on LLM reranking. And it's free & burns less tokens.
ai memory mcp embeddings embedded-systems embedding rag embedding-vectors vector-database ai-tools qdrant qdrant-vector-database local-ai fastembed ai-memory mcp-server mcp-client openclaw
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May 5, 2026 - Python
Give your AI Agent understanding of your codebase. A Rust CLI that turns your entire project into a single, optimized context file for Cursor, Antigravity, and Claude.
rust cli tree-sitter ai developer-tools cursor ai-agents rag vector-search context-learning fastembed antigravity vivecoding
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Apr 10, 2026 - Rust
Chat with Lex! A RAG app, using HyDE with milvus DB for vector store, VLLM for LLM inference, and FastEmbed for Embeddings!
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Jun 4, 2024 - Python
FastAPI backend for archive.ire.org
python api redis machine-learning news archiving journalism data-journalism semantic-search ire investigative-journalism fastapi rrf sentence-transformers cross-encoder qdrant fastembed
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Apr 13, 2026 - Python
Generating embedding for 1000s of PDF Documents, in Qdrant using FastEmbed with distributed Computing in Ray
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Mar 12, 2024 - Jupyter Notebook
MedSage is a multimodal healthcare assistant that combines LLMs, vector search, and real-time reasoning to deliver fast, reliable medical insights. It supports symptom analysis, medical document Q&A, universal file RAG, multilingual interactions, and emergency SOS with live location.
pyton3 fastapi typescript-react vector-database dspy qdrant qdrant-vector-database qdrant-client fastembed dspy-ai sementic-search qdrant-rag gemini-flash-2-5
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Dec 9, 2025 - TypeScript
A polars plugin for embedding DataFrames
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May 2, 2026 - Python
A fast and simple local API for generating text embeddings.
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May 6, 2026 - Python
⚡ Instantly index, deduplicate, and search your code, docs, and web content in a blazing-fast Qdrant vector DB for AI & RAG.
python tree-sitter code-search web-scraping chunking semantic-search ai-agents reranking cli-tool beautifulsoup4 rag vector-database hybrid-search qdrant splade retrieval-augmented-generation memory-store fastembed firecrawl ai-embeddings
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Jul 18, 2025
This project showcases how to use AWS Lambda Managed Instances with AI/ML capabilities for real-time customer analytics
aws lambda ai serverless analytics s3 inmemory s3-bucket aiml customer-analytics lambda-function lambda-container llm all-minilm-l6-v2 fastembed lambda-managed-instances
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Apr 13, 2026 - Python
🧠 Universal long-term memory for AI agents. GraphRAG-powered knowledge base with vector search + graph traversal. Privacy-first, local-only, MCP-compatible. Connect Claude, Copilot, or any AI assistant.
python docker ai mcp multi-agent knowledge-graph agents semantic-search privacy-first vector-search vector-database pii-redaction hybrid-retrieval kuzu llm-tools lancedb memory-store fastembed ai-memory graphrag
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Nov 24, 2025 - Python
Hub repo for Claude Code related tools (Japanese distributions)
mcp japanese knowledge-graph graph-memory local-llm kuzu ollama fastembed ai-memory claude-code cognee
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May 4, 2026 - Python
Using Qdrant, Fastembed, Google Cloud, OpenAI to build a Question Answer Cloud Based RAG System
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Mar 28, 2024 - Jupyter Notebook
A library to gather structured statistics on the source code files in a software repository, generate embeddings and store in a vector database.
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Jan 6, 2024 - Rust
In-memory vector store with FastEmbed integration for Python applications.
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Feb 17, 2026 - Python
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