feat(stdlib): modulos de IA, matrizes, tensores, banco vetorial e aprimoramentos de runtime - #5
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August 4, 2026 09:31
…rial e matematica expandida - Adiciona suporte a redes neurais (Perceptron e MLP) e banco vetorial em memoria com busca por cosseno - Implementa pacotes de álgebra linear (matrizes e tensores N-dimensionais) - Expande stdlib de matematica com trigonometria, exponenciais e geradores de numeros aleatorios - Atualiza registros de embutidos e exportacoes da stdlib em portugues
…e vm - Melhora transpilaçao de componentes JSX, Virtual DOM e sinais reativos no runtime web - Refina resoluçao de caminhos no dev server (harpia servir) e servidor HTTP - Ajusta gerenciamento de mapas, imports dinamicos e opcodes na VM Direct-Threaded - Adiciona suporte a graphify e configuracoes do ambiente de desenvolvimento
…orte a IA - Sincroniza especificacoes das novas bibliotecas da stdlib (IA, matrizes, tensores) - Atualiza catalogo de instruçoes e exemplos no manifesto para consumo por LLMs
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Reviewer's GuideEsta PR estende a stdlib do Harpia com módulos de IA, matrizes, tensores e banco vetorial em memória, além de melhorias no runtime web (animações, SSR/browser stubs, roteador SPA) e no Dev Server/CLI (hot‑reload SSE, execução de comandos/sandbox Harpia) e ajustes na VM/compilador/transpiler para suportar novas construções da linguagem. Sequence diagram for Dev Server SSE hot-reload flowsequenceDiagram
actor Dev
participant HarpiaDevServer as comandoServir
participant FileWatcher as watcherProjeto
participant SSEHandler as handlerHotReload
participant Browser as EventSource
Dev->>HarpiaDevServer: comandoServir()
HarpiaDevServer->>FileWatcher: go watcherProjeto()
HarpiaDevServer->>SSEHandler: http.Handle("/hot-reload", handlerHotReload)
Browser->>SSEHandler: GET /hot-reload
SSEHandler-->>Browser: "data: conectado" (SSE)
loop monitorar arquivos
FileWatcher-->>FileWatcher: filepath.Walk()
FileWatcher-->>HarpiaDevServer: notificarClientes()
HarlpiaDevServer->>SSEHandler: ch <- true
SSEHandler-->>Browser: "data: recarregar" (SSE)
Browser-->>Browser: window.location.reload()
end
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Ajusta o alinhamento e formatacao de codigo Go em todos os pacotes do projeto para conformidade com as regras do linter e CI do repositório.
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📜 Resumo das Alterações
Esta Pull Request adiciona novos pacotes de alta performance à Standard Library (stdlib) do Harpia, estendendo a linguagem com suporte a Inteligência Artificial, Álgebra Linear, Armazenamento Vetorial e otimizações de compilação web.
🚀 Novas Funcionalidades:
stdlib/ia): Implementação nativa de Perceptron e redes neurais Multi-Layer Perceptron (MLP) com treinamento e retropropagação em Go.stdlib/bd/vetores): Indexação de embeddings e busca por similaridade de cosseno ($O(n)$) para consultas semânticas e busca em RAG.stdlib/matriz&stdlib/tensor): Manipulação de matrizes 2D e tensores N-dimensionais para operações matemáticas avançadas.stdlib/matematica): Suporte a trigonometria (Seno,Cosseno,Tangente), logaritmos, exponenciais e funções randômicas.harpia servir).🧪 Plano de Testes
go test ./...com 100% dos pacotes aprovados.stdlib/ia/redeneural_test.go.stdlib/matriz/matriz_test.go.cmd/compilar_test.goe testes do compilador VM sem regressões.Summary by Sourcery
Extend Harpia’s stdlib and web/runtime with native AI, linear algebra, vector store, and web animation utilities, while enhancing dev tooling, module import behavior, and VM logical operators.
New Features:
Enhancements:
CI:
Documentation:
Tests: