编辑甄选 · OSS

GitHub 高星项目· 2 projects

由潜龙编辑团队甄选，每周更新最值得看的开源项目。我们看重的不是 Star 多少，而是它解决问题的方式。

全部主题高潜项目 ai ai-agent ai-agents connector dag fastapi function-calling llm mcp nextjs openai-compatible python agent-observability analytics claude-code cli codex coding-agent cost-tracking dashboard developer-tools devtools agent-builder agent-orchestration agent-workspace agentic-ai ai-automation ai-coworker ai-skills-manager ai-workflow-builder harness agentic-bi agentic-workflow agents ai-workflows artificial-intelligence business-analytics business-intelligence langchain langgraph rag automotive car doip edge-ai home-assistant llama-cpp local-llm obd offline-ai agentic-coding anthropic claude claude-code-alternative cpp agent investment langraph skills trading acp agentic-development-environment code-review coding-agents github-copilot golang kanban agent-security ai-agent-security ai-antivirus ai-security cursor devsecops dsh-plugin gemini-cli chatbot crm customer-support ecommerce lgpd multi-tenant nuvemshop open-source chatgpt hermes hermes-agent openai data-pipeline data-processing machine-learning sdk typescript vscode-extension calendar finance gdrive gmail google-calendar notion productivity scheduler shopify ai-coding ast cline code-intelligence context-window copilot cli-tool codex-cli developer-productivity hooks linux llm-tools agent-os ai-coding-agent deepseek deepseek-harness dsh agent-skills claude-plugin comfyui comfyui-extension comfyui-mcp comfyui-mcp-server flux image-generation local-first ai-tools browser-ai browser-automation browser-extension chrome-ai chrome-devtools chrome-extension chrome-extensions firefox-addon firefox-addons agent-memory ai-infrastructure knowledge-graph llm-memory mcp-server memory-management multi-agent-systems agent-management ai-assistant ai-worker cross-platform desktop-app digital-persona model-management openclaw agent-skill claude-code-plugin claude-code-skills claude-skills coding-assistant empryo graph docker knowlege-graph n8n neo4j ollama pgvector ci-cd clickhouse evals evaluation llm-as-judge llm-evaluation llm-observability llm-ops ai-sdk decentralized-ai llama llm-inference local-ai local-fine-tuning nodejs on-device-ai open-source-ai open-source-llm open-source-rag agentic-framework ai-chat automation autonomous-agents gemini llm-agents mcp-client ai-coding-assistant aider bubble-tea discord ai-content ai-marketing awesome-claude content-creation content-engineering linkedin 近半年高星 agent-team fimga flutter opencode openpencil accessibility android autonomous kotlin multimodal-ai call-graph-analysis code-indexing code-search developer-tools-ai-agent mcp-tools cybersecurity holehe maigret model-context-protocol osint rust terminal tui ai-development java reactjs agile-workflows claude-ai code-analysis codebase-audit documentation-generator agile-scrum apple doubao minimax parallel-agents api-gateway continue goose kilo oh-my-pi openai-api chatgpt-alternative dify flowise homelab make-alternative electron apis data-flow development low-code no-code browser browseros chromium hacktoberfest lmstudio macos windows agpl ai-agent-platform audit-trail odoo rbac self-hosted telegram-bot autonomous-pentesting bug-bounty ethical-hacking penetration-testing pentest pentesting-tools recon gguf agent-tools ai-workflow command-line-tool go mcts-rl meta-agents meta-optimization runtime-supervision tree-rl workflow-automation demo easy embedding flask gpt huggingface-transformers multimodal qwen code coder extension ide vscode cost-reduction llmops mitm-proxy prompt ai-platform enterprise clap emby jellyfin jellyfin-plugin k3s kubernetes librosa lyrion music navidrome agpl-v3 ai-safety auditing blockchain dcap-attestation decentralized-marketplace hardhat intel-sgx polygon-edge api embedded-ipaas integrations ipaas anthropic-api apple-silicon deepseek-v4 diffusion inference code-understanding codebase-search graph-database bolt cypher database enterprise-solutions graph-rag graphql hnsw memoryos mvcc instant-messaging

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基

jgravelle

基于 AST 的精准代码检索

2.6k

简单说，这个项目想解决的是 AI 辅助编程中上下文窗口被大量无关代码塞满的问题。它是一个 MCP（Model Context Protocol）服务器，专门用于通过 tree-sitter 抽象语法树（AST）在 GitHub 上进行符号级别的精确代码检索。这里有个小看点，它没有采用传统的全文搜索...

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结

vitali87

结合知识图谱的代码库检索

2.3k

面对庞大的单体仓库（monorepo），传统的代码搜索往往力不从心。Code Graph RAG 的思路很明确：用知识图谱和大语言模型来重新构建代码库的检索和理解机制。它试图解决跨语言代码库中的上下文丢失问题。这里比较有意思的技术点是它结合了抽象语法树（AST）和图数据库。它不仅仅是把代码切块做向...

Python高潜项目380