Projects

Open-source tools and production systems across AI infrastructure and blockchain protocols.

  • docmancer

    Local-first RAG for your coding agents, on PyPI

    Shipped, evaluated, production AI. A CLI plus agent skills that index docs into Qdrant with FastEmbed, hybrid retrieval, and an eval pipeline. No MCP, no cloud, works offline after ingest. 100+ GitHub stars, used inside Claude Code, Cursor, and Codex.

    PythonQdrantFastEmbedPyPIHybrid Retrieval

    github.com

  • Agentic RAG

    Hybrid search, reranking & multi-collection routing for Qdrant

    Advanced RAG pipeline with hybrid search, cross-encoder reranking, and multi-collection routing for Qdrant.

    PythonQdrantFastEmbedFastAPI

    github.com

  • Voice Knowledge Agent

    ElevenLabs + custom RAG: own your retrieval pipeline

    Voice agent starter kit with custom RAG. Full control over your knowledge pipeline.

    PythonElevenLabsQdrantNext.js

    github.com

  • Sentiment402 MCP

    MCP server for sentiment analysis

    Production Model Context Protocol integration for sentiment analysis.

    TypeScriptMCP SDK

    github.com

  • Autonomous Twitter Agent

    LangChain + ReAct agentic system for social media

    Autonomous agentic system using LangChain and ReAct for intelligent social media engagement. Meta-agent planner, cognitive architecture, and episodic memory for context-aware decision making.

    TypeScriptLangChainReActOpenAIPinecone

    github.com