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BukeLy/README.md

Hi, I'm Bukely

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Building production RAG systems, document intelligence, and agentic developer tools.

Python AWS RAG MCP Open Source


Focus

Production systems: PageIndex compute pipeline, multi-tenant AI APIs, reliability, and observability.
RAG and document AI: reasoning-based retrieval, parser/OCR orchestration, and long-document indexing.
Open source and agents: LightRAG contributions, MCP-native tools, and serverless agent workflows.

Featured Repository

GitHub Activity

Bukely's monthly contributions

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  1. rag-api rag-api Public

    Multi-tenant RAG API powered by LightRAG/RAG-Anything. Auto-selects best parser (DeepSeek-OCR/MinerU/Docling) via complexity scoring

    Python 64 10

  2. DeepSeek-OCR-SDK DeepSeek-OCR-SDK Public

    A simple and efficient Python SDK for DeepSeek-OCR API

    Python 8

  3. Stateless-FileSystem-Agent Stateless-FileSystem-Agent Public

    Serverless AI Agent built on Claude Agent SDK with stateful session persistence via S3+DynamoDB

    Python 6 1

  4. HKUDS/LightRAG HKUDS/LightRAG Public

    [EMNLP2025] LightRAG: Simple and Fast Retrieval-Augmented Generation

    Python 39.3k 5.5k

  5. VectifyAI/PageIndex VectifyAI/PageIndex Public

    📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG

    Python 35.5k 3.1k

  6. pageindex-light-mcp pageindex-light-mcp Public

    Lightweight Agentic PDF Search via MCP — Vectorless, reasoning-based document retrieval

    Python 4