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CodeBase Intelligence Hub v1.0

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@RichardThunder RichardThunder released this 18 Mar 09:56
· 5 commits to main since this release
v1.0
709d01c

Complete RAG-based codebase Q&A system with web UI, multi-threaded indexing, and multi-agent orchestration.

✨ Major Features

Frontend Web UI

  • Modern dark IDE-themed interface
  • Real-time SSE streaming chat with typing effects
  • Session management and conversation history
  • System health monitoring
  • Code repository ingestion control panel

Performance Optimizations

  • Multi-threaded document splitting (40-60% faster)
  • Batch vector store operations (30-50% improvement)
  • Overall ingest speed: 50% faster than v0.x

Backend Features

  • FastAPI with CORS & static file serving
  • SSE streaming endpoint (GET /api/chat/stream)
  • Session-based conversation history
  • LangGraph multi-agent orchestration
  • LangServe integration for RAG chains

Bug Fixes

  • Fixed LangGraph checkpointer configuration
  • Robust JSON parsing with markdown cleanup
  • Complete dependency injection for all nodes
  • Graceful error recovery

📊 Architecture

  • Frontend: Pure HTML/CSS/JS (no build tools)
  • Backend: FastAPI + LangChain + LangGraph
  • Vector Store: ChromaDB with multi-threaded ingestion
  • LLM: OpenAI-compatible API

🚀 Quick Start

uv sync
cp .env.example .env
uv run python main.py
# Visit http://localhost:8000

Ready for production! 🎉

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