AI Repository Knowledge Platform
GraphMind
An AI-powered repository knowledge platform that parses repositories using Tree-sitter, constructs Neo4j knowledge graphs, and enables GraphRAG-powered repository understanding.
- Built a deterministic repository parsing pipeline using Tree-sitter ahead of LLM integration to reduce risk of unreliable early output.
- Constructed Neo4j knowledge graphs for hybrid vector and graph retrieval across codebases.
- Implemented BYOK architecture supporting OpenAI, Anthropic, Gemini, and Ollama.
- Enabled symbol search and repository understanding through GraphRAG-powered queries.
- Node.js
- React.js
- FastAPI
- Neo4j
- Tree-sitter
- GraphRAG
