LGVRAG series

Experimental

Local Graph + Vector RAG System with HelixDB — multiple iterations exploring graph and vector retrieval.

Python

Problem

Traditional RAG uses either graphs or vectors. Combined systems provide better retrieval.

Why It Matters

Multiple iterations exploring the best combination of graph and vector retrieval.

Core Ideas

  • Graph + vector RAG
  • HelixDB integration
  • Multiple iterations refining the approach

Links

Source Repository ↗

Metadata

Created