GraphRAG-SDK

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

A new SOTA for RAG — an original retrieval architecture and an open-source knowledge base for humans and agents.

Neo4j GraphRAG for Python

Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.