{"slug":"neo4j-graphrag-python","name":"Neo4j GraphRAG Python","kind":"tool","deliveryMethods":["tool"],"kindLabel":"Tool","grade":"A","score":87,"tagline":"A GraphRAG library for building graph-backed retrieval into agent stacks.","description":"The official Neo4j GraphRAG package for Python enables developers to build [graph retrieval augmented generation (GraphRAG)](https://neo4j.com/blog/graphrag-manifesto/) applications using the power of Neo4j and Python. As a first-party library, it offers a robust, feature-rich, and high-performance solution, with the added assurance of long-term support and maintenance directly from Neo4j.","tags":["graphrag","neo4j","knowledge-graph","rag","text2cypher","hybrid-retrieval"],"url":"https://way.space/tool/neo4j-graphrag-python","stars":"—","category":"coding","categories":["coding","memory"],"repo":"https://github.com/neo4j/neo4j-graphrag-python","website":"https://neo4j.com/docs/neo4j-graphrag-python/current/","license":"Other","maintainers":[{"login":"neo4j","url":"https://github.com/neo4j","isMember":false,"verified":false},{"login":"stellasia","url":"https://github.com/stellasia","isMember":false,"verified":false},{"login":"alexthomas93","url":"https://github.com/alexthomas93","isMember":false,"verified":false},{"login":"team-gen-ai","url":"https://github.com/team-gen-ai","isMember":false,"verified":false}],"scoreWhy":[{"label":"Contributors & bus-factor","detail":"15 recent contributors","direction":"positive"},{"label":"Commit recency","detail":"last commit 1d ago","direction":"positive"},{"label":"Commit cadence","detail":"91 commits in 90 days","direction":"positive"},{"label":"Issue close ratio","detail":"88% of issues closed","direction":"positive"},{"label":"Release cadence","detail":"15 releases in 12 months","direction":"positive"},{"label":"Stars (log-damped)","detail":"1,316 stars (log-damped)","direction":"positive"},{"label":"Star authenticity","detail":"star-velocity check unavailable — GitHub no longer publishes stargazer timestamps for this repo","direction":"neutral"},{"label":"Engagement-to-star ratio","detail":"healthy engagement (0.74 per star)","direction":"positive"}]}