{"slug":"llm-graph-builder","name":"LLM Graph Builder","kind":"tool","deliveryMethods":["tool"],"kindLabel":"Tool","grade":"B","score":77,"tagline":"Turns unstructured documents, media, and web pages into a Neo4j knowledge graph using LLMs, with graph-aware chat over the result","description":"Turns unstructured documents, media, and web pages into a Neo4j knowledge graph using LLMs, with graph-aware chat over the result","tags":["knowledge-graph","neo4j","rag","langchain","graphrag","document-processing"],"url":"https://way.space/tool/llm-graph-builder","stars":"—","category":"memory","categories":["memory","data-wrangling"],"repo":"https://github.com/neo4j-labs/llm-graph-builder","website":"https://llm-graph-builder.neo4jlabs.com/","license":"Apache-2.0","maintainers":[{"login":"neo4j-labs","url":"https://github.com/neo4j-labs","isMember":false,"verified":false},{"login":"prakriti-solankey","url":"https://github.com/prakriti-solankey","isMember":false,"verified":false},{"login":"praveshkumar1988","url":"https://github.com/praveshkumar1988","isMember":false,"verified":false},{"login":"kaustubh-darekar","url":"https://github.com/kaustubh-darekar","isMember":false,"verified":false}],"scoreWhy":[{"label":"Contributors & bus-factor","detail":"9 recent contributors","direction":"positive"},{"label":"Commit recency","detail":"last commit 2d ago","direction":"positive"},{"label":"Commit cadence","detail":"2 commits in 90 days","direction":"positive"},{"label":"Issue close ratio","detail":"95% of issues closed","direction":"positive"},{"label":"Release cadence","detail":"4 releases in 12 months","direction":"positive"},{"label":"Stars (log-damped)","detail":"5,283 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 (0.48 per star)","direction":"positive"}]}