{"repo":"FalkorDB/GraphRAG-SDK","free":true,"listed":false,"github":"https://github.com/FalkorDB/GraphRAG-SDK","clone":"git clone https://github.com/FalkorDB/GraphRAG-SDK.git","description":"Build fast and accurate GenAI apps with GraphRAG SDK at scale 🌟","language":"Python","stars":989,"topics":["falkordb","graphrag","knowledge-graph","rag","graph-database","open-source","sdk","genai","llm"],"license":"Apache-2.0","category":"ai-agents","readme_excerpt":"GraphRAG-SDK The simplest, most accurate GraphRAG framework built on FalkorDB Benchmark-leading accuracy · FalkorDB-fast · Multi-tenant · Graph traversal · 5-minute setup Most GraphRAG systems work in demos and break under production constraints. GraphRAG SDK was built from real deployments around a simple idea: the retrieval harness matters more than the model. The result is a modular, benchmark-leading framework with predictable cost and sensible defaults that gets you from raw documents to cited answers in under 5 minutes. --- Benchmarks Rank System Novel (Multi-Doc) Medical (Single-Doc) Overall :--- :--- :---: :---: :---: 1 FalkorDB GraphRAG SDK ◄ 66.09 76.87 71.48 2 G-reasoner 58.94 73.30 66.12 3 AutoPrunedRetriever 63.72 67.00 65.36 4 HippoRAG2 56.48 64.85 60.67 5 Fast-GraphRAG 52.02 64.12 58.07 6 RAG (w rerank) (Vector RAG) 48.35 62.43 55.39 7 LightRAG 45.09 62.59 53.84 8 HippoRAG 44.75 59.08 51.92 9 MS-GraphRAG (local) 50.93 45.16 48.05 How these are computed. Per dataset, ACC is the unweighted mean of the four task-category scores, matching the GraphRAG-Bench leaderboard convention: Dataset ACC = (Fact Retrieval + Complex Reasoning + Contextual Summarize + Creative Generation) / 4 Overall = (Novel ACC + Medical ACC) / 2 Overall is our own summary across the two datasets; the leaderboard ranks each dataset separately. Novel has 20 documents and 2,010 questions, Medical 1 corpus and 2,062 questions. FalkorDB scored August 2026 with gpt-4o-mini (Azure OpenAI) at tempera","default_branch":null,"files":null,"tree":[],"storefront":"/r/FalkorDB","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/FalkorDB/GraphRAG-SDK/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}