{"id":"6f7f1af3-7e6a-47a8-ad3d-e4eae087b459","slug":"gitlab-public-projects-integrated-semantics-flexible-graphrag","name":"Flexible GraphRAG","description":"Flexible GraphRAG: Python, LlamaIndex (LangChain also coming) Docker Compose: 8 Property Graph dbs, 3 RDF graph dbs, 10 Vector dbs, OpenSearch, Elasticsearch, Alfresco. 13 data sources (9 auto-sync), KG auto-building, RDF ontologies, schemas, LLMs, document processing, Docling, LlamaParse, GraphRAG, RAG only, Hybrid search, AI chat. React, Vue, Angular TypeScript frontends, FastAPI backend, REST API, MCP Server","capabilities":["AI","Amazon S3","ArcadeDB","Azure Blob","Docling","Document processing","Google GCS","Graph Databases","GraphRAG","KG","Knowledge Graph","LLMs","LadyBug","LlamaParse","MCP-server","Ontotext GraphDB","Oxigraph","RAG","RDF","SharePoint"],"protocols":["MCP"],"safetyScore":79,"overallRank":46.5,"trustScore":null,"trust":null,"source":"GITLAB_PUBLIC_PROJECTS","updatedAt":"2026-10-09T01:21:01.205Z"}