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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
Python search AI KG Knowledge Graph GraphRAG hybrid-search LLMs genai llamaindex langchain Document pro... Docling LlamaParse mcp MCP-server RDF ontologies Graph Databases neo4j ArcadeDB falkordb LadyBug Ontotext Gra... fuseki Oxigraph vector-database opensearch Elasticsearch React vue Angular TypeScript RAG alfresco Amazon S3 Azure Blob Google GCS SharePoint box auto-syncUpdated -
Multi-source RAG pipeline with hybrid vector + keyword retrieval, LLM-powered concept knowledge graph, adaptive search weighting, and evaluation framework.
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