stevereiner/flexible-graphrag
Flexible GraphRAG: Python, LlamaIndex, Docker Compose: 8 Graph dbs, 10 Vector dbs, OpenSearch, Elasticsearch, Alfresco. 13 data sources (9 auto-sync), KG auto-building, schemas, LLMs, Docling or LlamaParse doc processing, GraphRAG, RAG only, Hybrid search, AI chat. React, Vue, Angular frontends, FastAPI backend, REST API, MCP Server. Please 🌟 Star
Supports RDF-based ontologies and SPARQL queries across both property graph and triple store databases, enabling schema-guided knowledge graph extraction. Implements automatic incremental synchronization that detects changes across 13 data sources and updates vector, search, and graph databases in near real-time without full reprocessing. Built on LlamaIndex abstractions with OpenTelemetry instrumentation for production observability, plus an MCP Server integration for Claude Desktop and compatible clients.
110 stars and 206 monthly downloads. Available on PyPI.
Stars
110
Forks
26
Language
Python
License
Apache-2.0
Category
Last pushed
Mar 10, 2026
Monthly downloads
206
Commits (30d)
0
Dependencies
92
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