ApeRAG: Production-ready GraphRAG with multi-modal indexing and K8s deployment
4 days ago
- #Knowledge-Graph
- #RAG
- #AI-agents
- ApeRAG is a production-ready RAG platform combining Graph RAG, vector search, and full-text search with AI agents.
- Key features include hybrid retrieval, multimodal document processing, intelligent agents, and enterprise-grade management.
- Minimum system requirements: CPU >= 2 Core, RAM >= 4 GiB, Docker & Docker Compose.
- Quick start via Docker Compose: clone repo, copy env file, and run docker-compose up.
- Access web interface at http://localhost:3000/web/ and API docs at http://localhost:8000/docs.
- Supports MCP (Model Context Protocol) integration for AI assistants to interact with knowledge base.
- Advanced document parsing with MinerU, including GPU acceleration options.
- Developer-friendly with FastAPI backend, React frontend, and comprehensive guides.
- Enterprise-grade deployment via Kubernetes with Helm charts and KubeBlocks integration.
- Licensed under Apache License 2.0, with modifications from LightRAG (MIT License).