SOURCE REVIEWED / 2026-11-09
RAGFlow
Build document ingestion and retrieval workflows with an agentic chat interface.
Where it fits
Check the project documentation
RAGFlow is an agent-native database: a Retrieval-Augmented Generation (RAG) engine that grew into context infrastructure.
License and practical limits
Apache-2.0. Back up data before upgrading: the 0.27.2 to 1.0 migration is irreversible.
Source reviewed; not independently installed in this review. No cloud service or hardware purchase is required to read the source.
Repository snapshot
93,848 stars and 11,273 forks when checked 2026-11-09. These numbers change and are not a security or quality endorsement.
Read the official repository ↗
Before you run it
Read installation requirements and release notes, verify the download source, and keep your own projects backed up. Review third-party plugins and model licenses separately.