ragflow
RAG & RetrievalRAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs
Features
- Open‑source Retrieval‑Augmented Generation (RAG) engine with Agent capabilities
- Unified context layer that integrates multiple LLM backends (e.g., GPT‑5, Gemini 3 Pro)
- Built‑in agentic workflow and orchestration pipeline for production AI systems
Security Response History
2 CVEs| CVE | Severity | Disclosed | Patched (this tool) | vs Ecosystem Median |
|---|---|---|---|---|
| CVE-2026-42271 KEV |
high
CVSS 8.8
|
2026-06-08 | 2026-06-11 | 3d |
| CVE-2026-42208 KEV |
critical
CVSS 9.8
|
2026-05-08 | 2026-05-09 | 35h |
Recent releases
View all 13 releases →
Review required
v0.26.3
Breaking risk
Auth
BigQuery, SoMark, MCP tools, batch uploads, UI header
No immediate action
v0.26.1
New feature
Model edit, Chat channels, Observability, i18n, Legacy API
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About
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Install & Platforms
Install via
docker
