---
title: "RAGFlow"
pageType: "tool-profile"
schemaVersion: "1.0"
snapshotId: "tv-20260915-f4c107995a2e"
generatedAt: "2026-09-15T07:02:20.000Z"
canonicalUrl: "https://toolvitals.com/tools/ragflow/"
jsonUrl: "https://toolvitals.com/api/agent/tools/ragflow"
indexable: true
---

# RAGFlow

RAGFlow 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

## Decision context

- Status: active
- ToolVitals score: 99/100
- Health score: 99/100
- Shipping score: 99/100
- Score mode: verdict
- Data confidence: 90/100
- Source coverage: 90/100
- Last evidence check: 2026-09-14

## Classification

- Use case: AI Agent Tools (ai-agent-tools)
- Category: Developer Tools (developer-tools)
- Tool mode: Source-visible project
- Openness: OSI-approved OSS
- License: Apache-2.0
- Tags: open-source, agent, agentic, agentic-ai, agentic-workflow, ai, context-engineering, context-retrieval, deep-research, deepseek, deepseek-r1, document-understanding, graphrag, harness, llm, mcp

## Public repository signals

- Repository: [infiniflow/ragflow](https://github.com/infiniflow/ragflow)
- Stars: 90616 (adoption context only)
- Forks: 10719
- Open issues: 1561
- Last commit date: 2026-09-14
- Releases in 90 days: 7

## Source receipts

- [Official website](https://ragflow.io/) — checked 2026-09-14
- [Source repository](https://github.com/infiniflow/ragflow) — checked 2026-09-14

## Discovery status

- Search indexable: yes
- Reason: sufficient tool evidence

## Interpretation limits

- ToolVitals scores summarize bounded public maintenance, shipping, openness, and evidence signals. They are not user-review ratings.
- GitHub stars and related popularity metrics are adoption context, not quality evidence.
- Missing values mean not collected or not confidently established; they do not mean zero.
- Public signals do not prove security, uptime, support quality, customer satisfaction, or production suitability.
- Verify material decisions against the linked first-party sources and your own requirements.