Memory Systems

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

82K Stars
Apache-2.0 License
9.4K Forks
Open source
ragflow 82K Stars · Apache-2.0 License · 9.4K Forks ragflow.io verified 2026-06-03
About

ragflow overview

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

Rag

ragflow surfaces rag as a core capability in its published project metadata and source links.

This gives readers a starting point for evaluating whether the project fits their workflow before visiting the source repository or docs.

Workflow

ragflow surfaces workflow as a core capability in its published project metadata and source links.

This gives readers a starting point for evaluating whether the project fits their workflow before visiting the source repository or docs.

Memory

ragflow surfaces memory as a core capability in its published project metadata and source links.

This gives readers a starting point for evaluating whether the project fits their workflow before visiting the source repository or docs.
Use cases

When to use ragflow

Personal memory

Use it as a candidate for personal memory when the project facts, license, and official links match your deployment requirements.

Compare

How it compares

When to choose ragflow

Compare it with nearby memory systems by looking at hosting model, integration surface, license, and whether the official docs show the workflow you need.

FAQ

Questions

What should I check before using ragflow?

Store a small changing knowledge set, ask repeated-session questions, then inspect what was retrieved and why.

Is ragflow open source?

ragflow is listed on OpenAgent.bot with Apache-2.0 based on the current resource metadata. Re-check the official repository, docs, and license before production use.

Tags

Capabilities

ragworkflowmemoryopen sourcepersonal memory