RAGFlow alternatives

The 12 products closest to RAGFlow in what they do and who they're for, best match first.

UltraRAG — Build complex RAG workflows using modular MCP components and YAML configuration. (Research, Free)
My RAG — Compare Python and Java implementations sharing identical data. (Research, Free)
WeKnora — Combines RAG, multi-step agents, and automatic Wiki generation in one platform. (Research, Free)
FastGPT — It uses hybrid retrieval and auto-cleansed data to prevent hallucinations. (Agents, Freemium)
llmware — Build private, local RAG pipelines with 300+ prepackaged models and integrated document parsing. (Code, Free)
Langflow — Builds and deploys AI agents visually with Python and major LLMs. (Agents, Free)
Exa — Provides high-accuracy web search and deep research endpoints for AI agents. (Search, Freemium)
Jonex — Provides traceable, agent-ready knowledge from diverse enterprise data sources. (Research, Free)
RAG-Anything — It unifies text and multimodal document retrieval within a single framework. (Research, Free)
Jina — It provides reliable reader and search APIs optimized for LLMs and RAG systems. (Search, Freemium)
LightRAG — It uses a dual-layer architecture to reduce LLM calls and retrieval latency. (Research, Free)
MLflow — Complete observability and evaluation for production AI apps. (Code, Free)