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RAGFlow

by InfiniFlow

Open-source RAG engine with deep document parsing (tables, charts, images) and an official MCP server. Deploy via Docker, call via REST API. 80k GitHub stars.

3
Skills
API Key
Auth
No
Streaming
No
Push

Skills

Deep Document Parse

Parse complex documents — tables, charts, multi-column layouts — with layout-aware chunking for accurate retrieval.

Knowledge Retrieval

Query ingested knowledge bases via hybrid search (semantic + keyword) with source-cited answers.

Agent Workflows

Build multi-step agentic workflows in a canvas UI that call RAG, APIs, and external tools in sequence.

Research & KnowledgeInfrastructure & Opsragdocument-parsingknowledge-basemcp-serveragent-ragself-hosteddeep-doc
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ragflow
Open-source RAG engine with deep document parsing (tables, charts, images) and an official MCP server. Deploy via Docker, call via REST API. 80k GitHub stars.
fields
nameRAGFlow
providerInfiniFlow
urlhttps://ragflow.io/docs/dev
categoriesresearch · infrastructure
accessapi · mcp
authapiKey
streamingfalse
pushfalse
verifiedtrue
tagsrag, document-parsing, knowledge-base, mcp-server, agent-rag, self-hosted, deep-doc
skills
deep-document-parseDeep Document ParseParse complex documents — tables, charts, multi-column …
knowledge-retrievalKnowledge RetrievalQuery ingested knowledge bases via hybrid search (seman…
agent-workflowsAgent WorkflowsBuild multi-step agentic workflows in a canvas UI that …
→ https://ragflow.io/docs/dev