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RAGFlow

by InfiniFlow

Verified

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.

Access
APIMCP
Auth
API Key
Skills
3

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
officialfalse
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