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RAGFlow
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RAGFlow is an open-source RAG and agent platform with deep document parsing, hybrid retrieval, knowledge graphs, visual workflows, tools, and MCP. It aims to be an all-in-one knowledge plane. Strong candidate when document-heavy grounding is central (specs, estimates, invoices). For RAGFlow, treat autonomy claims as contingent on tool reliability, memory, and human gates; measure loop cost and recovery before promoting it from demo to production path.
Research inventory
9 tags · 51 out · 52 in · 3 artifacts · 0 gaps · 18 corpus docs
Catalog tags
- landscape.layer
- Agentic
- landscape.subcategory
- RAG
- license_tag
- Open Core
- maps.dm
- present
- maps.features
- 7
- one_liner
- RAG
- review.depth
- science
- slug
- ragflow
- title
- RAGFlow
Artifacts
- dm_map · present · technologies/ragflow/document-management.md
- features_map · present · technologies/ragflow/features.md
- readme · present · technologies/ragflow/README.md
Out · alternative_to
- doclingtechnology
- haystacktechnology
- llamaindextechnology
- markitdowntechnology
- minerutechnology
- paddleocrtechnology
- txtaitechnology
- unstructuredtechnology
Out · dm_axis
- affindadm_vendor · dm_vendor
- candice-aidm_vendor · dm_vendor
- docplacedm_vendor · dm_vendor
- docsumdm_vendor · dm_vendor
- docsumodm_vendor · dm_vendor
- docsynecxdm_vendor · dm_vendor
- docugamidm_vendor · dm_vendor
- document-onedm_vendor · dm_vendor
- docusafedm_vendor · dm_vendor
- docuvilledm_vendor · dm_vendor
- docuwaredm_vendor · dm_vendor
- dokkendm_vendor · dm_vendor
- doxsuitedm_vendor · dm_vendor
- egnytedm_vendor · dm_vendor
- eigenpaldm_vendor · dm_vendor
- eldocdm_vendor · dm_vendor
- eondocsdm_vendor · dm_vendor
- extenddm_vendor · dm_vendor
- hypersciencedm_vendor · dm_vendor
- instabasedm_vendor · dm_vendor
- klearstackdm_vendor · dm_vendor
- kodoridm_vendor · dm_vendor
- kortodm_vendor · dm_vendor
- laserfichedm_vendor · dm_vendor
- m-filesdm_vendor · dm_vendor
- mindeedm_vendor · dm_vendor
- mps-docsdm_vendor · dm_vendor
- nectaindm_vendor · dm_vendor
- nuriedm_vendor · dm_vendor
- paperofficedm_vendor · dm_vendor
- parsewisedm_vendor · dm_vendor
- reductodm_vendor · dm_vendor
- revverdm_vendor · dm_vendor
- rossumdm_vendor · dm_vendor
- unsiloed-aidm_vendor · dm_vendor
- vertesiadm_vendor · dm_vendor
Out · maps_to
- citationsfeature
- company-ontologyfeature
- knowledge-grounding-ragfeature
- os-company-model-memoryfeature
- r2-35-context-engineeringfeature
- shadow-schemafeature
- wt-data-contextfeature
In · alternative_to
- doclingtechnology
- haystacktechnology
- llamaindextechnology
- markitdowntechnology
- minerutechnology
- paddleocrtechnology
- txtaitechnology
- unstructuredtechnology
In · dm_axis
- affindadm_vendor · technology
- candice-aidm_vendor · technology
- docplacedm_vendor · technology
- docsumdm_vendor · technology
- docsumodm_vendor · technology
- docsynecxdm_vendor · technology
- docugamidm_vendor · technology
- document-onedm_vendor · technology
- docusafedm_vendor · technology
- docuvilledm_vendor · technology
- docuwaredm_vendor · technology
- dokkendm_vendor · technology
- doxsuitedm_vendor · technology
- egnytedm_vendor · technology
- eigenpaldm_vendor · technology
- eldocdm_vendor · technology
- eondocsdm_vendor · technology
- extenddm_vendor · technology
- hypersciencedm_vendor · technology
- instabasedm_vendor · technology
- klearstackdm_vendor · technology
- kodoridm_vendor · technology
- kortodm_vendor · technology
- laserfichedm_vendor · technology
- m-filesdm_vendor · technology
- mindeedm_vendor · technology
- mps-docsdm_vendor · technology
- nectaindm_vendor · technology
- nuriedm_vendor · technology
- paperofficedm_vendor · technology
- parsewisedm_vendor · technology
- reductodm_vendor · technology
- revverdm_vendor · technology
- rossumdm_vendor · technology
- unsiloed-aidm_vendor · technology
- vertesiadm_vendor · technology
In · in_stack
- agentic-ragstack · alternative_slot
In · maps_to
- citationsfeature
- company-ontologyfeature
- knowledge-grounding-ragfeature
- os-company-model-memoryfeature
- r2-35-context-engineeringfeature
- shadow-schemafeature
- wt-data-contextfeature
Corpus tags
- category
- Agentic → RAG
- dedication
- open-core
- feature
- citationscompany-ontologyknowledge-grounding-ragos-company-model-memoryr2-35-context-engineeringshadow-schemawt-data-context
- kind
- map_edgetech_featurestech_quotetech_readme
- needs_deepen
- false
- quality
- ok
- slug
- ragflow
- source_id
- ragas-contrastragflow-docsragflow-github
- technology
- ragflow
Corpus documents (18)
map_edge · 7
- ragflow → citations
- ragflow → company-ontology
- ragflow → knowledge-grounding-rag
- ragflow → os-company-model-memory
- ragflow → r2-35-context-engineering
- ragflow → shadow-schema
- ragflow → wt-data-context
tech_features · 1
- RAGFlow · features
tech_quote · 9
- RAGFlow · ragas-contrast
- RAGFlow · ragas-contrast
- RAGFlow · ragas-contrast
- RAGFlow · ragflow-docs
- RAGFlow · ragflow-docs
- RAGFlow · ragflow-docs
- RAGFlow · ragflow-github
- RAGFlow · ragflow-github
- … +1 more
tech_readme · 1
- RAGFlow