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RAGFlow vs WeKnora: catalog facts
RAGFlow	WeKnora
Free Free and open source to self-host.	Free Free to self-host from the public repository.
Web, Self-hosted	Self-hosted
Ingestion pipeline for many document and data formats Hybrid vector and full-text search with re-ranking	RAG search, agent and wiki modes over the same knowledge bases Syncs from Confluence, GitLab, Notion, Feishu and other sources
Server setup is more involved than a desktop chat app Geared toward teams and organisations more than individuals	Repository license is not clearly identified as OSI-approved Aimed at team deployments, so setup is heavier than a desktop app
Self-hosted	Self-hosted
Open source	Closed source
License not stated	License not stated
Not stated if an account is needed	Not stated if an account is needed
Not stated if it works offline	Not stated if it works offline
Official website Full listing and sources Checked September 23, 2026	Official website Full listing and sources Checked October 2, 2026

Catalog facts only. Anything “not stated” is unconfirmed. Check full listings for details.