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

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