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SurfSense is what I recommend when your real goal is a NotebookLM-style experience for teams, not just personal chat. It connects to a ton of sources (Slack/Notion/GitHub/Gmail/web/docs), pulls context in, and answers with citations—plus it’s open-source and you can self-host it for privacy.
Pros
- +Open-source and self-hostable for privacy
- +Many connectors for team knowledge (docs, web pages, internal resources, etc.)
- +Gives cited answers based on the resources you provide
- +Good fit for a shared team knowledge base workflow
Cons
- -Requires setup/maintenance if you choose to self-host
- -Best value shows up when you have organized team documents and sources to connect
Featured in this video
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Available on Mehulmohan
External purchase
Highlights
- +Open-source and self-hostable for privacy
- +Many connectors for team knowledge (docs, web pages, internal resources, etc.)
- +Gives cited answers based on the resources you provide
Recommended by
Mehul Mohan