REDDIT · REDDIT// 32d agoOPENSOURCE RELEASE

SurfSense brings NotebookLM-style RAG to teams

SurfSense is an open-source, self-hostable alternative to NotebookLM for teams that connects LLMs to internal knowledge sources and adds real-time collaborative chat, citations, and broad connector support. The project already spans 25+ connectors, 100+ model backends via LiteLLM/OpenAI-compatible APIs, browser capture, and Docker-based deployment.

// ANALYSIS

This looks less like a simple NotebookLM clone and more like an ambitious open-source research workspace for teams that want model flexibility and data control.

–The GitHub repo already shows strong early traction, with 13k+ stars despite the project still being in beta
–Hybrid retrieval, cited answers, and a long connector list push it toward enterprise search and team RAG, not just personal note chat
–Realtime collaboration, comments, and RBAC are meaningful differentiators for teams comparing it with NotebookLM-style tools
–The flip side is complexity: deep agents, many integrations, and broad model support are powerful, but they also raise the bar for reliability and production readiness

// TAGS

surfsenseopen-sourceragagentsearchself-hosted

DISCOVERED

32d ago

2026-03-11

PUBLISHED

33d ago

2026-03-10

RELEVANCE

8/ 10

AUTHOR

Uiqueblhats