Rabbit HoleAI search you can self-host

Perplexity-style search over the web (Tavily), Wikipedia, and your own ingested files. Plug in your LLM key, run it yourself.

Get Started

Reference

Agentic Search Chat

Multi-step tool-calling agent searches the web (Tavily), Wikipedia, and your ingested corpus — then synthesizes a cited answer.

File & Media Ingestion

Upload PDFs, docs, audio, and video via the bundled job processor. Files get parsed/transcribed and embedded into a pgvector corpus the agent can search (ingest→embed pipeline landing — see issue

Deep Research

Launch a multi-step research job — scope a topic into dimensions, search each one, evaluate coverage, and stream a cited report with a table of contents.

rh CLI

The @protolabsai/rabbit-hole-cli (bin rh) exposes search, research, ingest, and status commands. Designed to be shelled out to by fleet agents.

BYOK & Self-host

Apache 2.0 docker-compose stack. Bring your own LLM key, optionally point at SearXNG for self-hosted meta-search. No subscription.

Documentation Structure

Docs follow the Diátaxis framework.

	Learning-oriented	Task-oriented
Practical	Tutorials — guided first steps	How-to Guides — task recipes
Theoretical	Explanation — design decisions	Reference — complete spec