Searchparallel queries
Verifyadversarial checks
Citelinked sources
Deep Research
Multi-round search, adversarial verification, and a cited report at the end.
Self-hosted AI chat with deep research, a Python sandbox, knowledge bases, and team workspaces. One command to deploy.
Bring the models you already use.
Deep Research, sandboxed execution, hybrid retrieval, team workspaces, and a full admin console ship in one Docker Compose deploy.
Multi-round search, adversarial verification, and a cited report at the end.
Model-written code runs in Docker and hands back charts, files, and data.
Dense plus keyword retrieval, with OCR for scanned PDFs.
Anthropic, OpenAI, Gemini, and any OpenAI-compatible endpoint.
Shared spaces where a team researches together.
Models, quotas, usage, and backups in one admin console. Your keys never leave.
Postgres, Redis, Qdrant, and the sandbox come up with it.