Onyx

Self-hosted application layer for LLMs with chat, RAG, web search, code execution, and agents.

Open SourceSelf HostedOffline Capable
0.0 (0)

About

Onyx is an open source application layer for LLMs that teams self-host as a full chat workspace. The interface supports agentic retrieval-augmented generation over connected knowledge, multi-step deep research, custom agents with their own instructions and knowledge, and web search through providers such as Serper, Google PSE, Brave, and SearXNG, plus sandboxed code execution, document generation, and a voice mode. More than 50 indexing connectors ingest sources out of the box, with additional integrations available through the Model Context Protocol. It connects to most LLM backends, from self-hosted Ollama, vLLM, and LiteLLM to OpenAI, Anthropic, and Gemini. Deployments range from Onyx Lite, a lightweight chat and agents build that runs in under 1 GB of memory, to the full stack with vector and keyword indexing, background workers, Redis, and MinIO, installable via Docker, Kubernetes, Helm, or Terraform. The Community Edition is MIT licensed, and an Enterprise Edition serves larger organizations.

Should you use Onyx?

Pick it when

Pick Onyx when a company wants one self-hosted assistant over many internal sources through 50+ built-in connectors, with agents, deep research, and web search, and someone on staff can run Docker, Kubernetes, or Helm.

Look elsewhere when

Skip it if one person just wants to chat with a folder of files; the full stack brings Redis, MinIO, and workers, and AnythingLLM or Open WebUI are lighter. Onyx Lite trims it down to chat and agents.

Alternatives to Onyx

  • AnythingLLM

    Desktop app or a single Docker container with workspaces, far easier for a small team, but not built around syncing dozens of company sources the way Onyx is.

  • Open WebUI

    Lighter multi-user chat UI with RAG over uploaded documents, good for general chat, rather than continuous indexing of company sources through connectors.

  • Khoj

    Personal-scale assistant with Obsidian, Emacs, and phone clients plus automations, suited to individuals more than org-wide search, and AGPL-3.0.

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