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Introduction |
Onyx Overview |
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Onyx (formerly Danswer) is the AI platform connected to your company's docs, apps, and people. Onyx provides a feature rich Chat interface and plugs into any LLM of your choice. Keep knowledge and access controls sync-ed across over 40 connectors like Google Drive, Slack, Confluence, Salesforce, etc. Create custom AI agents with unique prompts, knowledge, and actions that the agents can take. Onyx can be deployed securely anywhere and for any scale - on a laptop, on-premise, or to cloud.
<iframe width="800" height="450" src="https://www.youtube.com/embed/drvC0fWG4hE?controls=1&modestbranding=1&showinfo=0&start=0&rel=0" title="Onyx Agent Search" frameBorder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; fullscreen;" allowfullscreen ></iframe>See LLM configuration options here
<iframe width="800" height="450" src="https://www.youtube.com/embed/dgfa4MexSxY?controls=1&modestbranding=1&showinfo=0&start=0&rel=0" title="Onyx AI Chat" frameBorder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; fullscreen;" allowfullscreen ></iframe>Check out all of the connectors here
Set up Onyx Bot in Slack, directions here
- Custom deep learning models for indexing and inference time, only through Onyx + learning from user feedback.
- Flexible security features like SSO (OIDC/SAML/OAuth2), RBAC, encryption of credentials, etc.
- Knowledge curation features like document-sets, query history, usage analytics, etc.
- Scalable deployment options tested up to many tens of thousands users and hundreds of millions of documents.
- New methods in information retrieval (StructRAG, LightGraphRAG, etc.)
- Personalized Search
- Organizational understanding and ability to locate and suggest experts from your team.
- Code Search
- SQL and Structured Query Language
Onyx can also be run locally (even on a laptop) or deployed on a virtual machine with a single
docker compose
command. Visit the quickstart page to learn more.
Onyx also has built-in support for high-availability/scalable deployment on Kubernetes. Kubernetes manifests and helm charts are available here.