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* remove title for slack * initial working code * simplification * improvements * name change to information_content_model * avoid boost_score > 1.0 * nit * EL comments and improvements Improvements: - proper import of information content model from cache or HF - warm up for information content model Other: - EL PR review comments * nit * requirements version update * fixed docker file * new home for model_server configs * default off * small updates * YS comments - pt 1 * renaming to chunk_boost & chunk table def * saving and deleting chunk stats in new table * saving and updating chunk stats * improved dict score update * create columns for individual boost factors * RK comments * Update migration * manual import reordering
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Open Source Gen-AI + Enterprise Search.
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.
Feature Highlights
Deep research over your team's knowledge:
Use Onyx as a secure AI Chat with any LLM:
Easily set up connectors to your apps:
Access Onyx where your team already works:
Deployment
To try it out for free and get started in seconds, check out Onyx Cloud.
Onyx can also be run locally (even on a laptop) or deployed on a virtual machine with a single
docker compose command. Checkout our docs to learn more.
We also have built-in support for high-availability/scalable deployment on Kubernetes. References here.
🔍 Other Notable Benefits of Onyx
- 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.
🚧 Roadmap
- 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
🔌 Connectors
Keep knowledge and access up to sync across 40+ connectors:
- Google Drive
- Confluence
- Slack
- Gmail
- Salesforce
- Microsoft Sharepoint
- Github
- Jira
- Zendesk
- Gong
- Microsoft Teams
- Dropbox
- Local Files
- Websites
- And more ...
See the full list here.
📚 Licensing
There are two editions of Onyx:
- Onyx Community Edition (CE) is available freely under the MIT Expat license. Simply follow the Deployment guide above.
- Onyx Enterprise Edition (EE) includes extra features that are primarily useful for larger organizations. For feature details, check out our website.
To try the Onyx Enterprise Edition:
- Checkout Onyx Cloud.
- For self-hosting the Enterprise Edition, contact us at founders@onyx.app or book a call with us on our Cal.
💡 Contributing
Looking to contribute? Please check out the Contribution Guide for more details.