
onyx
Open Source AI Platform - AI Chat with advanced features that works with every LLM
The Lens
By Erik Loyd, SaaS CEO and former COO/CFO of an AWS Premier Partner.
Updated Oct 2026
Onyx is a self-hosted ChatGPT that knows your company. It indexes Slack, Google Drive, Confluence, Jira, GitHub, SharePoint and dozens more, then answers questions with citations back to the source, plus agents, deep research and web search. It works with any LLM, local ones included, and the Community Edition is MIT.
Self-hosting has two modes. Lite is a chat UI that runs in under 1 GB of memory but cannot index documents, and indexing is the whole point. Standard is the real thing: OpenSearch, background workers, model servers, Redis and Postgres, with a minimum of 4 vCPU and 10 GB of RAM. Install is one script; keeping the index healthy is ongoing work.
Business is $20/user/month billed annually or $25 monthly, on Onyx Cloud or self-hosted. It adds RBAC, permission inheritance, query history and usage dashboards. SAML SSO, SCIM and white-labeling are Enterprise, priced by quote. Solo and small teams sharing the same docs: free. Anyone with sensitive docs: Business.
The catch: this app holds every credential you connect, and 2026 brought a run of authorization bugs, including a critical one that leaked other users' OAuth tokens. Patch promptly. Open WebUI is lighter if you only need chat.
Free vs Self-Hosted vs Paid
open coreFree: Community Edition under MIT: chat and search UI, agentic RAG over 50+ connectors (Slack, Google Drive, Confluence, Jira, GitHub, SharePoint, Notion and more), custom agents, actions via MCP and OpenAPI, web search, deep research, code sandbox, artifacts, voice mode, and any LLM provider including local models. Onyx Cloud offers a 2-week free trial with no credit card, not a free plan.
Self-hosted: Docker, Kubernetes, Helm or Terraform, with a one-line install script. Lite mode needs 2 vCPU and 2 GB RAM minimum (under 1 GB at baseline) but cannot index documents. Standard runs OpenSearch, background workers, indexing and inference model servers, Postgres, Redis and blob storage: 4 vCPU and 10 GB RAM minimum, 8+ vCPU and 16+ GB preferred, and disk of 32 GB plus about 2.5x your indexed data. Paid features on a self-hosted instance unlock with a locally validated license key, including air-gapped installs.
Paid: Business is $20/user/month billed annually or $25/user/month billed monthly, on Cloud or self-hosted. It adds document permission inheritance, RBAC, query history and usage dashboards, encryption of secrets, service account API keys and custom theming. Enterprise is custom pricing and adds OIDC/SAML SSO, SCIM group sync, full white-labeling, custom roles, usage limits, hook extensions, region-specific deployments and an SLA. The code for paid features lives in ee/ directories under the Onyx Enterprise License, which allows dev and testing use but not production without a subscription. You pay your LLM provider separately.
MIT core covers chat, search, agents and connectors. Permission-aware answers and RBAC need Business at $20/user/month annually ($25 monthly); SSO and SCIM are Enterprise by quote.
What to do by team size
- Solo
- free Community Edition; Lite if you only want chat, Standard if you want your docs indexed
- Small team
- free Community Edition when everyone can see the same documents
- Medium team
- Business at $20/user/month annually once document permissions or RBAC matter
- Large team
- Enterprise for SAML SSO, SCIM and an SLA; get a quote
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A low score is not a verdict on quality. Young and niche tools start low by design. How we calculate scores
Trust Signals
License: MIT License
Code under ee/ directories needs a paid license for production use.
Commercial use: ✓ Yes
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