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Onyx

Open-source AI chat and enterprise search over your company's knowledge.

coding#open-source#enterprise-search#rag#self-hosted
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Toolglade’s take

Onyx is one of the strongest open-source options in enterprise search, and its MIT license, 40+ connectors, and model-agnostic design make it genuinely appealing for teams that want data control without vendor lock-in. The honest tradeoff is that self-hosting requires engineering effort to deploy and maintain; teams wanting turnkey simplicity may prefer the paid cloud. Verify current cloud pricing with Onyx.

About Onyx

Onyx (formerly Danswer) is an open-source, MIT-licensed enterprise search and AI assistant that connects to 40+ workplace apps and answers questions in natural language over internal knowledge. It is model-agnostic, works with any LLM, and can be self-hosted for free or run as a managed cloud service priced per user. It appeals to security-conscious, engineering-capable teams that want data control and no vendor lock-in.

Onyx, previously known as Danswer, is an open-source AI chat and enterprise search platform that lets organizations ask questions in natural language across their internal documents, apps, and workflows. It ships with 40+ connectors (including tools like Microsoft Teams, Slack, Confluence, and Google Drive) and a model-agnostic architecture that works with essentially any LLM, so teams can pick their provider and keep control of their data. Because it is MIT-licensed and open-source, Onyx can be self-hosted at no software cost, giving organizations data residency, granular access controls, and the ability to customize connectors and behavior. This makes it especially attractive to security-conscious teams that want an alternative to closed enterprise-search SaaS. For teams that prefer not to run infrastructure, Onyx also offers a managed cloud option priced per user. Onyx emerged from Y Combinator (W24) and has grown a substantial open-source following on GitHub. It occupies the intersection of enterprise search, internal knowledge assistants, and open, self-hostable AI tooling, and is a strong fit for engineering-capable teams that value flexibility and control over turnkey simplicity.

TL;DR

Onyx (formerly Danswer) is an open-source, MIT-licensed enterprise search and AI assistant that connects to 40+ workplace apps and answers questions over internal knowledge. It is model-agnostic and can be self-hosted for free or run as managed cloud from around $20/user/month. It suits engineering-capable, security-conscious teams that want data control, but self-hosting requires operational effort. It came out of Y Combinator (W24).

Company overview

Onyx, formerly Danswer, is a San Francisco-based company building an open-source AI search and assistant platform. Launched in 2023 and part of Y Combinator's W24 batch, it has grown a large open-source community on GitHub.

The project balances a free, self-hostable MIT-licensed core with a paid managed cloud, following a common open-core commercial model. Public sources place it in the small-team stage with an estimated enterprise value in the tens of millions; treat such figures as approximate.

Product features

Onyx offers natural-language search and AI chat over internal knowledge, 40+ connectors, model-agnostic LLM support, granular access controls, custom assistants, and data-residency options. It can be self-hosted via Docker/Kubernetes or consumed as managed cloud.

Because it is open-source, teams can customize connectors, control their data, and choose their own models, which is a core differentiator against closed enterprise-search SaaS.

Target market

Engineering-capable, security- and privacy-conscious organizations that want a customizable, self-hostable enterprise search and internal knowledge assistant with no vendor lock-in.

Buyer personas

End users

Employees across a company searching internal docs and apps via natural language.

Buyers

Engineering leaders, IT, and heads of internal tooling choosing an enterprise search solution.

Key influencers

Security, compliance, and platform teams who value open-source and data residency.

Ideal customer profile

A security-conscious, engineering-capable organization that wants customizable, self-hostable enterprise search over internal knowledge and prefers open-source flexibility to closed SaaS.

Funding & performance

Onyx (Danswer) participated in Y Combinator's W24 batch. Beyond YC backing, no large disclosed venture rounds were confirmed at the time of writing; public trackers list it as an early-stage company. Verify funding details with primary sources.

Pros & cons

Pros

  • Open-source and MIT-licensed with free self-hosting
  • 40+ connectors to common workplace apps
  • Model-agnostic, works with any LLM
  • Granular access controls and data residency
  • Active GitHub community and rapid development
  • Managed cloud option for teams that prefer no ops

Cons

  • Self-hosting requires engineering effort to deploy and maintain
  • Less polished onboarding than turnkey SaaS
  • No native mobile app
  • Advanced/enterprise features may need the paid tier
  • Support for self-hosters is community-driven
  • Keeping connectors and models updated is on your team

Pricing plans

Self-Hosted (Open Source)
$0
  • MIT-licensed
  • 40+ connectors
  • Model-agnostic
  • Full data control
  • Community support
Cloud
~$20 / month
  • Managed hosting
  • Per-user pricing
  • Connectors and access controls
  • Vendor-maintained updates
Enterprise
Custom
  • Advanced security
  • SSO and admin controls
  • Priority support
  • Custom terms

Key features

API
Team collaboration
Self-hosted
Multi-language
Integrations
Slack, Microsoft Teams, Confluence, Google Drive, Notion, GitHub
Input types
text, documents
Output types
text
Best For
self-hosted enterprise search, internal knowledge assistants, data-sovereignty use cases, open-source AI deployments

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Frequently asked questions

Is Onyx really free?+

The self-hosted, MIT-licensed version is free to use; you only pay for your own infrastructure and LLM API costs. Onyx also offers a paid managed cloud, reported to start around $20 per user per month.

What was Onyx called before?+

Onyx was formerly known as Danswer. It rebranded to Onyx while continuing as an open-source enterprise search and AI assistant platform.

Which LLMs does Onyx support?+

Onyx is model-agnostic and works with essentially any LLM provider, so teams can choose their own model and keep control of their data.

How many integrations does Onyx have?+

Onyx ships with 40+ connectors to common workplace tools such as Slack, Microsoft Teams, Confluence, Google Drive, Notion, and GitHub.

Do I need engineers to run Onyx?+

For self-hosting, yes, deploying and maintaining Onyx requires engineering capability. Teams that prefer no operations can use the managed Onyx Cloud instead.

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