AI assistant for technical documentation

AI assistant for technical documentation

Connect to your docs and deploy AI search in minutes. Trusted by 200+ developer tools to power AI search incl. Docker, ClickHouse and Sentry.

Connect to your docs and deploy AI search in minutes. Trusted by 200+ developer tools to power AI search incl. Docker, ClickHouse and Sentry.

Developer

Ask kapa.ai

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Technical leaders deploy and trust kapa.ai

M+

Questions answered

by kapa.ai

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Technical leaders deploy and trust kapa.ai

M+

Questions answered by kapa.ai

+

Technical leaders deploy and trust kapa.ai

M+

Questions answered

by kapa.ai

See how leading dev-tools implement AI search

Explore 200+ documentation sites with kapa.ai live

Built for technical teams with complex products

Battle-tested accuracy

The same trusted answer engine powering 200+ external deployments.

Built for complex products

Designed specifically for developer products to handle complexity.

Automated content refresh

Pre-built connectors to that automatically crawl your docs.

Deploy on any docs site

Deploy on any documentation site with a 1-line script tag

Deep thinking mode

Advanced features incl. deep thinking mode to handle complex queries

Customize to your brand

Style the widget to match your theme or build on the SDK/API

See how the best technical companies in the world are using kapa.ai

  • How Docker built AI docs chat that serves 13 million developers

    +k

    AI-resolved queries per month

    /7

    Global coverage since always on

    Week

    From idea to production-ready AI

    Scott Johnston

    CEO of Docker

    "To help developers quickly find answers to Docker questions, we launched Docker Docs AI powered by kapa.ai"

  • How Monday.com scaled AI chat to 100,000+ customers

    x

    Increased engagement

    min

    Saved per question

    +k

    Devs supported

    Daniel Hai

    AI & API Product Manager

    "Engineers looking at your API might churn by the time they hear back from support. Kapa.ai gives them answers in real-time instead."

  • How Redpanda 5x'd user engagement with AI chat

    x

    Monthly usage growth

    %

    AI answer certainty

    Award

    Winning AI Docs

    Joyce Fee

    Senior Manager at Redpanda

    "It's an easy sell because the value is irrefutable. Kapa.ai provides instant context-aware responses, enabling developers to quickly integrate Redpanda and accelerate product adoption.

  • How Mapbox reduced support tickets by 20% with AI everywhere

    +

    Questions Answered

    %

    Fewer Support Tickets

    %

    Growth in AI Usage

    David Schroeder

    Senior Manager, Technical Support Engineering at Mapbox

    “It can take years for a support engineer to know the ins and outs of Mapbox, but Kapa now helps them become specialists in weeks.

Frequently asked questions

What’s the best AI assistant for documentation?

Look for cited answers, version awareness, easy deployment options, and coverage/deflection analytics. Kapa.ai is built specifically for technical documentation and includes all four.

How do I add AI search / a chatbot to my documentation?

Drop in a small script (or plugin), connect your doc source(s), let Kapa index, then embed the widget in your docs/help center. Most teams go live in minutes.

What documentation sites and platforms are supported?

Docusaurus, MkDocs, Sphinx, Read the Docs, GitBook, Mintlify, Next.js/Nextra, WordPress, Webflow, Framer—and help centers like Zendesk Guide, Freshdesk, and Salesforce Service Cloud. Full list and setup guides: docs.kapa.ai/integrations.

Who uses the Kapa documentation assistant?

200+ companies and OSS projects, including Docker, Sentry, CircleCI, Monday.com, n8n, Mixpanel, Amplitude, Temporal, and Apache Superset.

How do I configure sources?

Add sources in the Kapa dashboard (website/sitemap, Markdown/MDX, PDFs, Confluence, repos, and more). We handle crawling, parsing, and scheduled re‑indexing. Learn more: docs.kapa.ai/data-sources/overview.

Does the documentation chatbot show citations and deep links?

Yes - every answer includes citations and deep links to the exact page/heading or code example it used.

Can it handle versioned docs (v1/v2, beta, etc.)?

Yes - map versions by URL path or tag so the assistant answers with the correct version using the Source Group feature on the kapa platform.

Does it work with our help center to deflect tickets?

Yes - embed the assistant in your docs/help center (e.g., Zendesk, Freshdesk, Salesforce) and track deflection and first‑contact resolution with built‑in analytics.

Can Kapa show analytics to find gaps in our documentation?

Yes - coverage analytics highlight top unanswered questions, low-confidence answers, and source usage so your team can fix gaps or create new docs. You can push items into your backlog/PR workflow.

It's 2025. Your users expect AI search on docs.

Join 200+ technical companies already using kapa.ai to power their documentation AI search.