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.
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Developer
Ask kapa.ai
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
+
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.”
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.”
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.”
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
Who uses the Kapa documentation assistant?
200+ companies and OSS projects, including Docker, Sentry, CircleCI, Monday.com, n8n, Mixpanel, Amplitude, Temporal, and Apache Superset.
Who uses the Kapa documentation assistant?
200+ companies and OSS projects, including Docker, Sentry, CircleCI, Monday.com, n8n, Mixpanel, Amplitude, Temporal, and Apache Superset.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.