{"ok":true,"site":{"host":"docs.kapa.ai","url":"https://docs.kapa.ai/","type":"live","desc":"If you are building agents, most of them need access to knowledge to do their job. Kapa is the agentic retrieval you build them on: it indexes your unstructured knowledge, documentation sites, PDFs,…","tools":[{"name":"search_kapa_ai_knowledge_sources","kind":"answer","impl":"imperative","description":"Perform semantic retrieval over the documentation and other knowledge sources of kapa.ai and return the most relevant chunks for a given query. A \"chunk\" is a short, self-contained snippet of text taken from a single page or item within these sources (for example, part of a documentation page) and includes its source URL and markdown content. Chunks are returned in descending order of relevance to the query, and the tool always returns a fixed number of chunks (top-k). If the knowledge sources do not contain information relevant to the query, the returned chunks may be only weakly related or entirely unrelated. Use this tool anytime you need information about kapa.ai. Calls are protected by a human verification check. If a call returns \"Human verification required\", follow the steps in that result.","annotations":{"readOnlyHint":true,"untrustedContentHint":true},"inputSchema":{"type":"object","properties":{"query":{"type":"string","description":"A single, well-formed natural-language query. Must be a complete sentence."}},"required":["query"]},"hasHandler":true,"hasExecute":true,"__source":"spec","executable":true,"handlerField":"execute","page":"/","pages":["/","/blog","/account/","/analytics/","/customizing","/account/authentication"]}],"category":"AI & Agents","favicon":"/favicons/docs.kapa.ai.png","apiSurface":"spec","toolCount":1}}