Tutorials

Each tutorial walks you through building something real on Kapa from start to finish: you pick one, follow the steps, and end with a working result. They assume you have completed Getting started, so a project with an indexed source already exists. Once your build is working, Tune retrieval size and Prompt for grounded answers show how to improve its answers.

Add knowledge base search to a LangChain agentGive a LangChain agent access to your documentation via a hosted MCP server

Add documentation search to your MCP serverServe documentation search from the MCP server you already ship

Connect internal knowledge to ChatGPT and ClaudeLet your team ask about company knowledge inside the assistant they already use