Consuming the Documentation with LLMs

The Immuta documentation site makes processing and ingesting site content more efficient for LLMs in the following ways:

• Markdown versions available: Access the plain text version of any page of the documentation site by appending .md to the end of the URL. For example, this page's plain text version can be found at https://documentation.immuta.com/saas/configuration/work-with-llms.md. This allows you to copy and paste the plain text of a documentation page into your LLM, which is easier for it to parse than HTML.

• Plain text of full site: All the content of the documentation site in Markdown format is hosted at llms-full.txt for LLM ingestion.

• llms.txt file: We host an llms.txt file that provides a list of our documentation pages and instructs LLMs how to retrieve the plain text versions of those pages, which is useful if you want to limit the scope of the ingestion to particular topics.

• MCP server: The MCP server lets agents access documentation pages directly. This gives them a direct path to documentation content when answering questions about the Immuta product. Add this MCP server URL (https://documentation.immuta.com/saas/~gitbook/mcp) to your agent service.