As large language models (LLMs) become integral in processing and generating content, ensuring they access and interpret your website accurately is crucial. Traditional HTML structures, laden with navigation menus, advertisements, and scripts, can hinder LLMs from efficiently extracting meaningful information.
Implementing an llms.txt file addresses this challenge by providing a streamlined, LLM-friendly version of your site's content.
llms.txt?An llms.txt file is a standardized Markdown file placed at the root of your website (/llms.txt). It gives LLMs clear and organised information about your site, helping them understand and use your content better.
llms.txtllms.txtAn effective llms.txt file includes:
Here is a mock example of the format:
# Title> Optional description goes hereOptional details go here## Section name- [Link title](https://link_url): Optional link details## Optional- [Link title](https://link_url)
Figure: Mock example of llms.txt format
Note that the "Optional" section has a special meaning - if it's included, the URLs provided there can be skipped if a shorter context is needed. Use it for secondary information which can often be skipped.
Here is what a cut down version of a llm.txt looks like:
# FastHTML> FastHTML is a python library which brings together Starlette, Uvicorn, HTMX, and fastcore's `FT` "FastTags" into a library for creating server-rendered hypermedia applications.Important notes:- Although parts of its API are inspired by FastAPI, it is *not* compatible with FastAPI syntax and is not targeted at creating API services- FastHTML is compatible with JS-native web components and any vanilla JS library, but not with React, Vue, or Svelte.## Docs- [FastHTML quick start](https://answerdotai.github.io/fasthtml/tutorials/quickstart_for_web_devs.html.md): A brief overview of many FastHTML features- [HTMX reference](https://raw.githubusercontent.com/path/reference.md): Brief description of all HTMX attributes, CSS classes, headers, events, extensions, js lib methods, and config options## Examples- [Todo list application](https://raw.githubusercontent.com/path/adv_app.py): Detailed walk-thru of a complete CRUD app in FastHTML showing idiomatic use of FastHTML and HTMX patterns.## Optional- [Starlette full documentation](https://gist.githubusercontent.com/path/starlette-sml.md): A subset of the Starlette documentation useful for FastHTML development.
Figure: Excerpt of an in-use llms.txt
Here are a few directories that list the llms.txt files available on the web:
Various tools and plugins are available to help integrate the llms.txt specification into your workflow: