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llmstxt.org
llms.txt
https://llmstxt.org/llms.txt
# llms.txt > A proposal that those interested in providing LLM-friendly content add a /llms.txt file to their site. This is a markdown file that provides brief background information and guidance, along with links to markdown files providing more detailed information. ## Docs - [llms.txt proposal](https://llmstxt.or...
claude.com
llms.txt
https://claude.com/llms.txt
# Claude Claude is an AI assistant created by Anthropic that can help with a wide variety of tasks including analysis, writing, math, coding, creative projects, and thoughtful conversation. Available through the web, mobile apps, API, and enterprise solutions for businesses of all sizes. ## Products - [Product overv...
docs.perplexity.ai
llms.txt
https://docs.perplexity.ai/llms.txt
# Perplexity ## Docs - [Create Agent Response](https://docs.perplexity.ai/api-reference/agent-post.md): Generate a response for the provided input with optional web search and reasoning. - [Get Async Chat Completion](https://docs.perplexity.ai/api-reference/async-sonar-api-request-get.md): Retrieve the response for a...
docs.perplexity.ai
llms-full.txt
https://docs.perplexity.ai/llms-full.txt
"# Create Agent Response\nSource: https://docs.perplexity.ai/api-reference/agent-post\n\npost /v1/ag(...TRUNCATED)
developers.cloudflare.com
llms.txt
https://developers.cloudflare.com/llms.txt
"# Cloudflare Developer Documentation\n\nExplore guides and tutorials to start building on Cloudflar(...TRUNCATED)
developers.cloudflare.com
llms-full.txt
https://developers.cloudflare.com/llms-full.txt
"---\ntitle: Argo Smart Routing\ndescription: Argo Smart Routing detects real-time network issues an(...TRUNCATED)
sdk.vercel.ai
llms.txt
https://sdk.vercel.ai/llms.txt
"// CONTRIBUTING GUIDE\n// https://github.com/vercel/ai/blob/main/contributing/add-new-tool-to-regis(...TRUNCATED)
cursor.com
llms.txt
https://cursor.com/llms.txt
"# Cursor Documentation\n\n## Get Started\n\n- https://cursor.com/docs.md\n- https://cursor.com/docs(...TRUNCATED)
elevenlabs.io
llms.txt
https://elevenlabs.io/docs/llms.txt
"# ElevenLabs Documentation\n\n## Docs\n\n- [ElevenLabs Documentation](https://elevenlabs.io/docs/ov(...TRUNCATED)
docs.cdp.coinbase.com
llms.txt
https://docs.cdp.coinbase.com/llms.txt
"# Coinbase Developer Documentation\n\n> Official documentation for building with Coinbase Developer(...TRUNCATED)
End of preview. Expand in Data Studio

Context & Motivation

https://llmstxt.org/ is a project from Answer.AI which proposes to "standardise on using an /llms.txt file to provide information to help LLMs use a website at inference time."

I've noticed many tool providers begin to offer /llms.txt files for their websites and documentation. This includes developer tools and platforms like Perplexity, Anthropic, Hugging Face, Vercel, and others.

I've also come across https://directory.llmstxt.cloud/, a directory of websites that have /llms.txt files which is curated by these folks: https://x.com/llmsdottxt. I thought it would be fun to use this awesome resource to collect all of the files into a single dataset. They're simply markdown files. This dataset can then be used to build cool applications.

Thank you to Answer.AI and Jeremy Howard, the providers that are adopting this standard, and the maintainers of https://directory.llmstxt.cloud/.

How this dataset was made

This is the notebook that fetches files that linked to from https://directory.llmstxt.cloud/ and uses the kagglehub Python client library to publish the resulting output as this dataset.

Inspiration

  • Give your LLM application access to this dataset to enhance its interactions with these tools, e.g., for code-generation tasks
  • Search and knowledge retrieval
  • Extract and summarize common developer tasks to generate novel benchmarks for LLM evaluation
  • Validate the correctness of the llms.txt files

Contributing

I'd love if anyone is interested in contributing to improving the notebook that extracts the llms.txt files. Leave a comment on this dataset or on the notebook. Feel free to also ping me with interesting demos or applications you create with this dataset.

Photo by Solen Feyissa on Unsplash

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