Update README.md

README.md

@@ -20,4 +20,32 @@ configs:
   data_files:
   - split: train
     path: data/train-*
+license: cc0-1.0
 ---
+
+## 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](https://www.kaggle.com/code/mrisdal/generate-a-dataset-of-llms-txt-files) 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 <a href="https://unsplash.com/@solenfeyissa?utm_content=creditCopyText&utm_medium=referral&utm_source=unsplash">Solen Feyissa</a> on <a href="https://unsplash.com/photos/a-person-holding-a-cell-phone-in-their-hand-hWSNT_Pp4x4?utm_content=creditCopyText&utm_medium=referral&utm_source=unsplash">Unsplash</a>