Today websites are not just used to provide information to people, but they are also used to provide information to large language models. For instance, language models are often used to enhance development environments used by coders.
@jeremyphoward
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llms.txt Proposal: Website, Parsers, and Editor Integration
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We're providing a website with details of the proposal, & javascript and python parsers. There's also an example of how to incorporate llms.txt into an editor–rather than weight into the emacs vs vim vs vscode wars, we picked ed, the standard text editor
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Answer.ai proposes /llms.txt standard for LLM-friendly content
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Today @answerdotai is proposing `/llms.txt`. This is a file you can use to tell models where to find LLM-friendly content for your website. It provides background information, along with links to markdown files providing more detailed information.
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FastHTML Lambda Integration Sample from AWS
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New sample from @awscloud showing how to use FastHTML with Lambda! 😀 https://
github.com/awslabs/aws-la
mbda-web-adapter/tree/main/examples/fasthtml-response-streaming
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Group Behavior and Social Systems Matter More Than Individual Focus
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These seem largely individualistically and intellectually focused. Which are certainly interesting — but I think the behavior of groups and of people within groups is often more important. E.g sociology, economics, anthropology, …
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LLMs Training on Book Summaries and Study Materials
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LLMs would *already* have trained on stuff like this for major books, since they would have seen 2 page summaries, 'Cliff's Notes', chapter summaries, etc.
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Hierarchical Document Summarization: Multi-Level Abstraction Strategy
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So you could have, say, 4 versions of a long document, with the top being a single 2000 word summary. The next would be 4 x 2000 word chunks summarising each major section. The next would be 16 x 2000 word chunks summarising each chapter, …
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LLMs Recursive Summarization Capabilities and Limitations
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That's an interesting hypothesis! What do you think of this counter-point: AI systems today can get very close to your idea in training, by using an LLM to recursively summarise a long document.
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Free Fast.ai Machine Learning Course Part 2 Available Online
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…and if you too want to take this course, it's available for free here: https://
course.fast.ai/Lessons/part2.
html
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ghapi Overview Featured on Official GitHub Blog
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Here's an overview of ghapi on the official GitHub blog: