Entries tagged ai, rag

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Exploring GPTs: ChatGPT in a trench coat?

The biggest announcement from last week’s OpenAI DevDay (and there were a LOT of announcements) was GPTs. Users of ChatGPT Plus can now create their own, custom GPT chat bots that other Plus subscribers can then talk to.

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3:39 pm / 15th November 2023 / projects, ai, generativeai, chatgpt, llms, codeinterpreter, rag

Embeddings: What they are and why they matter

Embeddings are a really neat trick that often come wrapped in a pile of intimidating jargon.

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1:36 pm / 23rd October 2023 / ai, generativeai, embeddings, llm, annotatedtalks, rag

LLM now provides tools for working with embeddings

LLM is my Python library and command-line tool for working with language models. I just released LLM 0.9 with a new set of features that extend LLM to provide tools for working with embeddings.

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8:32 pm / 4th September 2023 / opensource, projects, sqlite, ai, generativeai, llms, embeddings, llm, rag

Making Large Language Models work for you

I gave an invited keynote at WordCamp 2023 in National Harbor, Maryland on Friday.

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2:35 pm / 27th August 2023 / speaking, wordpress, ai, generativeai, llms, llm, annotatedtalks, rag

How to implement Q&A against your documentation with GPT3, embeddings and Datasette

If you’ve spent any time with GPT-3 or ChatGPT, you’ve likely thought about how useful it would be if you could point them at a specific, current collection of text or documentation and have it use that as part of its input for answering questions.

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11:47 pm / 13th January 2023 / projects, search, sqlite, ai, datasette, gpt3, generativeai, vectorsearch, llms, embeddings, rag

Simon Willison’s Weblog