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Connor Shorten - Research Scientist, Weaviate - ChatGPT, LLMs, Form vs Meaning

Vector Podcast

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How to Use Large Language Models to Summarize Long Text

I'd really love to like dive into this topic of large language models and search. I have a few different dimensions of how I'm kind of thinking about these two things relating to each other but since I brought up prompting I kind of want to stay on this one quickly so Bob and Jerry Lou showed me this thing called GPT index for summarization. There are like two strategies you can use to summarize long text with the large language model. The problem at web scale is that you really need to go sub second and not just sub second you need to go like 10 milliseconds or so because all of these adapt.

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