api

Structured LLM APIs (by thiggle)

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NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a better api alternative or higher similarity.

api reviews and mentions

Posts with mentions or reviews of api. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-09-16.
  • Guidance: A guidance language for controlling large language models
    10 projects | news.ycombinator.com | 16 Sep 2023
    Logit-bias guidance goes a long way -- LLM structure for regex, context-free grammars, categorization, and typed construction. I'm working on a hosted and model-agnostic version of this with thiggle

    [0] https://thiggle.com

  • The Most Underrated Application of LLMs
    1 project | news.ycombinator.com | 15 Sep 2023
    We use a similar trick and expose it via an API. Much easier to parse when you can guarantee the shape of the output

    [0] https://thiggle.com/

  • What we learned from using GPT for 500k+ classifications
    1 project | news.ycombinator.com | 11 Jul 2023
    I just released a zero-shot classification API built on LLMs https://github.com/thiggle/api. It always returns structured JSON and only the relevant categories/classes out of the ones you provide.

    LLMs are excellent reasoning engines. But nudging them to the desired output is challenging. They might return categories outside the ones that you determined. They might return multiple categories when you only want one (or the opposite — a single category when you want multiple). Even if you steer the AI toward the correct answer, parsing the output can be difficult. Asking the LLM to output structure data works 80% of the time. But the 20% of the time that your code parses the response fails takes up 99% of your time and is unacceptable for most real-world use cases.

    [0] https://twitter.com/mattrickard/status/1678603390337822722

  • A note from our sponsor - SaaSHub
    www.saashub.com | 4 May 2024
    SaaSHub helps you find the best software and product alternatives Learn more →

Stats

Basic api repo stats
3
151
6.5
8 months ago

thiggle/api is an open source project licensed under Apache License 2.0 which is an OSI approved license.

The primary programming language of api is MDX.


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