LangChain: Build AI apps with LLMs through composability

This page summarizes the projects mentioned and recommended in the original post on news.ycombinator.com

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  • sketch

    AI code-writing assistant that understands data content

    In terms of applications with it, I have made things like sketch: https://github.com/approximatelabs/sketch

    Raw prompt-structure ideas i've worked with:

  • Scout Monitoring

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  • langchain

    Discontinued ⚡ Building applications with LLMs through composability ⚡ [Moved to: https://github.com/langchain-ai/langchain] (by hwchase17)

  • lambdaprompt

    λprompt - A functional programming interface for building AI systems

  • squidgy-prompts

    3. https://github.com/squidgyai/squidgy-prompts/tree/main/tests - unit test in YAML

  • gpt_index

    Discontinued LlamaIndex (GPT Index) is a project that provides a central interface to connect your LLM's with external data. [Moved to: https://github.com/jerryjliu/llama_index]

  • Helix

    Engineering Consciousness (by Miserlou)

    I had a similar idea, but it uses a graph construction and Elixir. Definitely going to poach some ideas from LangChain though.

    https://github.com/Miserlou/Helix

  • LiteratureReviewBot

    Experiment to use GPT-3 to help write grant proposals.

    Thanks for sharing your ideas! With respect to the research this topic for me concept, I stumbled upon this repo:

    https://github.com/daveshap/LiteratureReviewBot

    It does something similar, but uses the ArXiv dataset to search PDFs instead of the internet.

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