New: LangChain templates – fastest way to build a production-ready LLM app

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

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  • langchain

    πŸ¦œπŸ”— Build context-aware reasoning applications

  • > it's all based on old GPT-2/3 models

    Are you sure?

    There are examples of using mistral eg. https://github.com/langchain-ai/langchain/blob/master/templa...

    This is exactly what I’m talking about. How can you say that when there is evidence that blatently contradicts it?

  • guidance

    A guidance language for controlling large language models.

  • AutoGen (https://github.com/microsoft/autogen) is orthogonal: it's designed for agents to converse with each other.

    The original comparison to LangChain from Microsoft was Guidance (https://github.com/guidance-ai/guidance) which appears to have shifted development a bit. I haven't had much experience with it but from the examples it still seems like needless overhead.

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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  • autogen

    A programming framework for agentic AI. Discord: https://aka.ms/autogen-dc. Roadmap: https://aka.ms/autogen-roadmap

  • AutoGen (https://github.com/microsoft/autogen) is orthogonal: it's designed for agents to converse with each other.

    The original comparison to LangChain from Microsoft was Guidance (https://github.com/guidance-ai/guidance) which appears to have shifted development a bit. I haven't had much experience with it but from the examples it still seems like needless overhead.

  • semantic-kernel

    Integrate cutting-edge LLM technology quickly and easily into your apps

  • I haven't tried it but there's Microsoft semantic-kernel.

    https://github.com/microsoft/semantic-kernel

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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