Using OpenAI with self hosted knowledge database

This page summarizes the projects mentioned and recommended in the original post on /r/OpenAI

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  • 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]

  • People have been doing this with https://github.com/jerryjliu/gpt_index

  • nanoGPT

    The simplest, fastest repository for training/finetuning medium-sized GPTs.

  • NanoGPT is one model I’ve been meaning to tryout. According to the github, it can be trained in 4 days and match GPT-2 level. From there, you can fine tune it to your needs. The user, karpathy, also has a YouTube channel where he teaches AI. One of his videos is where he programs a chatbot from scratch that continually generates lines that mimic Shakespeare. https://github.com/karpathy/nanoGPT

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

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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 more popular project.

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