🔥 Create GPT-3 bot out of your own PDFs using Python

This page summarizes the projects mentioned and recommended in the original post on dev.to

SurveyJS - Open-Source JSON Form Builder to Create Dynamic Forms Right in Your App
With SurveyJS form UI libraries, you can build and style forms in a fully-integrated drag & drop form builder, render them in your JS app, and store form submission data in any backend, inc. PHP, ASP.NET Core, and Node.js.
surveyjs.io
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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.
www.influxdata.com
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  • chroma

    the AI-native open-source embedding database

  • Note that this is a very basic implementation of a retriever. The standard practice is to use something like ChromaDB or Azure Cognitive Search for indexing and retrieving. Also, you can get the complete list of stop words this GitHub gist.

  • openai-quickstart-node

    Node.js example app from the OpenAI API quickstart tutorial

  • The next step is to pass this context to an LLM. We'll use SOTA gpt-3.5-turbo model. You'll need an OpenAI API key for this, which you can get here.

  • SurveyJS

    Open-Source JSON Form Builder to Create Dynamic Forms Right in Your App. With SurveyJS form UI libraries, you can build and style forms in a fully-integrated drag & drop form builder, render them in your JS app, and store form submission data in any backend, inc. PHP, ASP.NET Core, and Node.js.

    SurveyJS logo
  • gpt-chatbot-example

    Basic chatbot powered by PDF documents+GPT-3

  • Source code

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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