/chatgpt-knowledge-base-chatbot

About An advanced chatbot that utilizes your own data to provide intelligent ChatGPT-style conversations using gpt-3.5-turbo and Ada for advanced embedding, as well as custom indexes and knowledgebase for a seamless user experience.

Primary LanguageTypeScriptCreative Commons Zero v1.0 UniversalCC0-1.0

OpenAi Chatgpt on your own data

I am currently in the process of developing the chatbot that utilizes your personal data to answer contextually. I am already halfway through the project, and I plan to open-source the code soon.

Here are the technical stacks that I am utilizing to build this chatbot:

  • Node.js, Python, MongoDB, and React for the web application
  • OpenAI ChatGPT Turbo 3.5 for conversation
  • OpenAI Ada model for embedding
  • Vectorization for long-term and short-term memory
  • Pincones Database for embedding

Features

  • User management system
  • Long-term, permanent conversations with the bot
  • Custom indexes - use your own files, PDFs, TXT files, websites
  • Automatic retry on API errors
  • Change and view model parameters such as temp, top_p, etc. directly