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micodegpt's Introduction

MicodeGPT

MicodeGPT is a chatbot application that simulates a conversation with the french content creator "Micode". The chatbot provides valuable IT info/advice to users, drawing from Micode's insights shared on both his Youtube channels "Micode" & "UnderScore_". It also has access to transcripts of all Micode's videos, which are used to provide context and support for the chatbot's responses.

Features

  • Engage in a conversation with a chatbot that emulates Micode's communication style.
  • Receive focused, practical, and direct IT info/advices.
  • Access relevant snippets from transcripts of Micode's videos to support the chatbot's responses.
  • Utilize semantic search to find relevant content from the transcripts.

Getting Started

Prerequisites

  • Python 3.7 or higher
  • OpenAI API key
  • Pinecone API key and environment details

Installation

  1. Clone the repository:
git clone https://github.com/your-repo-url/MicodeGPT.git
  1. Change to the project directory:
cd MicodeGPT
  1. Install the required dependencies:
pip install -r requirements.txt
  1. Set up the environment variables:
  • OPENAI_API_KEY: Your OpenAI API key
  • PINECONE_API_KEY: Your Pinecone API key
  • PINECONE_ENVIRONMENT: Your Pinecone environment details
  • PINECONE_INDEX_NAME: Your Pinecone index details
  • PINECONE_ENDPOINT: Your Pinecone endpoint

Usage

  1. Run the Streamlit app:
streamlit run app.py
  1. Open the app in your web browser and enter your prompt to start the conversation with the chatbot. By default, Streamlit app will run on PORT 8501:

Contact

If you have any questions or need assistance, please feel free to reach out to me directly. You can contact me via email.

Acknowledgments

  • Micode & the Micorp Team for creating valuable IT videos ! (Please, don't sue me ๐Ÿ˜ฑ)
  • OpenAI for their language models and embeddings.
  • AssemblyAI for providing a great Whisper API DX.
  • Langchain for their text processing tools.
  • Pinecone for their semantic search capabilities.
  • Streamlit & its amazing community for developing such great framework.
  • Python for being amazing โค๏ธ

micodegpt's People

Contributors

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Watchers

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