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multimodalai-hackathon's Introduction

Chat with a github Repo! 😁😁

GitHub repos are often overwhelming! Even the best in the business take a while to understand what hundreds of different filesΒ reallyΒ do! Utilize out tool to understand GitHub repos efficiently. You can ask for summaries, code reviews, comment additions, explanations, pseudocode and a whole lot more!

Know only python but find it difficult to understand Javascript? Our model is at your rescue! Be it any code in  python, typescript, javascript - dont worry! Markdown files or even pdfs - we support it all!!!

βœ”βœ”Implemented with Llama Index, StreamLit and OpenAI.βœ”βœ”

🀞🀞To use, follow the steps:🀞🀞

  1. Open a suitable IDE
  2. In the .env file, enter the required API keys.
  3. Open terminal and go to the directory containing the files.
  4. Create virtual environment by running python3 -m venv venv
  5. Activate it by running source venv/bin/activate
  6. Move to the code directory cd github_repo_idea
  7. Install dependencies in pip install -r requirements.txt
  8. Run the file! streamlit run main.py

Made by Aditri, Arya and Sahil

πŸŽ‰πŸŽ‰ How it works πŸŽ‰πŸŽ‰

  • We use llamaindex with gpt-3.5-turbo
  • The data fetched from the github repo is indexed and stored using Activeloop in DeepLake data buckets.
  • A streamlit UI is spinned up for easy interaction

⚠ Note

  • The landing page of the streamlit UI might show an UnboundLocalError. However, the app remains completely functional - simply enter the github repo url and chat with it!
  • The API Keys in the .env file will be automatically terminated in a week.

multimodalai-hackathon's People

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