CodeInsightAI is a chatbot application that leverages the power of OpenAI's language models to provide answers to queries based on a given codebase. It uses a combination of document retrieval and language model querying to generate responses.
- Git repository integration for loading codebase data.
- Chroma vector store for efficient document retrieval.
- OpenAI language model embeddings for understanding and generating text.
- RetrievalQA chatbot chain for answering queries related to the codebase.
- Prompt templating for consistent query formatting.
Before you begin, ensure you have met the following requirements:
- Python 3.6 or higher
- Access to OpenAI API and an API key
Clone the repository to your local machine:
pip install requirements.txt
Set the OPENAI_API_KEY environment variable with your OpenAI API key:
export OPENAI_API_KEY='your-api-key-here'
To run the chatbot application, execute the following command:
The application will load the data from the specified Git repository, initialize the chatbot chain, and start processing the predefined queries.
To contribute to CodeInsightAI, follow these steps:
- Fork this repository.
- Create a branch:
git checkout -b <branch_name>. - Make your changes and commit them:
git commit -m '<commit_message>'. - Push to the original branch:
git push origin <PROJECT_NAME>/<location>. - Create the pull request.
Alternatively, see the GitHub documentation on creating a pull request.
If you want to contact me, you can reach me at vince1otieno@gmail.com.
This project uses the following license: MIT License.