This application is a chatbot built using Streamlit, Langchain, Pinecone, and OpenAI's GPT models. It leverages the capabilities of these tools and APIs to create an interactive chat interface.
- Streamlit: For creating the web application interface.
- Langchain: Utilized for chat model interactions.
- Pinecone: Integrated for indexing and querying data.
- OpenAI GPT Models: Powers the conversational AI capabilities.
To set up this project, you will need Python and the necessary packages listed in requirements.txt.
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Clone the Repository: Clone this repository to your local machine.
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Install Dependencies: Run the following command to install the required packages:
pip install -r requirements.txt
To run the application:
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Navigate to the project directory.
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Run the following command:
streamlit run main.py
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The application should now be running on your local server, and you can interact with it via the provided web interface.
- OpenAI API Key: Ensure you have set your OpenAI API key in
utils.pyor as an environment variable for the application to function correctly. - Pinecone API Key: Set your Pinecone API key in
utils.py.
main.py: The main script for running the Streamlit application.utils.py: Contains utility functions for the chatbot, including API calls to OpenAI and Pinecone.requirements.txt: Lists all the Python packages that need to be installed.
Feel free to fork this project and submit pull requests. You can also open issues for any bugs found or feature requests.