AI Chatbot

Project Description

This is a simple AI chatbot built using Python, LangChain, and Chainlit. The chatbot is powered by the Phi-3-Mini-4K-Instruct model, which is exposed through the Hugging Face framework. This chatbot maintains context during a user session making it a stateful conversational AI agent.

Tech Stack

• Backend: Python, LangChain
• Frontend: Chainlit
• AI Model: Phi-3-Mini-4K-Instruct via Hugging Face
  • Connecting Langchain and Huggingface: ChatHuggingface class

Getting Started

Follow the steps below to install dependencies and run the chatbot.

Prerequisites

Make sure you have the following installed on your system:

• Python 3.x
• Pip (Python package manager)
• Git (optional, for version control)

Installation

1. Clone the repository:

   git clone https://github.com/your-username/ai-chatbot.git
   cd ai-chatbot

2. Install dependencies:
   Run the following command to install all necessary dependencies:

   python3 install_dependencies.py

Run the chatbot

After installing dependencies, start the chatbot by running:

python3 run.py

The chatbot will start and you can interact with it through the provided Chainlit interface.

Future Improvements

Planned enhancements include:

• Converting this chatbot into a personal assistant by integrating a personal knowledege base to leverage the accuracy of the RAG framework.
• Deploying the chatbot as a web service.

Acknowledgements

1. Model used: Phi-3-Mini-4K-Instruct
2. Learning and Reference resources
   • Langchain
   • ChatHuggingFace
   • Chainlit

Contact

For questions or suggestions, feel free to reach out to: Nishtha Pant via nishthapant2024@gmail.com