Chatbot with LLama3

This is a simple chatbot application built using the LLama3 model from OpenAI. The chatbot is deployed using Flask and can be accessed via a web interface.

Features

• Uses the LLama3 model from Langchain for natural language processing.
• Utilizes dotenv for managing environment variables.
• Implements a ChatPromptTemplate for defining user and system messages.
• Supports querying the chatbot with user input.
• Web-based interface for easy interaction.
• Uses Bootstrap for styling.

Prerequisite

• You have to install Ollama in your system.
• After installing the Ollama you have to install llama3 by using this command

Getting Started

Installation

1. Clone the repository:

   git clone https://github.com/rajveersinghcse/Llama3-Chatbot.git

2. Navigate to the project directory:

   cd llama3-chatbot

3. Install the required dependencies:

   pip install -r requirements.txt

4. In .env file paste your Langchain API key.

5. Run this command:

   flask --app app.py run

6. Open your browser and go to http://localhost:5000 to access the chatbot.

Usage

• Enter your query in the input field and click "Submit."
• The chatbot will process your query and respond.

Customization

You can customize the chatbot's behavior by modifying the initialize_chatbot() function in app.py. For example, you can change the prompts or adjust the LLama3 model settings.

License

This project is licensed under the MIT License - see the LICENSE file for details.

Acknowledgments

• OpenAI for providing the LLama3 model.
• Bootstrap for the frontend styling.