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GreenLife Foods Chatbot

GreenLife Foods Chatbot is a conversational AI solution designed to streamline the order capture process for GreenLife Foods' distributors and retailers. This bot leverages Llama-3.1-8B to provide a seamless and efficient ordering experience, ensuring accurate inventory management and user satisfaction.

Features

  • Product Catalog Management: Handles orders for 20+ organic products.
  • Conversational Flow: Engages users in a natural and intuitive manner to assist with product inquiries and order placements.
  • Real-Time Inventory Updates: Ensures accurate stock status for each product.
  • Streamlit Interface: User-friendly front-end built with Streamlit.
  • Integration with Hugging Face: Implements Llama-3.1-8B API for robust conversational AI.
  • Custom Prompt Engineering: Tailored prompts to align with business needs without using libraries like LangChain.

Use Case Documentation

You can find the detailed use-case documentation on Notion:
Use Case Template

Live Demo

Access the chatbot here:
GreenLife Foods Chatbot on Hugging Face

Tech Stack

  • Backend: Python
  • Frontend: Streamlit
  • AI Model: Llama-3.1-8B via Hugging Face
  • APIs: Custom-built integration for seamless conversational flow
  • Additional Tools: Mermaid for diagramming

Installation and Setup

  1. Clone the repository: 
    git clone https://github.com/Satyam0775/ai-agent-assignment.git
cd greenlife-foods-chatbot