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Recsys_using_RAG_ChatBot

  • Food Recommendation Chatbot
  • Project Overview This project features a Streamlit-based chatbot that recommends food places based on user queries. Leveraging a sophisticated AI model, the chatbot processes user input to suggest the best food options, focusing on vegan choices in California.

Key Features

  • Interactive chat interface for user queries.

  • Integration with AI models for natural language processing.

  • Utilization of Chroma for efficient data retrieval.

  • Integration with Nvidia's API for advanced response generation.

    Screenshot 2023-11-22 at 3 21 26 AM

Getting Started

Prerequisites

  • Python 3.x
  • Streamlit
  • Pandas
  • Langchain

Usage

  • Launch the application.
  • Enter your food preferences or queries in the chat interface.
  • The chatbot will process your query and return relevant food recommendations based on the AI model's analysis.

Code Structure

  • AI_Chat_Bot.py: Contains the logic for calling Nvidia's API.
  • aggregated_data.csv: The dataset used for retrieving food recommendations.
  • Main script (ui1.py): The Streamlit application's entry point.

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