RAG-Based Metrics Chat Application

    An intelligent AI-powered chatbot that helps users understand business metrics through natural conversation. Ask questions about ROI, CAC, LTV, and more - get instant, accurate answers!

    Muhammad Zeeshan

    Technologies Used

    Python
    LLMs
    RAG
    Vector Database
    NLP

    Key Features

    1

    Natural language querying of business metrics

    2

    Retrieval-Augmented Generation for accurate answers

    3

    Instant ROI, CAC, and LTV calculation explanations

    Implementation

    Engineered a chatbot using RAG architecture to securely index business metrics data and accurately fetch context for user queries.

    Results & Impact

    Enabled instant, accurate exploration of complex business metrics, significantly reducing the time needed for financial and marketing data analysis.