This project implements an intelligent API that allows users to query a substantial sales CSV dataset in real-time, utilizing AI to enhance data exploration. The system processes CSV files, stores them efficiently, and provides AI-powered natural language querying capabilities, making it easy for users to access insights without needing technical expertise.
Key features include Natural Language Processing for understanding context and business terms, semantic search for intelligent product categorization, and robust data analysis capabilities. Users can explore sales trends, performance metrics, and temporal patterns, enabling informed decision-making and strategic planning.
By combining semantic understanding with structured data analysis, this API aims to revolutionize how businesses interact with their sales data, providing a powerful tool for sales analysis and reporting.
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Posted Dec 31, 2024
Rohit designed an API to query a large CSV file with millions of rows for real-time Q&A using AI, enabling fast and scalable sales data exploration.