The problem INSIGHTFLOW solves

This project, INSIGHTFLOW, solves the problem of extracting meaningful insights from structured datasets such as CSV files, databases, and APIs. It allows users to input multiple data sources and query the data in natural language. The AI processes complex queries to identify patterns, generate insights, or detect anomalies using LLMs like OpenAI's API. It makes data-driven decision-making accessible to users across industries like finance, healthcare, and education. The system integrates advanced NLP techniques to analyze queries and provide insights in textual, tabular, or visual formats.

Challenges we ran into

The challenges we ran into were collecting data sources and integrating them. Another major challenge we faced was expiring the limit of OPENAI API key. Ensuring that large datasets could be processed efficiently while maintaining the ability to generate accurate insights quickly.