InsightFlow AI

AI-Powered Automated Data Analyst & Insight Engine

InsightFlow AI is a full-stack data analysis platform that automates the workflow of a junior data analyst. Users can upload CSV datasets, automatically clean and analyze data, generate visualizations, create AI-powered business reports, and chat with their datasets through a modern web interface.

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Features

Data Processing

• CSV Upload
• Missing Value Handling
• Duplicate Removal
• Outlier Detection (IQR)
• Automated Data Cleaning

Data Analysis

• Exploratory Data Analysis (EDA)
• Automated Chart Generation
• Statistical Summaries
• Data Visualization

AI Capabilities

• Gemini AI-Powered Insights
• AI Business Report Generation
• Dataset Question Answering
• AI Report Caching

Data Persistence

• Report History
• Chat History Persistence
• JSON-Based Storage

Downloads

• Cleaned Dataset Export
• Outlier-Removed Dataset Export
• PDF Report Export

Frontend

• React Dashboard
• AI Report Viewer
• Dataset Chat Interface
• Report History Page
• Responsive UI with Tailwind CSS

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Screenshots

Home Page

Dashboard

Report Page

Dataset Chat

Report History

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Tech Stack

Backend

• Python
• FastAPI
• Pandas
• NumPy
• Matplotlib
• Gemini AI

Frontend

• React
• Tailwind CSS
• React Router
• Axios

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Project Structure

InsightFlow-AI/
│
├── backend/
│ └── app.py
│
├── frontend/
│
├── src/
│ ├── cleaner.py
│ ├── eda.py
│ ├── gemini_service.py
│ ├── llm.py
│ ├── pdf_generator.py
│ ├── pipeline.py
│ ├── qa.py
│ ├── report_generator.py
│ ├── reporting.py
│ ├── storage.py
│ └── visualizer.py
│
├── assets/
│ └── screenshots/
│
├── data/
├── uploads/
├── reports/
├── charts/
├── cleaned_data/
├── pdf_reports/
│
├── run_pipeline.py
├── requirements.txt
└── README.md

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Installation

Backend

pip install -r requirements.txt

Start Backend

uvicorn backend.app:app --reload

Frontend

cd frontend
npm install
npm run dev

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Environment Variables

Create a .env file in the project root:

GEMINI_API_KEY=your_api_key_here

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Live Demo

https://insight-flow-ai-taupe.vercel.app

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Current Version

v1.0.0

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Future Improvements

• Authentication
• SQLite/PostgreSQL Integration
• Multi-User Architecture

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Author

Hariom Kale

Python Developer | FastAPI | React | AI-Powered Applications