AI Analyst Assistant

What it does

Upload any CSV dataset and get instant AI-powered analysis. Ask questions about your data in plain English and get intelligent answers.

Features

• 📁 CSV file upload
• 📊 Automatic data summary and statistics
• 🔥 Correlation heatmap visualization
• 🤖 AI-generated insights about your data
• 💬 Chat with your dataset using local LLM

Tech Stack

• Python
• Streamlit (UI)
• Pandas (Data processing)
• Matplotlib / Seaborn (Visualizations)
• Ollama + Qwen2.5 (Local LLM)

Project Structure

ai_analyst_assistant/ ├── utils/ │ ├── ai_insights.py # AI insight generation │ ├── chatbot.py # Chat with data │ └── visualization.py # Heatmaps and charts ├── app.py # Main Streamlit app ├── requirements.txt └── .gitignore

How to Run

git clone https://github.com/Abdullah1dev/Ai-analyst-assistant-project pip install -r requirements.txt streamlit run app.py

What I Learned

• Building modular Python applications
• Integrating local LLMs with Ollama
• Data visualization with Seaborn
• Streamlit session state management