chainlit.md

Gemini EDA Assistant 🤖📊

Welcome to your intelligent AI assistant powered by Google Gemini! This app combines conversational AI with automated Exploratory Data Analysis (EDA) capabilities.

🚀 Quick Start

Start chatting immediately - no setup required! Ask questions, get coding help, generate images or analyze your data.

✨ Features

💬 Smart Conversations

• Natural language interactions
• Code assistance and debugging
• Writing and creative tasks
• General knowledge questions

🎨 Image Generation

• Create images from text descriptions
• Start prompts with /image or "generate an image of"
• Powered by Gemini 2.0 Image Generation

📈 Automatic Data Analysis

• Upload CSV files for instant EDA
• Missing Value Analysis
• Automated visualizations (histograms, correlations, bar plots)
• AI-powered insights and summaries
• Data quality assessment

🔧 How to Use

Normal Chat

Just type your message and press enter! Ask about anything - coding, writing, analysis, or general questions.

Image Generation

/image a sunset over mountains
generate an image of a futuristic city

CSV Analysis

• Method 1: Type /upload and select your CSV file
• Method 2: Drag and drop a CSV file into the chat
• Method 3: Type "upload csv" or "analyze csv"

🎛️ Model Options

Switch between different Gemini models using the settings panel:

• Gemini 2.5 Flash - Balanced performance (default)
• Gemini 2.5 Pro - Advanced reasoning
• Gemini 2.0 Flash Experimental - Lightweight and fast
• Gemini 2.0 Image Generation - For creating images

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Ready to explore? Start by asking a question or uploading your data! 🚀