devanshb26/promotional-email-intelligence

📧 Email Intelligence Dashboard

An AI-powered analytics dashboard for promotional email data. Analyze discount trends, urgency tactics, brand strategies, and more.

🎯 Features

• —💬 Interactive Chat: Ask questions about your email data in natural language
• —📊 Visual Analytics: Automated insights with interactive Plotly charts
• —🔍 Data Explorer: Browse and filter your email database
• —📈 Brand Insights: Compare strategies across brands
• —⚡ Real-time Analysis: LLM-powered conversational queries

🛠️ Built With

• —Streamlit - Interactive web interface
• —LangChain - AI agent orchestration
• —Google Gemini - Large language model
• —SQLite - Local database
• —Plotly - Data visualizations

💡 Example Questions

• —"Which brands use the most urgency?"
• —"Show me discount trends over time"
• —"Compare average discounts by brand"
• —"Which brands should I unsubscribe from?"

🚀 Usage

1. 1.Navigate to the Chat tab
2. 2.Type your question or click a quick start button
3. 3.Get AI-powered insights and visualizations
4. 4.Explore the Overview and Data Explorer tabs for more details

Note: This demo uses a pre-populated sample database. To analyze your own emails, you'll need to run the email extraction pipeline locally.

Project Setup

This project uses Python and a virtual environment to manage dependencies.

Setup Instructions

1️⃣ Clone the repository

git clone git@github.com:thisismedha/customerintelligence.git cd customerintelligence

2️⃣ Create a virtual environment

python3 -m venv venv

3️⃣ Activate the virtual environment

macOS / Linux

source venv/bin/activate

Windows (PowerShell)

venv\Scripts\Activate.ps1

You should see (venv) in your terminal.

4️⃣ Install dependencies

pip install -r requirements.txt

Deactivate the environment

deactivate