🎙️ Customer Call Analysis: Unveiling Strategic Insights 🔍

🚀 Project Overview

Leverage the power of artificial intelligence to transform your customer interactions into actionable business intelligence. Our cutting-edge web application harnesses Google's Gemini Pro model to analyze customer call content, whether audio or video, and extract invaluable strategic insights that drive sales performance to new heights.

✨ Key Features:

• 🧠 Advanced natural language processing
• 🔍 Machine learning-powered pattern recognition
• 💡 Automated discovery of hidden trends and opportunities
• 🔗 Seamless integration with existing call systems

🛠️ Technical Implementation

🌿 Environment Setup

1. Create a Virtual Environment

   python -m venv .venv

2. Activate the Environment

   # On Windows
   .venv\Scripts\activate
   # On macOS and Linux
   source .venv/bin/activate

3. Install Dependencies

   pip install -r requirements.txt

⚙️ Configuration

1. Obtain Gemini API Token

   • 🔑 Secure your free Gemini Token from Google AI Studio

2. Set Environment Variables Create a .env file in the project root:

   API_KEY=YOUR_GEMINI_TOKEN
   MODEL=gemini-1.5-flash-latest
   

🚀 Launch the Application

streamlit run app.py

📌 Best Practices

• 🔄 Regularly update your Gemini API Token to ensure uninterrupted service.
• 🎛️ Customize the codebase to align with your specific data structure and business requirements.
• 🛡️ Implement proper error handling and logging for production environments.

🤝 Connect With Me

🚀 Interested in AI, data science, and innovative tech solutions? Let's connect and collaborate!

Find me on:

• 💼 LinkedIn: Cheick Abdelghader Beyaye
• 👥 Facebook: Abdelkader Aughbata Biyaye
• 📸 Instagram: @abdo_beyaye

Follow my journey in AI and technology, and let's explore the future of innovation together! 🌟