ChatNova - Intelligent Conversational AI

Problem Statement

In today's digital world, there's a growing need for intelligent conversational agents that can provide accurate, contextual responses while maintaining a natural flow of conversation. Traditional chatbots often lack sophistication and struggle with context maintenance, leading to unsatisfactory user experiences.

How ChatNova Works

ChatNova is an advanced chatbot that leverages the power of Google's Gemini 1.5 Pro model to generate dynamic and contextually aware responses. The system:

• Maintains conversation history for contextual awareness
• Processes natural language queries in real-time
• Provides formatted responses with support for rich text
• Features text-to-speech capability with voice control
• Implements custom name recognition patterns

Technologies Used

Backend

• Python 3.x
• Flask web framework
• Google Generative AI (Gemini 1.5 Pro)
• Regular Expressions for pattern matching

Frontend

• HTML5
• CSS3 with modern animations
• JavaScript for dynamic interactions
• Web Speech API for text-to-speech
• Responsive design principles

Implementation Details

1. API Integration

   • Seamless integration with Google's Generative AI API
   • Streaming responses for better performance
   • Secure API key management

2. User Interface

   • Modern, dark-themed interface
   • Real-time message updates
   • Smooth animations and transitions
   • Mobile-responsive design

3. Core Features

   • Message streaming capability
   • Voice output with female voice preference
   • Message formatting support
   • Custom name recognition system

Results and Impact

ChatNova demonstrates significant improvements in human-computer interaction:

• Natural Conversations: Maintains context and provides coherent responses
• Accessibility: Text-to-speech feature makes it accessible to more users
• Performance: Real-time response generation with minimal latency
• User Experience: Modern interface with intuitive controls
• Scalability: Built on reliable technologies for future expansion

Getting Started

1. Clone the repository
2. Install required dependencies:

pip install flask google-generativeai

3. Replace the GOOGLE_API_KEY in app.py with your API key
4. Run the application:

python app.py

Future Enhancements

• Multi-language support
• Voice input capability
• Enhanced formatting options
• Custom personality traits
• Response sentiment analysis

License

This project is licensed under the MIT License - see the LICENSE file for details.

Visit & Try ChatNova

• GitHub Repository: ChatNova Project
• Live Demo: Try ChatNova