The StackOverflow Conversational Assistant is a cutting-edge multi-modal application that revolutionizes how developers interact with technical content. By leveraging multiple Azure services, this innovative tool provides:

• Instant summaries of StackOverflow pages
• Interactive conversational AI
• Voice-enabled search and interaction
• Personalized query history

• Azure Function App: Backend serverless compute
• Azure OpenAI: Intelligent summarization and conversational AI
• Azure Cosmos DB: Persistent query history storage
• Azure Speech Services: Voice input and text-to-speech capabilities
• React: Frontend user interface
• Microsoft Cognitive Services: Speech recognition and synthesis

1. Intelligent Summarization

   • One-click summary generation for StackOverflow pages
   • Extract key insights from technical discussions

2. Conversational AI

   • Interactive chat interface
   • Context-aware responses based on page content
   • Ask follow-up questions about the summarized content

3. Voice-Enabled Interaction

   • Voice input for URLs and queries
   • Text-to-speech for bot responses
   • Hands-free technical research

4. Query History

   • Personalized tracking of user interactions
   • Easy retrieval of past queries and summaries

graph TD
    A[User Interface - React] --> B[Azure Function App]
    B --> C[Azure OpenAI]
    B --> D[Azure Cosmos DB]
    B --> E[Azure Speech Services]
    D --> F[Query History Storage]
    E --> G[Speech Recognition]
    E --> H[Text-to-Speech]

• Node.js
• Azure Account
• Azure Function Core Tools
• Azure OpenAI Service
• Azure Cosmos DB
• Azure Speech Services

1. Clone the repository
2. Install dependencies

   npm install

3. Set up Azure environment variables
4. Run the development server

   npm start

• Multi-modal application with text, voice input/output
• Responsible AI implementation
• Intelligent content summarization

• Serverless architecture with Azure Functions
• Seamless integration of multiple Azure services
• Scalable and performant design

• Multi-language support
• Advanced code snippet handling
• Machine learning-based personalization
• Integration with more technical forums

Contributions are welcome!

Microsoft Azure AI Developer Hackathon

• Showcase of GitHub Copilot and Azure AI capabilities
• Opportunity to build innovative, intelligent applications

Aatmaj Amol Salunke

• MS in Artificial Intelligence Student
• Northeastern University, Boston
• 📧 Email: [email protected]

Developed with ❤️⚡ using Azure Services