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-## AI Customer Support Voice Agent Team with OpenAI Agents SDK
\ No newline at end of file
+# 🎙️ AI Customer Support Voice Agent Team for Documentations
+
+An OpenAISDK powered Agent application that transforms technical documentation into interactive voice-powered responses using OpenAI's GPT-4o-mini and TTS capabilities. The system crawls through documentation websites with firecrawl's Crawl Endpoint, processes the content and embeds them in qdrant, and provides both text and voice responses to user queries, making documentation more accessible and interactive.
+
+## Features
+
+- **Documentation Processing**
+  - Crawls documentation websites using Firecrawl
+  - Stores and indexes content using Qdrant vector database
+  - Generates embeddings for semantic search capabilities
+
+- **AI Agent Team**
+  - **Documentation Processor**: Analyzes documentation content and generates clear, concise responses to user queries
+  - **TTS Agent**: Converts text responses into natural-sounding speech with appropriate pacing and emphasis
+  - **Voice Customization**: Supports multiple OpenAI TTS voices:
+    - alloy, ash, ballad, coral, echo, fable, onyx, nova, sage, shimmer, verse
+
+- **Interactive Interface**
+  - Clean Streamlit UI with sidebar configuration
+  - Real-time documentation search and response generation
+  - Built-in audio player with download capability
+  - Progress indicators for system initialization and query processing
+
+## How to Run
+
+1. **Setup Environment**
+   ```bash
+   # Clone the repository
+   git clone https://github.com/Shubhamsaboo/awesome-llm-apps.git
+   cd awesome-llm-apps/ai_agent_tutorials/ai_voice_agent_openaisdk
+   
+   # Install dependencies
+   pip install -r requirements.txt
+   ```
+
+2. **Configure API Keys**
+   - Get OpenAI API key from [OpenAI Platform](https://platform.openai.com)
+   - Get Qdrant API key and URL from [Qdrant Cloud](https://cloud.qdrant.io)
+   - Get Firecrawl API key for documentation crawling
+
+3. **Run the Application**
+   ```bash
+   streamlit run ai_voice_agent_docs.py
+   ```
+
+4. **Use the Interface**
+   - Enter API credentials in the sidebar
+   - Input the documentation URL you want to learn about
+   - Select your preferred voice from the dropdown
+   - Click "Initialize System" to process the documentation
+   - Ask questions and receive both text and voice responses
+
+## Features in Detail
+
+- **Documentation Crawling**
+  - Automatically extracts content from documentation websites
+  - Preserves document structure and metadata
+  - Supports multiple page crawling
+
+- **Vector Search**
+  - Uses FastEmbed for generating embeddings
+  - Semantic search capabilities for finding relevant content
+  - Efficient document retrieval using Qdrant
+
+- **Voice Generation**
+  - High-quality text-to-speech using OpenAI's TTS models
+  - Multiple voice options for customization
+  - Natural speech patterns with proper pacing and emphasis