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apps/10_streamlit_batch_transcription/README.md renamed to docs/apps/10_streamlit_batch_transcription.md

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# Call Batch Transcription API with Streamlit
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# 10. Call Batch Transcription API with Streamlit
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This is a Streamlit app that calls Azure AI Speech Batch Transcription API.
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### Example
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![Streamlit](../../docs/images/10_streamlit_batch_transcription.main.png)
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![Streamlit](../images/10_streamlit_batch_transcription.main.png)
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## References
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apps/11_promptflow/README.md renamed to docs/apps/11_promptflow.md

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# Getting Started with Prompt flow
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# 11. Getting Started with Prompt flow
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This application explains how to get started with [Prompt flow](https://github.com/microsoft/promptflow), a Python library that provides a simple and easy way to build conversational AI applications.
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apps/12_langgraph_agent/README.md renamed to docs/apps/12_langgraph_agent.md

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# Create agents with LangGraph
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# 12. Create agents with LangGraph
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This app demonstrates how to implement agents with LangGraph.
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python apps/12_langgraph_agent/advanced_rag_flows/main.py
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```
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![Advanced RAG Flows](../../docs/images/12_langgraph_agent_graph.png)
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![Advanced RAG Flows](../images/12_langgraph_agent_graph.png)
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## References
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apps/13_langchain_toolkits/README.md renamed to docs/apps/13_langchain_toolkits.md

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# LangChain Toolkits sample applications
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# 13. LangChain Toolkits sample applications
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This app demonstrates how to use LangChain Toolkits.
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apps/14_streamlit_azure_ai_speech/README.md renamed to docs/apps/14_streamlit_azure_ai_speech.md

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# Realtime transcription with Azure AI Speech Service
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# 14. Realtime transcription with Azure AI Speech Service
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This app demonstrates how to use Azure AI Speech Service for realtime transcription.
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apps/15_streamlit_chat_slm/README.md renamed to docs/apps/15_streamlit_chat_slm.md

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# Streamlit Chat with SLM
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# 15. Streamlit Chat with SLM
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## Overview
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# References
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# 16. Whisper transcription
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## References
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- [openai/whisper](https://github.com/openai/whisper)
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- [Improve --model argument handling and help message #1764](https://github.com/openai/whisper/pull/1764)

apps/1_call_azure_openai_chat/README.md renamed to docs/apps/1_call_azure_openai_chat.md

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# Call Azure OpenAI Service API from Python
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# 1. Call Azure OpenAI Service API from Python
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This app demonstrates how to call the Azure OpenAI Service API from Python.
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apps/2_streamlit_chat/README.md renamed to docs/apps/2_streamlit_chat.md

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# Create an Azure OpenAI Chat app using Streamlit
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# 2. Create an Azure OpenAI Chat app using Streamlit
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This app demonstrates how to create a chat application using Azure OpenAI Service and Streamlit.
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When you access `http://localhost:8501`, you will see the following screen.
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![Streamlit Chat](../../docs/images/2_streamlit_chat.initial_page.png)
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![Streamlit Chat](../images/2_streamlit_chat.initial_page.png)
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To start a conversation, fill in the required fields in the sidebar and you will see the following screen.
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![Streamlit Chat](../../docs/images/2_streamlit_chat.chat_page.png)
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![Streamlit Chat](../images/2_streamlit_chat.chat_page.png)
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## Note
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apps/3_call_azure_cosmos_db/README.md renamed to docs/apps/3_call_azure_cosmos_db.md

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# Call Azure Cosmos DB from Python
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# 3. Call Azure Cosmos DB from Python
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This app demonstrates how to call Azure Cosmos DB from Python.
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