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Tutorial of creating a web application chatbot with Deepseek R1 model

Pre-requisite

  1. Azure Subscription - Trial or Paid
  2. Python Installation
  3. Visual Studio Code Installation, and install Azure Tools Extension.
  4. Create an Azure Web Application resource in Azure Portal. (Tips: Create a Linux Python Web App, using Basic 1 SKU)

2. Deploy a Deepseek R1 model on Azure AI Foundry

Follow this tutorial: Deploy a Deepseek model Then you could go to View Code to get your key and endpoint, which you will use in the next steps.

3. Deploy code to Azure Web App

  1. For this repo to your VS Code. git clone https://github.com/jr-MS/deepseek-chatbot-webapp.git
  2. Go to chat_app.py file, update your own key and endpoint of your deepseek deployment.
  3. Go to VS Code Azure Extension, choose Deploy to web app using forked project. image1
  4. On Azure, find the Python app and modify the startup command as follows, then restart the app. bash /home/site/wwwroot/streamlit.sh image2
  5. Restart the web app. image3

Now, you can go to the web app site and chat with your deepseek model!☺️

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