GenAI Quarter 5 Online Class 23: Deployment to Azure Container Apps with GitHub Actions (CI/CD )
👋What's up, coders! Feeling the deployment itch? Let's scratch it together! In this video, we'll create a basic FastAPI app, deploy it to Azure Container Apps using GitHub Actions, and leverage Docker Hub for container registry. Get ready to learn!
📚 What Will You Learn?
This video walks you through a step-by-step process of building a simple "Hello World" FastAPI app and deploying it to Azure Container Apps using GitHub Actions and Docker Hub. You'll learn how to set up your CI/CD pipeline and automate the deployment process for a streamlined workflow. This tutorial is perfect for beginners who want to get started with deploying FastAPI applications on Azure.
Unleash the Power of Generative AI with Cloud-Native Technologies
This playlist is your one-stop shop for mastering Generative AI, but with a cloud-native twist. We'll not only teach you the core concepts but also show you how to build and deploy these powerful models using cutting-edge cloud-native tools and architectures.
Level Up Your AI Game with Cloud-Native Power
Checkout Complete Course Playlist: • Modern Cloud Native AI Stack: Python,...
Get ready to:
Grasp generative AI fundamentals like text generation, image creation, and more.
Architect your AI systems with microservices for scalability and maintainability.
Design event-driven architectures for real-time responsiveness.
Master Docker for containerization and efficient deployments.
Build high-performing APIs with FastAPI for a smooth developer experience.
Secure and manage API traffic effectively using Kong.
Implement Apache Kafka for seamless communication between services.
Explore CrewAI and LangChain to create intelligent conversational agents and leverage large language models.
Craft Multi-AI Agents that combine different AI functionalities for enhanced capabilities.
Go Beyond Theory: A Hands-on Cloud-Native Journey
Cloud Deployment Options: Deploy Containerized Apps on Azure Container Apps
Take your Cloud infrastructure to next level by using rich features like Dapr, KEDA and Envoy in Azure Container Apps.
This playlist dives deeper than just theory. We'll provide practical guidance and walk you through real-world implementations using these industry-standard cloud-native tools. You'll gain the skills to build and deploy production-ready generative AI applications with confidence.
Who Should Watch?
AI developers and enthusiasts eager to explore generative models.
Software engineers looking to adopt cloud-native principles for AI development.
Anyone interested in building scalable and efficient AI systems.
-Join us on this exciting adventure as we unlock the true potential of generative AI with the power of cloud-native technologies!
SUBSCRIBE NOW So that you don't miss the opportunity to learn the modern Tools.
👨💻 Code: https://github.com/panaverse/learn-ge...
🛠️ Tools & Technologies Covered:
Poetry
Python
FastAPI
Docker
Docker Desktop
Dev Container
Docker Compose
Jupyter Notebook
OpenAI
Azure Container Apps
Github Actions
CI/CD Pipeline
Infrastructure as Code (IaC)
Terraform
📌 Useful Links:
[OpenAI Docs](https://platform.openai.com/docs/over...)
[GenAI Repository](https://github.com/panaverse/learn-ge...)
[Poetrry] (https://python-poetry.org/docs/)
[Python Official Website] (https://www.python.org/)
[FastAPI Official Website] (https://fastapi.tiangolo.com/learn/)
[Docker Official Website] (https://docs.docker.com/)
[Apache Kafka Documentation] (https://kafka.apache.org/20/documenta...)
📣 Stay Connected:
Don't forget to like this video 👍, subscribe 🔔, and share 💌 it with your friends and colleagues who are interested in Python development and data science!
🎓 Perfect for beginners and experienced developers looking to enhance their Python skills!
#python #poetry #fastapi #genai #cloudnative #microservicesarchitecture #kafka #kong #docker #containerization #dockerimage #dockerfile #eventdriven #eventdrivenarchitecture #kafka #apachekafka #kong #apigateway #crewai #langchain #openai #aiagents
Connect with the Instructors: Have questions? Want to connect? Find us on LinkedIn:
Zia Khan: / ziaukhan
Qasim Sir: / sirqasim
Join Our Community: Become a part of our growing Facebook group and stay updated with all the latest content and discussions:
Official Facebook Group: https://www.facebook.com/groups/20785...
