Cloud Native Applied Gen AI Engineer Roadmap

1. Prototype

• Jupiter Notebook (Interactive Python notebooks for rapid prototyping)
• Google Colab (Cloud-based notebooks for collaboration and scalability)

2. Development Environment

• IDE: VSCode
• Version Control System: GitHub & Git
• Programming Language: Python
• Container & Image: Docker & Docker Compose
• Plugins: DevContainers & MyPy
• Framework: FastAPI
• ORM: SQLModel
• Database: Postgres
• Async Communication: Apache Kafka
• Data Serialization: ProtoBuff

3. Production Environment

• OS: Linux
• LangChain - Llma 3.1
• Cloud: Azure
• Orchestration: Kubernetes

Sir Zia, "Our Program is basically training you to become Autonomous AI Agent Developer. However, we are not calling it so because at this stage most people will not understand it."

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