Gen AI Developer notes – 17/02/2025

Setups

• Python:
  • 3.11
  • distribution:
    • traditional
    • anaconda
• IDE (Integrated Developer Environment)
  • Visual studio code
• Jupyter Notebooks

Setup Notes for windows

• Install windows terminal (for windows 10 user) from store
• Make Windows Terminal default application for terminals
• Get the execution policy and if the response is restricted change it to atleast RemoteSigned

Get-ExecutionPolicy
Set-ExecutionPolicy Unrestricted

• Install package manager
  • win-get: This is package manager from windows
  • chocolatey:
    • Run terminal as an administrator
• Once chocolatey is setup

choco install git python311 vscode -y
choco install anaconda3

Setup Notes for Mac

• Install homebrew
• Now

brew install git python@3.11
brew install --cask visual-studio-code
brew install --cask anaconda

Accounts

• Create a new gmail for your learning
• Github Account
• Cloud Accounts:
  • AWS
  • Azure
  • Google Cloud Platform
• Hugging Face
• LLM Accounts
  • OpenAI
  • Google Gemini API: Mostly works with Gmail
  • Anthropic
  • DeepSeek
• Google COLAB

Tools

• Docker: This runs the containers
• Ollama: This can run llm models locally
• Kubernetes: