Gen-AI Developer Classroom notes 16/Oct/2025

Architectures cont

AI Agents

• Usecase: whenever hr recieves an email with resume attached and subject with pattern, screen the resume and if score is good process to next phase i.e. schedule interview
  

• Technical details:

  • LLM SDKs:
    • Open AI
    • Gemini
  • Tools: We need LLMs with tool calling
  • Optionally:
    • MCP
  • Frameworks:
    • Langgraph
    • CrewAI

Agentic AI

• Usecase: We are supposed to review email for a movie production house where the stories are sent, Then the system should review and forward to right department for further screening
  

• Technical details:

  • LLM SDKs:
    • Open AI
    • Gemini
  • Tools: We need LLMs with tool calling
  • Optionally:
    • MCP
  • Frameworks:
    • Langgraph
    • CrewAI
  • Multi Agents

RoadMap

• Understand how foundational models are built
• Python
• LLM Interactions
• RAG
• Agentic
• Finetuning
• APIs
• Docker
• Pipelines
• Infra