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Prompt Engineering & AI Agents

Tools, memory and autonomous workflows

When
Saturday, 5 December 2026
Time
9:30 am – 4:30 pm IST
Where
Main Seminar Hall, Block A, College of Engineering Kidangoor

Prompting is a skill, and agents are where it pays off. Learn structured prompting patterns, give a model tools to call, add retrieval so it knows your documents, and wire it all into an agent that completes a multi-step task — then learn how to evaluate it so it doesn't quietly fail.

You'll be able to…

  • Write reliable prompts with examples and structure
  • Build a retrieval-augmented (RAG) assistant
  • Give an LLM tools and let it act
  • Evaluate and guard an agent's outputs

Prerequisites

  • Python basics
  • Any prior step helps

What to bring

  • Laptop (8 GB RAM recommended) and charger
  • Python 3.11+ installed
  • A Google account for Colab
  • Curiosity — plenty of it
  • Free API key from your LLM provider of choice

Agenda

  1. 09:30Check-in & coffeeGrab your badge, find a seat, connect to Wi-Fi.
  2. 10:00Patterns that make prompts reliable
  3. 11:30Short break
  4. 11:45Guided walkthroughLive coding with the speaker — follow along on your laptop.
  5. 13:00Lunch
  6. 14:00Build a campus-help agent for CEKWork in pairs. Mentors float between tables.
  7. 16:00Show & tellThree teams demo what they built.
  8. 16:30Wrap-up & next step preview

Speaker

  • Nikhil Raj

    Founder & CTO, AgentForge

    Nikhil's startup builds AI agents for small businesses across Kerala. He has judged 15+ hackathons and still loves the 3 a.m. energy.

Venue

Main Seminar Hall, Block A, College of Engineering Kidangoor
Kidangoor South P.O., Kottayam, Kerala 686583, India

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