Generative AI: From Concepts to Real-World Applications
A practical, code-first workshop for engineering students. In three days your students go from their first LLM API call to shipping a real AI app β chatbots, RAG pipelines over their own documents, and tool-using agents. Everything runs on free-tier tools like Groq and Google Colab.
LLMs Β· RAG Β· Agents
From first API call to a shipped app
3
Days, ~5 hrs each
18
Hands-on sessions
6+
Real mini-projects
βΉ0
Tooling cost (free tier)
Zero to shipping real GenAI apps in three days
Most AI sessions stop at slides. This one is code-first from the very first hour β every concept lands with a notebook students run themselves. They leave having actually built chatbots, a document Q&A system and an AI agent.
- βWho it's for: engineering students with basic Python β no prior AI experience needed.
- βFormat: on-campus or blended, ~5 hours a day, with breaks and live build time.
- βSetup: just a browser. Google Colab plus a free Groq API key β nothing to install.
The tech stack β all free-tier friendly
Groq API
Free, blazing-fast LLM inference
Google Colab
No local setup, free GPUs
LangChain
RAG & agent framework
ChromaDB
Local vector database
Streamlit
Ship a web UI in minutes
Sentence-Transformers
Free local embeddings
Talk to the model β give it your data β make it act
Each day builds on the last, ending in a project students can show off.
Every session, in detail
The complete, hands-on syllabus students work through β concepts, runnable code, gotchas and practice problems.
Projector-friendly slideshow β one session per slide. Use β β to navigate.
Attended the workshop?
We'd love your feedback β it takes a minute and helps us make it better.
Request this workshop for your students
Tell us a little about your college and batch β our team will get back with available dates, a tailored agenda and pricing. Flexible batch sizes, bilingual delivery and starter notebooks for every session.
- βOn-campus or blended delivery, ~5 hours a day.
- βEverything runs on free-tier tools β no lab licensing.
- βPrefer to talk first? Chat on WhatsApp or call +91 93459 97318.
Also see our other campus workshops and placement training.