Learn how AI workers
build smart digital cities
A playful journey into AI agents, orchestration, memory, tools and futuristic systems — explained with hotels, libraries and tiny magical workers.
Python Basics is your prerequisite launch pad
Before the city districts, learn the language the playground speaks. Small scripts, variables, loops, and functions are the first keys that unlock everything else.
13 magical districts to explore
Stroll through AI City. Each district turns one tricky concept into a story you'll never forget.
Foundations first
Learn the app shell, concurrency, and the model itself before adding more moving parts.
FastAPI → Async Python → LLM Fundamentals → Agents
Build the system
Once the brain makes sense, add coordination, tools, memory, retrieval, and structured outputs.
Orchestration → Tool Calling → Vector DBs → RAG → Pydantic
Ship it safely
Finish with the disciplines that make production systems measurable, secure, and portable.
Evals → Observability → Guardrails → MCP
🛎️The Reception Center
When anyone visits AI City, they walk through the front door first. Mr. FastAPI, the smart receptionist, greets every request and quickly sends it to the right worker.
🛵The Super-Speed Delivery Roads
Old workers finished one task, then started the next. AI City's roads belong to Speedy Async - many delivery bikes zoom together so nobody waits.
🧠The Model District
Deep inside AI City lives the LLM Brain - the talkative engine that predicts one tiny token after another. It is brilliant with language, but it still needs help from tools, memory, and tests.
🧑💼The AI Worker Office
Every worker in AI City has one job they love. The Planner plans, the Budget Agent watches the coins, the Designer picks the colors.
🗼The City Manager Tower
From the tallest tower, the City Manager watches every worker, splits big requests into tiny tasks, and stitches every answer back together.
Request
🛠️The Tool Workshop
Workers don't do magic with bare hands - they walk into Tooly's Workshop and pick the perfect tool for the job.
📚The Memory Library
The Memory Library stores meanings, not just words. Books about 'sofa', 'couch' and 'seating' float close so AI finds ideas, not spellings.
🏫The Open-Book School
Students at RAG Academy peek into real books before answering. They search, read, then write - so answers are based on real facts.
👩🏫The Strict Teacher Academy
Mrs. Pydantic is sweet but strict. Every answer must be neat and labeled. Mushy paragraphs go back. Tidy JSON cards get a shiny APPROVED stamp.
"maybe budget around 2 lakh?"
{
"budget": 200000,
"currency": "INR"
}🧪The Testing Lab
Scientists at the Eval Lab grade every AI worker. Was the answer useful? Was the budget right? Everyone gets a colorful report card.
📺The Watch Tower
Wall-to-wall screens at the Watch Tower show every AI move - costs, speeds, errors - glowing softly so nothing breaks unnoticed.
🛡️The Guardrails Gate
At the city gates, the Guardrails Wardens inspect prompts, tool calls, and replies before anything risky reaches the streets.
🔌The Universal Plug Station
Every AI brain and every tool uses the same magical plug at MCP Station, so they snap together no matter who built them.
Use production-ready templates
Get concrete templates for threat modeling, guardrail policy checks, eval scorecards, and incident response runbooks.
Earn your AI City badges
Collect them as you explore each district.