AI Project Hub
Learn AI by building one focused project at a time.
This hub is your personal lab for understanding how modern AI products work — from chatbot fundamentals to structured output, RAG pipelines, and tool-calling workflows.
4+
AI projects planned
Stepwise
From beginner to advanced
Next.js
Built around your stack
Current focus
AI Chatbot Project
User
How do I integrate AI into my Next.js applications step by step?
Assistant
Start with a chatbot. It teaches prompts, history, API routes, loading states, and response rendering — the core loop behind most AI products.
What you learn
Prompts, request payloads, state, API flow, and model responses.
Why it matters
It becomes the foundation for RAG, tools, and agent-based apps.
Projects
A hands-on roadmap for learning AI app development
Each project adds one major AI concept so you build understanding in the right order instead of trying to learn everything at once.
AI Chatbot
Start with the core loop of AI apps: prompts, chat history, API calls, and rendering responses in real time.
Structured Output
Learn how to generate clean JSON responses for forms, workflows, dashboards, and automation use cases.
RAG Search
Understand embeddings, retrieval, chunking, and how external knowledge is injected into prompts.
Tool Calling
Build agents that can call APIs, trigger actions, and combine reasoning with real app capabilities.
Roadmap
How your AI learning path should progress
The idea is simple: learn one capability at a time, and turn each concept into a working product surface.
Start with chat
Learn prompts, roles, message arrays, and the request-response loop.
Shape the output
Make AI respond in predictable JSON you can trust inside UI flows.
Add knowledge
Use retrieval and embeddings so the app answers from your own data.
Use tools
Let the model trigger actions, APIs, and workflows like a real assistant.
Stack
Built around the tools you already use
This hub is designed for a frontend-heavy workflow, so you can learn AI in a way that connects naturally with your existing Next.js and TypeScript skills.
Start now
Begin with the chatbot and expand from there
The chatbot is the clearest first project because it teaches the request-response cycle that sits underneath most AI product experiences.