EXPERIMENT EXP-01
RAG Chatbot on Your Documents
Answer questions from PDFs using retrieval-augmented generation.
// COURSE · INTERMEDIATE
Generative AI Course in Jaipur
Learn how LLMs like ChatGPT work, and build your own GenAI applications with prompt engineering, RAG and vector databases.
About the Generative AI Course in Jaipur
Generative AI is one of the fastest-growing skills in technology. Tools like ChatGPT run on Large Language Models (LLMs), and businesses everywhere want people who can build reliable applications on top of them. Our Generative AI course in Jaipur teaches you exactly that.
You learn how LLMs work under the hood, how to write effective prompts, and how to connect LLMs to your own data using Retrieval-Augmented Generation (RAG) and vector databases. You also learn to call LLM APIs, handle outputs safely and evaluate quality. These are the skills needed to ship real GenAI products.
The GenAI training is project-driven and taught by professionals who build AI applications. By the end, you will have built working GenAI apps such as a document chatbot and an AI assistant.
Who Should Join
- Software developers who want to build LLM-powered applications
- Students who want to specialise in Generative AI
- Working professionals who want to apply GenAI in their work
- ML learners moving into LLMs and GenAI
What You Will Learn
- Explain how LLMs, tokens and embeddings work
- Write effective prompts and structured outputs
- Use LLM APIs in Python applications
- Build RAG pipelines with vector databases
- Evaluate and improve GenAI output quality
- Apply guardrails and responsible AI practices
// Syllabus
Generative AI Course Syllabus
A practical, module-by-module curriculum. Every module includes hands-on lab work.
Module 1: Foundations of Generative AI
- What Generative AI is
- How LLMs are trained
- Tokens, context windows and embeddings
- Capabilities and limitations
Module 2: Prompt Engineering
- Prompt design patterns
- Few-shot and chain-of-thought prompting
- Structured outputs (JSON)
- Reducing hallucinations
Module 3: Working with LLM APIs
- Calling LLM APIs from Python
- Function / tool calling
- Streaming and error handling
- Cost and latency basics
Module 4: RAG & Vector Databases
- Chunking and embeddings
- Vector databases and similarity search
- Building a RAG pipeline
- Improving retrieval quality
Module 5: Building GenAI Applications
- Chatbots and assistants
- Document Q&A systems
- Simple web UI for AI apps
- Evaluation and testing
Module 6: Responsible GenAI
- Guardrails and safety
- Privacy and data handling
- Deployment basics
// Lab Experiments
Projects You Will Build
Real, portfolio-ready AI projects, built in class with guidance from professional trainers.
EXPERIMENT EXP-02
AI Content Assistant
An assistant that drafts and refines content using prompt patterns.
EXPERIMENT EXP-03
Structured Data Extractor
Turn unstructured text into clean JSON using LLMs.
Prerequisites
- Basic Python programming
- Interest in building AI applications
- No ML background required, but it helps
Career Roles You Can Target
// FAQs
Generative AI Course in Jaipur: FAQs
What is Generative AI?
Generative AI is AI that creates new content such as text, code or images. Tools like ChatGPT are built on Large Language Models, which are a type of Generative AI.
Generative AI kya hai aur ise Jaipur me kahan seekhein?
Generative AI aisa AI hai jo naya content (text, code, images) bana sakta hai. Swastik AI Lab Jaipur me Generative AI course practical projects ke saath sikhata hai: LLM, prompt engineering aur RAG.
Do I need machine learning knowledge for this GenAI course?
No. You need basic Python. The course explains the ML concepts you need for working with LLMs.
Will I learn RAG and vector databases?
Yes. RAG and vector databases are core modules, and you will build a working RAG chatbot.
How is this different from a ChatGPT course?
A ChatGPT course usually teaches you to use the tool. This course teaches you to build applications with LLMs: APIs, RAG, structured outputs and evaluation.
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