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Indian Institute of Technology (IIT), Bombay

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LLMs using Python Workshop

Create Your Own AI at IIT Bombay Most people can write a prompt. Very few can build a system. This is where you learn to do both, going from basic prompting to deploying production-grade AI applications, using the same tools and techniques powering real-world LLM products today. Two days. One campus. A complete AI engineer's toolkit: vector search, RAG pipelines, agentic workflows, and full-stack deployment, built from scratch, by you. Why This Workshop Walk in knowing Python, walk out having deployed a live AI application Learn the exact stack used in production LLM systems, not toy examples Work alongside students from across the country, at Asia's largest science and technology festival Take home a certificate, a live project, and a Free Access Pass to Techfest, unlocking EDM Night, Robowars, Exhibitions, Keynote Sessions, and more What You'll Learn: LLM Fundamentals and Structured Outputs Interface with commercial and local LLMs, understand tokenization dynamics, and structure reliable JSON outputs using Pydantic. Vector Search and Embeddings Master text embeddings and vector space math, and build custom semantic search engines using FAISS and ChromaDB. Advanced RAG Architectures Design production-grade Retrieval-Augmented Generation pipelines with hybrid search, cross-encoder reranking, and chunking strategies for multi-page document retrieval.…

Registration closes
15 Dec 202615 Dec 2026
Entry
Free

About the event

Create Your Own AI at IIT Bombay Most people can write a prompt. Very few can build a system. This is where you learn to do both, going from basic prompting to deploying production-grade AI applications, using the same tools and techniques powering real-world LLM products today. Two days. One campus. A complete AI engineer's toolkit: vector search, RAG pipelines, agentic workflows, and full-stack deployment, built from scratch, by you. Why This Workshop Walk in knowing Python, walk out having deployed a live AI application Learn the exact stack used in production LLM systems, not toy examples Work alongside students from across the country, at Asia's largest science and technology festival Take home a certificate, a live project, and a Free Access Pass to Techfest, unlocking EDM Night, Robowars, Exhibitions, Keynote Sessions, and more What You'll Learn: LLM Fundamentals and Structured Outputs Interface with commercial and local LLMs, understand tokenization dynamics, and structure reliable JSON outputs using Pydantic. Vector Search and Embeddings Master text embeddings and vector space math, and build custom semantic search engines using FAISS and ChromaDB. Advanced RAG Architectures Design production-grade Retrieval-Augmented Generation pipelines with hybrid search, cross-encoder reranking, and chunking strategies for multi-page document retrieval.…

Tracks & themes

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Timeline

  1. Registration closes

    Tue, 15 December 2026

    15 Dec 2026

  2. Event begins

    Fri, 18 December 2026

  3. Event ends

    Fri, 18 December 2026

Who can attend

Open to

Not specified by the organizer.

Organizer

Indian Institute of Technology (IIT), Bombay

College

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