Build your own RAG system using Azure + LangChain
Build Smarter. Retrieve Smarter.
Hosted by Simplify AI Tools
Join an exclusive 2-day hands-on program where you'll master RAG (Retrieval-Augmented Generation) with LLMs. Perfect for developers, analysts, or AI enthusiasts aiming to apply GenAI to real-world data and document search.
- Project-based learning—learn by building, not just listening
- Direct mentorship from GenAI experts
- Certificate, slides, codebase, prompt packs
- Peer networking & expert feedback
- Goodies + exclusive discounts on future programs
- RAG vs Fine-Tuning: When and why to use each
- Core Concepts: Transformers, embeddings, vector search
- Build with LangChain + Azure: Step-by-step RAG pipeline
- Retrieval Techniques: Chunking, hybrid search, re-ranking
- Optimize for Scale: Performance, cost, and security
- Capstone Project: Build and deploy your own RAG app
Day 1: Foundations
- Python refresher (basics to functions)
- LLM & Transformer overview
- Prompt engineering techniques
- LangChain setup & prompting
- RAG basics + use cases
- Vector DBs & embeddings
- Document chunking & indexing
Day 2: Build & Deploy
- Streamlit UI basics
- Build a RAG QnA app
- Improve retrieval (hybrid, reranking)
- Scale RAG: cost, performance, security
- Capstone project with hands-on demo
- Course Workbook & Cheatsheets
- GitHub Code Repo Access
- Printed Certificate of Completion
- RAG Architecture Blueprint (PDF)
- WhatsApp Community Access
- Simplify AI Tools Swag 🎉
Basic Python knowledge is recommended to get the most out of this workshop. We'll provide starter code, but you should be comfortable reading and modifying Python code.
Yes, all participants who complete the workshop will receive a signed completion certificate.
We'll primarily work with Azure OpenAI, LangChain, and FAISS/Milvus for vector search. All tools will be provided during the workshop.
Yes, please bring a laptop with Python and VS Code installed. We'll send setup instructions after registration.
Standard: ₹14,999
Join the Workshop
- Access to all workshop materials
- Certificate of completion
- Exclusive community access
- Early bird pricing benefits
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