Complete Generative AI Project Tutorial for Beginners (Easy) | Build your own PDF bot | Intellipaat

🔥Enroll for Generative AI Course: https://intellipaat.com/generative-ai-course/ 🔥𝐁𝐨𝐨𝐤 𝐲𝐨𝐮𝐫 𝐅𝐫𝐞𝐞 𝐌𝐚𝐬𝐭𝐞𝐫𝐜𝐥𝐚𝐬𝐬: https://forms.gle/g5tExa7e54xpYZW97 🔗 Check out the project source code here: https://github.com/WeCodark/Build-Your-Gen-AI-Project/blob/main/module_04_vector_store.py Welcome to the ultimate Generative AI Project Tutorial for beginners! In this hands-on project-based tutorial, you will learn how to build your own AI-powered application using Groq, LangChain, ChromaDB, RAG Pipeline, Embeddings, and Streamlit UI. If you are looking for a complete Generative AI Project Tutorial, this video will help you understand the end-to-end workflow of modern AI applications with practical implementation and real-world concepts. Whether you are a beginner, developer, student, or AI enthusiast, this course is the perfect way to start your journey into Generative AI development in 2026. In this Generative AI Project Tutorial, we start with an Introduction and then move into LLM Integration & API Setup using Groq, LangChain, and .env configuration. You will learn Prompt Engineering techniques, Document Chunking strategies, Embeddings, and vector database integration with ChromaDB. The course also covers how to build a complete RAG Pipeline (Retrieval-Augmented Generation) for AI applications and create an interactive Streamlit UI with Session State management for seamless user interaction and deployment-ready projects. By the end of this Generative AI Project Tutorial, you will understand how modern AI chat applications work using LLMs, vector databases, retrieval pipelines, and frontend integration. This tutorial is ideal for anyone who wants to build ChatGPT-like applications, AI assistants, document Q&A systems, or portfolio-ready AI projects using the latest Generative AI tools and frameworks. Start learning today and build your own AI project from scratch with step-by-step guidance and practical demos! 📖 Below are the concepts covered in the video on 'Generative AI Tutorial ': 00:00 - 01:57 → Introduction To Gen AI 01:57 - 10:30 → LLM Integration & API Setup (Groq, LangChain, .env) 10:30 - 16:55 → Prompt Engineering 16:55 - 25:55 → Document Chunking 25:55 - 33:46 → Embeddings & ChromaDB 33:46 - 42:57 → RAG Pipeline 42:57 - 57:25 → Streamlit UI & Session State #RAG #LangChain #GenerativeAI #AIProjects #LLM #GenAI #Streamlit #Llama3 #ChromaDB #AIChatbot #MachineLearning #ArtificialIntelligence #DataScience #AIEngineer #intellipaat ➡️ About the Course The Generative AI Course by Intellipaat is designed to help learners master modern Generative AI concepts such as prompt engineering, large language models (LLMs), transformers, and Retrieval-Augmented Generation (RAG) through hands-on projects and live training sessions. The program includes about 96+ hours of learning with real-world applications like chatbots, AI agents, and content generators, and provides certification from Microsoft and iHUB IIT Roorkee. It also covers tools like OpenAI APIs, Hugging Face, LangChain, and deployment techniques, preparing learners for roles such as Prompt Engineer, AI Developer, and Generative AI Specialist. 📌 Do subscribe to Intellipaat channel & come across more relevant Tech content: https://goo.gl/hhsGWb 📚For more information, please write back to us at [email protected] or call us at IND: +91-7022374614 / US : 1-800-216-8930