AI TUTORIAL For Data Domain (AI Agents, LLMs, RAG, Vector DB)

AI Fundamentals For Data Domain | AI Agents | RAG | Vector DB | Langchain What you will learn? This is a complete beginner-friendly AI Fundamentals tutorial which will teach you about LLMs, Transformers, Embeddings, Vector Store, RAG, AI Agents, Langchain, Tool Calling etc. This is a perfect guide if you are beginner and want to start your AI journey. Timestamps: 0:00 Introduction 02:01 Agenda 07:54 What is LLM and Why LLM? 23:43 Env Setup 33:53 OpenAI and Gemini APIs 37:07 Using OpenAI LLM & Gemini LLM 57:34 How LLMs Generate? 1:36:11 Vector DB & Vector Stores 1:53:33 Complete RAG Solution 2:55:21 Prompt Engineering 3:16:25 ReAct Architecture 3:36:05 Tool Calling & Tool Binding 4:10:45 Create ReAct Agent With Langchain 4:34:19 Pydantic For Schema Validation 4:59:00 Prompt Templates & Chains 5:17:49 Create RAG Agent 5:28:37 Semantic Chunking 5:47:05 Memory In Agents UDEMY Courses: Apache Spark 4.0 Bootcamp https://www.udemy.com/course/databricks-certified-associate-developer-for-apache-spark-4/?couponCode=ANSHLAMBADATAFAM Databricks Data Engineer https://www.udemy.com/course/databricks-certified-data-engineer-associate-bootcamp/?couponCode=ANSHLAMBADATAFAMNEW Fabric Data Engineer https://www.udemy.com/course/dp-700-exam-prep-fabric-data-engineer-associate/?couponCode=ANSHLAMBADATAFAMNEW Watch My Previous Videos - Langchain Full Course https://youtu.be/AOQyRiwydyo?si=p_Hc5DL2HkIa8c3O - Langgraph Full Course https://youtu.be/DtW_Lc9hYoU?si=B96s23AS8HqNxXgJ - DBT Full Course https://youtu.be/B8uwFmVt4sU?si=Cz6r_66HqCKNPMJ8 - ADF Full Course https://youtu.be/8zIVOdKyoDA?si=t_iTomGrxO0BQjTJ - SDP Full Course https://youtu.be/EJJNoUKSc9w?si=M9ZWotUWax806u9D AI Fundamentals Notes (Repo) https://github.com/anshlambagit/AI_Fundamentals_Data_Domain Data Engineer Roadmap (With Resources) https://github.com/anshlambagit/Data_Engineer_Roadmap ======================================= Join this channel to SUPPORT MY HARDWORK: https://www.youtube.com/channel/UCu7lQE-L5gzt8aD7zuuufjw/join ======================================= Connect with ME LinkedIn - https://www.linkedin.com/in/ansh-lamba-793681184/ Telegram - https://t.me/anshlambadatafam ========================= For COLLABORATION 👇 anshlambacollab@gmail.com ========================= ⭐Hashtags⭐ #aiagent #dataengineering #databricks #dataanalytics #langchain #bigdata