Master RAG in 5 Hrs | RAG Introduction, Advanced Data Preparation, Advanced RAG Methods, GraphRAG

Unlock the full potential of RAG with our all-inclusive course! From beginner basics to advanced techniques like self-reflective and adaptive RAG, you'll master query transformation, chunking, indexing to VectorDB, and even building medical chatbots. Plus, learn to monitor AI agents with AgentOPS and set up Microsoft GraphRAG locally. Perfect for all levels! Join me, Vasanth, and elevate your AI game. Timestamps: 0:00:00 Course Introduction 0:04:38 Beginner - RAG From Scratch Introduction 0:24:13 Intermediate - Query Transformation Techniques 0:50:40 Intermediate - Query Construction and Data Source Routing 1:06:30 Intermediate - Chunking & Indexing Data To VectorDB 1:32:56 Intermediate - Retrieval Methods 1:55:17 Advanced - Self Reflection RAG 2:13:28 Advanced - Adaptive RAG 2:39:07 Advanced - Self Corrective RAG 3:03:52 Advanced - Monitoring AI Agents in Production with AgentOPS: Planner Agent 3:27:56 Advanced - Agentic RAG Usecase: Medical Chatbot 3:55:36 Advanced - Building Knowledge Graphs with Neo4J For RAG 4:14:47 Advanced - Microsoft GraphRAG Local Setup with Introduction and Explanation 4:29:45 Advanced - Microsoft GraphRAG with Groq For Free Join this channel to get access to perks: https://www.youtube.com/channel/UCsJmKTSuye9EXqNJVwNfWag/join Important Links: Github Repo: https://github.com/Vasanthengineer4949/Master-RAG For further discussions please join the following telegram group Telegram Group Link: https://t.me/nhv4949 You can also connect with me in the following socials Gmail: [email protected] LinkedIn: https://www.linkedin.com/in/vasanthengineer4949/ Other Playlist Links: AI Realtime Projects using LLMs - https://www.youtube.com/playlist?list=PLrzE9U41BOPA2xivpDAzZA1gnWwPfCgpu NLP Advanced Roadmap - https://www.youtube.com/playlist?list=PLrzE9U41BOPAkOhsVSmav9SAHtqv_qOsZ LLMs Related - https://www.youtube.com/playlist?list=PLrzE9U41BOPC8C_dWjgVgjmhb4J1GiUIZ NLP Research Papers - https://www.youtube.com/playlist?list=PLrzE9U41BOPCPXiwm_EE935SE3dh1P2tE Mistral Research to Real World Applications - https://www.youtube.com/playlist?list=PLrzE9U41BOPDR7b9bBCr2OZQis0_Zvjyi NLP Projects - https://www.youtube.com/playlist?list=PLrzE9U41BOPAZwfa9HiT51UNUHAJmh6lA Langchain Projects - https://www.youtube.com/playlist?list=PLrzE9U41BOPBTvztlxLC-8XC5hUY-VWSb ML Bootcamp - https://www.youtube.com/playlist?list=PLrzE9U41BOPCifLLV67xU0cn37DaU4b_Z