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

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[TayyabAhmad]

Kudos to you Sir! Before this video I was thinking RAG is just chunking, retrieve and generate. In this video you showed rag isn't just that. Optimization techniques are the real Thnx

[fit_wid_geek]

Hi Vasanth! Have been following your channel to deep dive in the realm of GenAI and your honest effort of actually introducing us to all the latest developments in this field, is commendable. The quality of videos is so high and it feels that the course has been so diligently designed to cater the right knowledge, in the most precise manner. The course, successfully treads on from beginner to advanced topics, without being overwhelming at any point. Kudos to you, keep growing!

[RoyalMamba.]

Kudos Vasanth ! Been knowing you since your Rainfall Prediction Project and kept following you ever since that.
So nice to see you grow !
Keep making such content.

[usmantahir]

Great video really helpful content. Watching from Pakistan!
Thanks alot

[muhammedaslama]

Could you create some deployment videos? There are many videos on building, but nothing on deployment.

Also, how do we determine the computational requirements for LLM inference and deployment?

[piyush_kashyap]

Please make videos how can we finetune models like bert and all for our business point of view sir.

[parthvashista]

there is no requirements.txt in the project

[sheldonsebastian]

What software did you use to create the initial image? It's beautiful

[heisenbergwhite]

Are any other videos prerequisite for this

[thangarajerode]

Do video on how to chat with large Microsoft SQL database and deploy on Azure??