Agentic RAG: Make Chatting with Docs Smarter
Prompt Engineering Prompt Engineering
169K subscribers
13,319 views
429

 Published On Jul 16, 2024

In this video, I explain how Agentic RAG improves information retrieval in RAG pipelines, making responses more accurate by refining queries and analyzing retrievals. I walk through implementing this using tools like Transformers agents, and compare it with traditional RAG. Watch to learn how to create detailed and accurate responses with Agentic RAG!

LINKS:
Colabl: https://tinyurl.com/k5vsuj2v

💻 RAG Beyond Basics Course:
https://prompt-s-site.thinkific.com/c...

Let's Connect:
🦾 Discord:   / discord  
☕ Buy me a Coffee: https://ko-fi.com/promptengineering
|🔴 Patreon:   / promptengineering  
💼Consulting: https://calendly.com/engineerprompt/c...
📧 Business Contact: [email protected]
Become Member: http://tinyurl.com/y5h28s6h

💻 Pre-configured localGPT VM: https://bit.ly/localGPT (use Code: PromptEngineering for 50% off).

Signup for Newsletter, localgpt:
https://tally.so/r/3y9bb0


TIMESTAMP:
00:00 Introduction to Retrieval Augmented Generation (RAG)
00:18 Challenges in Traditional RAG
01:02 Introducing Agentic RAG
02:35 Implementing Agentic RAG with Transformers Agents
03:07 Setting Up the Environment
07:13 Building the Retrieval Tool
10:39 Creating the Agentic Loop
13:52 Comparing Agentic RAG with Standard RAG
15:40 Conclusion and Future Content


All Interesting Videos:
Everything LangChain:    • LangChain  

Everything LLM:    • Large Language Models  

Everything Midjourney:    • MidJourney Tutorials  

AI Image Generation:    • AI Image Generation Tutorials  

show more

Share/Embed