Скачать или смотреть RAG Explained: The Key to Reliable, Enterprise-Ready AI

Enhancing AI Accuracy with Retrieval Augmented Generation (RAG) Explained

We dive into the world of Retrieval Augmented Generation (RAG) and how it can make AI tools smarter and more accurate. Using a practical scenario of choosing an HRMS payroll solution for a logistics company in Saudi Arabia, the video explains the limitations of large language models like GPT-4 and the importance of RAG for injecting real-time, accurate knowledge into AI. We cover the technical components of RAG, real-world examples, and tips for building effective RAG systems. This episode is essential viewing for anyone developing AI products and looking to improve information retrieval and accuracy.

00:00 Introduction
01:18 Limitations of Large Language Models
01:57 Introduction to Retrieval Augmented Generation (RAG)
03:53 Real-World Applications of RAG
04:45 Technical Breakdown of RAG
05:54 Fine-Tuning vs. RAG
06:28 Challenges and Tips for Implementing RAG
08:17 Future of RAG and Conclusion

Read the in-depth article here - https://vibinthomas.substack.com/p/re...