Meet KAG: Supercharging RAG Systems with Advanced Reasoning скачать в хорошем качестве

Meet KAG: Supercharging RAG Systems with Advanced Reasoning

This video explains Knowledge Augmented Generation (KAG), a framework that enhances RAG by using knowledge graphs to maintain entity relationships and enable advanced reasoning capabilities. The presenter covers both KAG's architecture and provides a hands-on setup guide using Docker, making complex AI retrieval more accessible. 🔗 Explore KAG on GitHub: KAG GitHub(https://github.com/OpenSPG/KAG) 📄 Read the full paper on KAG: KAG Paper(https://arxiv.org/pdf/2409.13731) #KAG #OpenSPG 💻 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 00:00 Introduction to Knowledge Augmented Generation (KAG) 02:25 Query Retrieval Process 03:20 Performance and Benefits of KAG 03:57 Setting Up KAG on Your Local Machine 06:09 Creating and Managing Knowledge Bases 11:19 Querying the Knowledge Base All Interesting Videos: Everything LangChain:    • LangChain   Everything LLM:    • Large Language Models   Everything Midjourney:    • MidJourney Tutorials   AI Image Generation:    • AI Image Generation Tutorials