Generative AI 101: When to use rag vs fine tuning? Published 2024-02-26 Download video MP4 360p Recommendations 21:41 How to Improve LLMs with RAG (Overview + Python Code) 08:03 RAG Explained 12:29 What are AI Agents? 1:03:31 To Fine Tune or not Fine Tune? That is the question 34:22 How to build Multimodal Retrieval-Augmented Generation (RAG) with Gemini 45:32 A Survey of Techniques for Maximizing LLM Performance 00:50 What is LangChain? 09:36 How to Improve your LLM? Find the Best & Cheapest Solution 33:50 Evaluating LLM-based Applications 06:36 What is Retrieval-Augmented Generation (RAG)? 59:48 [1hr Talk] Intro to Large Language Models 28:57 Lessons From Fine-Tuning Llama-2 40:37 How to Build LLMs on Your Company’s Data While on a Budget 15:22 Announcing LlamaIndex Gen AI Playlist- Llamaindex Vs Langchain Framework 23:47 AI Pioneer Shows The Power of AI AGENTS - "The Future Is Agentic" 45:41 Generative AI Fundamentals 16:42 RAG + Langchain Python Project: Easy AI/Chat For Your Docs 23:56 QLoRA is all you need (Fast and lightweight model fine-tuning) 15:58 Graph RAG: Improving RAG with Knowledge Graphs Similar videos 00:53 When Do You Use Fine-Tuning Vs. Retrieval Augmented Generation (RAG)? (Guest: Harpreet Sahota) 15:21 Prompt Engineering, RAG, and Fine-tuning: Benefits and When to Use 08:33 What is Prompt Tuning? 12:44 LangChain Explained in 13 Minutes | QuickStart Tutorial for Beginners 05:49 Back to Basics: Understanding Retrieval Augmented Generation (RAG) 18:30 "How to give GPT my business knowledge?" - Knowledge embedding 101 04:35 How to tune LLMs in Generative AI Studio 09:53 "okay, but I want GPT to perform 10x for my specific use case" - Here is how 05:34 How Large language Models Work 00:48 Which is Best? RAG or Fine-Tuning 15:46 Introduction to large language models 18:35 Building Production-Ready RAG Applications: Jerry Liu 03:46 Zero-shot, One-shot and Few-shot Prompting Explained | Prompt Engineering 101 04:23 Vector Databases simply explained! (Embeddings & Indexes) 41:36 Prompt Engineering Tutorial – Master ChatGPT and LLM Responses More results