Practical RAG - Choosing the Right Embedding Model, Chunking Strategy, and More Published 2023-11-09 Download video MP4 360p Download video MP4 720p Recommendations 53:45 Chunking Best Practices for RAG Applications 58:02 Large Language Models in Five Formulas 22:01 Ideation to Conversion with Bestever AI 17:51 I Analyzed My Finance With Local LLMs 22:17 GPT-6 SHOCKS Everyone With NEW ABILITIES! (GPT5, GPT-6, GPT-7) Document Reveals ALL! 1:19:27 Stanford CS25: V3 I Retrieval Augmented Language Models 53:56 Fine-tuning LLMs with Hugging Face SFT 🚀 | QLoRA | LLMOps 17:17 A Complete Overview of Word Embeddings 31:22 The Trillion Dollar Equation 1:16:15 Stanford CS224N | 2023 | Lecture 10 - Prompting, Reinforcement Learning from Human Feedback 45:32 A Survey of Techniques for Maximizing LLM Performance 08:17 Ollama 0.1.26 Makes Embedding 100x Better 09:41 What is Retrieval Augmented Generation (RAG) - Augmenting LLMs with a Memory 35:45 How to Build an LLM from Scratch | An Overview 49:47 “What's wrong with LLMs and what we should be building instead” - Tom Dietterich - #VSCF2023 15:21 Prompt Engineering, RAG, and Fine-tuning: Benefits and When to Use 21:19 Code, as you meant it, with AI Agents 07:56 You Need Better Knowledge Graphs for Your RAG 28:18 Fine-tuning Large Language Models (LLMs) | w/ Example Code 18:35 Building Production-Ready RAG Applications: Jerry Liu Similar videos 16:19 Understanding Embeddings in RAG and How to use them - Llama-Index 50:17 Advanced RAG: Chunking, Embeddings, and Vector Databases 🚀 | LLMOps 53:55 Optimizing RAG With LLMS: Exploring Chunking Techniques and Reranking for Enhanced Results 10:41 LangChain: How to Properly Split your Chunks 1:09:00 The 5 Levels Of Text Splitting For Retrieval 1:04:03 RAG Evaluation with RAGAS (RAG ASessment) v0.1 and LangChain v0.1 18:41 OpenAI Embeddings and Vector Databases Crash Course 34:31 Lessons Learned on LLM RAG Solutions 08:59 LangChain + Ray Tutorial: How to Generate Embeddings For 33,000 Pages in Under 4 Minutes 37:10 LlamaIndex Sessions: Practical Tips and Tricks for Productionizing RAG (feat. Sisil @ Jasper) 37:21 Session 7: RAG Evaluation with RAGAS and How to Improve Retrieval 58:11 Overview of RAG Approaches with Vector Databases 09:17 Advanced RAG 01: Small-to-Big Retrieval with LlamaIndex 47:55 Better RAG with Merger Retriever (LOTR) and Re-ranking Retriever (Long Context Reorder) 40:35 Testing Framework Giskard for LLM and RAG Evaluation (Bias, Hallucination, and More) 59:53 Smart RAG: Domain-specific fine-tuning for end-to-end Retrieval 40:18 Notebook Walkthrough - Question Answering with RAG on a Custom Dataset 28:58 Let's talk about R in RAG. Practical tips for improving your retrieval results More results