Effective RAG: Generate and Evaluate High-Quality Content for Your LLMs Published 2023-10-12 Download video MP4 360p Download video MP4 720p Recommendations 57:04 Evaluation Builds Better Retrieval Augmented Generation Applications 19:52 How to set up RAG - Retrieval Augmented Generation (demo) 47:59 A Beginners Guide to Building a RAG App Using Open Source Milvus 57:16 LlamaIndex Webinar: Learn about DSPy 17:57 Generative AI in a Nutshell - how to survive and thrive in the age of AI 24:07 Transformers, explained: Understand the model behind ChatGPT 55:45 Exploring Sparse and Dense Embeddings: A Guide for Effective Information Retrieval with Milvus 33:29 AI Hardware w/ Jim Keller 11:37 What is RAG? (Retrieval Augmented Generation) 1:02:06 How MindStudio Crafted a No-Code Pathway for RAG App Builders 43:31 What is a vector database? Why are they critical infrastructure for #ai #applications? 36:58 QLoRA—How to Fine-tune an LLM on a Single GPU (w/ Python Code) 46:53 GraphRAG: Knowledge Graphs for AI Applications with Kirk Marple - 681 16:30 Why do Convolutional Neural Networks work so well? 37:21 Session 7: RAG Evaluation with RAGAS and How to Improve Retrieval 23:43 RAG But Better: Rerankers with Cohere AI 55:43 Introduction to AI Agents with Milvus and LlamaIndex 18:35 Building Production-Ready RAG Applications: Jerry Liu 19:14 Learn to Evaluate LLMs and RAG Approaches 06:36 What is Retrieval-Augmented Generation (RAG)? Similar videos 50:42 How to evaluate an LLM-powered RAG application automatically. 29:11 Developing and Serving RAG-Based LLM Applications in Production 08:50 RAGAs- A Framework for Evaluating RAG Applications 08:45 Evaluate LLMs - RAG 08:33 What is Prompt Tuning? 05:34 How Large language Models Work 09:25 Evaluate LLMs for RAG with LLMWare 11:44 Cohere's Command-R a Strong New Model for RAG 45:32 A Survey of Techniques for Maximizing LLM Performance 02:53 Build a Large Language Model AI Chatbot using Retrieval Augmented Generation 09:41 What is Retrieval Augmented Generation (RAG) - Augmenting LLMs with a Memory 11:25 Evaluating LLMs using Langchain 24:57 LangChain - Advanced RAG Techniques for better Retrieval Performance 09:38 Why Large Language Models Hallucinate 15:21 Prompt Engineering, RAG, and Fine-tuning: Benefits and When to Use 17:19 Prompt Engineering And LLM's With LangChain In One Shot-Generative AI 26:38 Automated evaluation of LLM apps with the azure-ai-generative SDK | Python Data Science Day More results