Harnessing RAG with Open-Source LLMs — @matthew_berman, @jamesbriggs Published 2023-09-05 Download video MP4 360p Download video MP4 720p Recommendations 1:02:00 Making Retrieval Augmented Generation Better with @jamesbriggs 23:56 The BEST Open Source LLM? (Falcon 40B) 24:02 "I want Llama3 to perform 10x with my private knowledge" - Local Agentic RAG w/ llama3 15:40 GraphRAG: LLM-Derived Knowledge Graphs for RAG 48:46 Beyond the Basics of Retrieval for Augmenting Generation (w/ Ben Clavié) 29:11 Developing and Serving RAG-Based LLM Applications in Production 23:43 RAG But Better: Rerankers with Cohere AI 19:40 Adding Agentic Layers to RAG 20:18 Why Does Diffusion Work Better than Auto-Regression? 45:28 Build Agentic AI Apps with the Autogen framework | OD539 49:47 “What's wrong with LLMs and what we should be building instead” - Tom Dietterich - #VSCF2023 45:20 LlamaIndex Webinar: Graph Databases, Knowledge Graphs, and RAG with Wey (NebulaGraph) 1:24:42 $0 Embeddings (OpenAI vs. free & open source) 15:23 What runs GPT-4o? | Inside the Biggest AI Supercomputer in the cloud with Mark Russinovich 15:21 Prompt Engineering, RAG, and Fine-tuning: Benefits and When to Use 12:02 Advanced RAG 01 - Self Querying Retrieval 59:48 [1hr Talk] Intro to Large Language Models 58:33 Pinecone Workshop: LLM Size Doesn't Matter — Context Does 22:02 AI thinks in different dimensions 59:11 Deep Dive into LLM Evaluation with Weights & Biases