Overview of RAG Approaches with Vector Databases Published 2023-11-08 Download video MP4 360p Download video MP4 720p Recommendations 1:11:34 Retrieval-Augmented Generation (RAG) using LangChain and Pinecone - The RAG Special Episode 29:02 Livestream: Sentiment Analysis with Vector Databases 53:45 Chunking Best Practices for RAG Applications 59:37 High-performance RAG with LlamaIndex 1:03:30 Going Meta - Ep 22: RAG with Knowledge Graphs 50:17 Advanced RAG: Chunking, Embeddings, and Vector Databases 🚀 | LLMOps 34:31 Lessons Learned on LLM RAG Solutions 49:24 Retrieval Augmented Generation (RAG) Explained: Embedding, Sentence BERT, Vector Database (HNSW) 06:36 What is Retrieval-Augmented Generation (RAG)? 18:35 Building Production-Ready RAG Applications: Jerry Liu 09:41 What is Retrieval Augmented Generation (RAG) - Augmenting LLMs with a Memory 27:09 How LlamaIndex Brings Data to LLMs 31:56 NODES 2023: Build Apps with the new GenAI Stack from Docker, LangChain, Ollama, and Neo4j 34:52 Evaluating RAG Performance with Vector Databases | BLEU, ROUGE, and RAGAS 45:32 A Survey of Techniques for Maximizing LLM Performance 23:43 RAG But Better: Rerankers with Cohere AI 12:02 Advanced RAG 01 - Self Querying Retrieval 35:53 Chatbots with RAG: LangChain Full Walkthrough 44:21 Vector Search Isn’t Enough | BRKFP301H 40:29 Vector search and state of the art retrieval for Generative AI apps | BRK206H Similar videos 03:22 Vector databases are so hot right now. WTF are they? 04:23 Vector Databases simply explained! (Embeddings & Indexes) 18:41 OpenAI Embeddings and Vector Databases Crash Course 1:11:47 Vector Search RAG Tutorial – Combine Your Data with LLMs with Advanced Search 06:52 Vector Database Explained | What is Vector Database? 1:01:12 Building Multi-Modal Search with Vector Databases 20:11 The Power of Vector Databases For Knowledge Search 47:06 Get Started with Qdrant Vector Database: Build your First RAG (Part 1) 14:35 Vector Search: The Future of Data Querying Explained | Semantic Searching 08:41 Advanced RAG with Knowledge Graphs (Neo4J demo) 36:23 Vector Embeddings Tutorial – Code Your Own AI Assistant with GPT-4 API + LangChain + NLP 13:10 Vector Databases and Large Language Models // Samuel Partee // LLMs in Production Conference 14:25 PostgreSQL as VectorDB - Beginner Tutorial 43:31 What is a vector database? Why are they critical infrastructure for #ai #applications? More results