RAG with Llama 2 and LangChain: Building with Open-Source LLM Ops Published 2023-08-31 Download video MP4 360p Recommendations 11:08 I used LLaMA 2 70B to rebuild GPT Banker...and its AMAZING (LLM RAG) 59:14 High-performance RAG with LlamaIndex 1:00:32 RAG for Complex PDFs 1:03:39 RAG with LangChain v0.1 and RAG Evaluation with RAGAS (RAG ASessment) v0.1 11:40 Building a Full-Stack Complex PDF AI chatbot w/ R.A.G (Llama Index) 34:31 Lessons Learned on LLM RAG Solutions 23:43 RAG But Better: Rerankers with Cohere AI 59:53 Efficient Fine-Tuning for Llama-v2-7b on a Single GPU 55:49 Session 1: Course Intro | Building Your First RAG App with LangChain, Chainlit, and Hugging Face 37:21 Session 7: RAG Evaluation with RAGAS and How to Improve Retrieval 1:06:56 Large Language Models and The End of Programming - CS50 Tech Talk with Dr. Matt Welsh 19:21 How I Made AI Assistants Do My Work For Me: CrewAI 16:19 Understanding Embeddings in RAG and How to use them - Llama-Index 17:32 Talk to Your Documents, Powered by Llama-Index 24:08 LangChain Agents with Open Source Models! 1:40:04 Large Language Models and Knowledge Graphs: Merging Flexibility and Structure 35:53 Chatbots with RAG: LangChain Full Walkthrough 18:35 Building Production-Ready RAG Applications: Jerry Liu 49:24 Retrieval Augmented Generation (RAG) Explained: Embedding, Sentence BERT, Vector Database (HNSW) Similar videos 59:15 Build and Run a Medical Chatbot using Llama 2 on CPU Machine: All Open Source 08:17 API For Open-Source Models 🔥 Easily Build With ANY Open-Source LLM 1:28:23 Session 5: Building a Production-Grade Open-Source RAG System with Llama 2, FastAPI, and Chainlit 06:36 What is Retrieval-Augmented Generation (RAG)? 02:53 Using Retrieval Augmented Generation with a Large Language Model AI Chatbot 12:44 LangChain Explained in 13 Minutes | QuickStart Tutorial for Beginners 45:15 Chat with CSV Streamlit Chatbot using Llama 2: All Open Source 19:51 NL2SQL with LlamaIndex: Querying Databases Using Natural Language | Code 17:19 Prompt Engineering And LLM's With LangChain In One Shot-Generative AI 11:08 How To Install LLaMA 2 Locally + Full Test (13b Better Than 70b??) 12:03 Chat with your Data using Llama 2 LlamaIndex Collab Demo custom LLM and embeddings Tutorial 06:42 Knowledge Graph Construction Demo from raw text using an LLM 41:23 Build a Document Summarization App using LLM on CPU: No OpenAI ❌ 14:12 Q: How put 1000 PDFs into my LLM? 16:10 How to Build an AI Document Chatbot in 10 Minutes 1:00:18 Prompt-Engineering for Open-Source LLMs More results