LangChain: Build ChatGPT for Your Data

GPT-4 Event Summary: Dive into the Future of AI with Our LangChain Workshop: Build Your Own ChatGPT! Discover the cutting-edge Large Language Model Operations (LLM Ops) and master LangChain to create sophisticated LLM applications. This interactive session will unveil the secrets of using chains to integrate prompts with LLMs and vector databases. Learn to craft advanced QA chatbots using just PDF documents, with all demo code available via GitHub. Ideal for anyone eager to harness LangChain for personalized LLM applications or delve into the world of LLM Ops. Don't miss this opportunity to shape the future of AI! Join us every Wednesday at 1pm EST for our live events. SUBSCRIBE NOW to get notified! Speakers: ​Dr. Greg, Co-Founder & CEO AI Makerspace   / gregloughane   The Wiz, Co-Founder & CTO AI Makerspace   / csalexiuk   Apply for The AI Engineering Bootcamp on Maven today! https://bit.ly/AIEbootcamp LLM Foundations - Email-based course https://aimakerspace.io/llm-foundations/ For team leaders, check out! https://aimakerspace.io/gen-ai-upskil... Join our community to start building, shipping, and sharing with us today!   / discord   How'd we do? Share your feedback and suggestions for future events. https://forms.gle/z96cKbg3epXXqwtG6 00:00:00 Welcome to Lang Chain: Building Chat GPT for Your Data 00:03:51 Building a Langchain Framework 00:07:16 Understanding System, User, and Assistant Messages in AI 00:10:45 Discussing Red Lobster: Is It Fine Dining? 00:14:05 Building Effective Prompt Templates with F Strings 00:17:24 Chaining Prompts in LLMs 00:20:43 Understanding Vector Stores and Indexing with LangChain 00:24:27 Efficient Text Chunking for LLMS 00:27:53 Integrating LLMS into QA Chains 00:31:31 Understanding Agents in Generative AI 00:35:33 Implementing Memory in GPT-like Systems 00:38:51 Exploration of the Cheshire Cat in Alice in Wonderland 00:42:02 Introduction to Single Document QA 00:45:43 Implementing Lang Chain with LLMs 00:49:25 Customizing AI System Personas 00:52:46 Deep Learning AI Course Overview 00:55:48 Staying Updated with YouTube ML Makerspace