https://www.youtube.com/watch?v=yF9kGESAi3M
Timestamps:
- 00:00:00 Introduction
- 00:01:34 Course Overview
- 00:04:05 Setup Environment
- 00:08:31 Chat Models Overview
- 00:10:58 Example Overview
- 00:11:35 Chat Models
- 00:16:12 Chat Models - Basic Conversation
- 00:20:24 Chat Models - Alternatives
- 00:22:21 Chat Models - Real Time Conversation
- 00:25:41 Chat Models - Save Message History
- 00:33:59 Prompt Templates
- 00:37:07 Prompt Templates - Basic
- 00:42:52 Prompt Templates - With Chat Model
- 00:46:12 Chain Overview
- 00:49:43 Chain - Basic Example
- 00:53:06 Chain - Under The Hood
- 00:59:23 Chain - Extended
- 01:02:30 Chain - Parallel
- 01:09:57 Chain - Branching
- 01:16:18 RAG Intro
- 01:18:13 RAG Overview
- 01:26:17 RAG - Basic Example
- 01:34:16 RAG - Basic Example Part 1b
- 01:41:09 RAG - Basic With Metadata
- 01:46:58 RAG - Text Splitting
- 01:54:42 RAG - Embedding
- 02:01:11 RAG - Retriever
- 02:08:49 RAG - One Off Question
- 02:13:35 RAG - Conversational
- 02:22:25 RAG - Web Scrapping
- 02:30:24 Agents & Tools
- 02:36:50 Agents & Tools - Basic
- 02:47:00 Agents - React Chat
- 02:55:23 Agents - React Docstore
- 03:03:07 Tools - Constructor
- 03:08:22 Tools - Base Tools
- 03:16:52 Outro