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Classroom Contents
Building the Future with LLMs, LangChain, & Pinecone
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- 1 Intro
- 2 Pinecone
- 3 History of NLP
- 4 Transformers
- 5 NLP
- 6 Screenshots
- 7 Problems with Large Language Models
- 8 Growth of Large Language Models
- 9 LangChain
- 10 LangChain Overview
- 11 Modular Components
- 12 Chains
- 13 Prompt Templates
- 14 Agents
- 15 Memory
- 16 Building with Language Models
- 17 Deep Dive
- 18 The Problem
- 19 Retrievable Augmentation
- 20 Indexing
- 21 Vector Database
- 22 LangChain Components
- 23 LangChain Variants
- 24 Process Overview
- 25 Training Models on Proprietary Data
- 26 Python Text Splitter
- 27 Embedding Tools
