Intro to LangChain

Get started with LangChain: Learn to build powerful LLM applications by mastering its core components, prompt engineering, data handling, and agent design.

LangChain Fundamentals and Setup

Unit 1: Introduction to LangChain

Unit 2: Setting Up Your Environment

Prompt Engineering and Basic Chains

Unit 1: Introduction to Prompt Engineering

Unit 2: Advanced Prompt Engineering Techniques with LangChain

Unit 3: Prompt Templates in LangChain

Unit 4: Building Basic Chains with LangChain

Advanced Chains and LangChain Expression Language (LCEL)

Unit 1: Introduction to LCEL

Unit 2: Building Complex Chains with LCEL

Unit 3: Advanced LCEL Concepts

Indexes and Data Handling

Unit 1: Introduction to Indexes

Unit 2: Document Loaders and Text Splitters

Unit 3: Vector Embeddings and Stores

Agents and Memory

Unit 1: Introduction to LangChain Agents

Unit 2: Advanced Agent Techniques

Unit 3: Memory in LangChain Agents

Monitoring, Optimization, and Deployment

Unit 1: Monitoring and Debugging with LangChain

Unit 2: Logging and Error Handling

Unit 3: Optimization and Fine-Tuning

Unit 4: Deployment and Emerging Trends