Mastering LangChain

Mastering LangChain is a course that will teach us how to build context-aware AI apps using LCEL, Runnables, memory, RAG, agents, and LangGraph through real examples in document handling and decision-making.

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Course curriculum

1. Introduction
2. Learning Objectives
1. Introduction
2. Overview of LangChain
3. Definition and Purpose
4. LangChain Ecosystem
5. Reasons to Use LangChain
6. Quiz
1. Introduction
2. Chat Models
3. Prompt Templates
4. Advance Prompt Templates
5. Practical Exercises
6. Quiz
1. Introduction
2. Example Selectors
3. Practical Exercises
4. Quiz
1. Introduction
2. Output Parsers
3. Output Parsers Hands-On Exercise
4. Practical Exercises
5. Quiz
1. Introduction
2. Document Loaders
3. Text Splitters
4. Practical Exercises
5. Quiz
1. Introduction
2. Vector Stores
3. Practical Exercises
4. Quiz
1. Introduction
2. Retrievers
3. Practical Exercises
4. Quiz
1. Introduction
2. Chains
3. Practical Exercises
4. Quiz
1. Introduction
2. Understanding Agents
3. Customizing Agents with Tools
4. Practical Exercise
5. Quiz
1. Introduction
2. Getting Started with LangGraph
3. Practical Exercises
4. Quiz
1. Introduction
2. Memory
3. Simple Memory Implementation
4. Vector Stored Memory
5. Practical Exercises
6. Quiz
1. Introduction
2. Understanding Callbacks
3. Observability Tools
4. Practical Exercises
5. Quiz
1. Introduction
2. Tracing and Debugging
3. Evaluating LLM Applications
4. Quiz
1. Graded Quiz
1. Slide Deck – LangChain
2. Slide Deck – Memory
3. OpenAI API Key Setup
4. Reference Materials
1. Course Summary

About this course

$100.00
70 lessons
7.5 hours of video content

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Mastering LangChain

Course curriculum

Getting Started

Introduction to LangChain

Chat Models & Prompt Templates

Example Selectors & Few-Shot Prompting

Output Parsers & Structured Outputs

Document Loaders & Text Splitters

Embedding Models & Vector Stores

Retrievers & Techniques

Chains & LangChain Expression Language (LCEL)

Agents & Tool Use

LangGraph for Orchestration

Memory & Conversation History

Callbacks & Observability

LangSmith for Evaluation & Monitoring

Self-Assessment

Resources

Wrap Up

About this course

Discover your potential, starting today