LangChain Prompt Engineering Fundamentals

Master the art of prompt engineering with LangChain and unlock the power of Large Language Models for building innovative applications.

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Introduction to Prompt Engineering and LangChain

Unit 1: Understanding Prompt Engineering and LLMs

Unit 2: Introduction to LangChain

Unit 3: Setting Up Your Development Environment

Unit 4: LangChain's Basic Components

Crafting Effective Prompts with PromptTemplate

Unit 1: Introduction to PromptTemplate

Unit 2: Advanced PromptTemplate Features

Unit 3: PromptTemplate for Different Tasks

Prompting Strategies: Zero-Shot, One-Shot, and Few-Shot Learning

Unit 1: Zero-Shot Learning

Unit 2: One-Shot Learning

Unit 3: Few-Shot Learning

Unit 4: Comparing Prompting Strategies

Structuring LLM Responses with Output Parsers

Unit 1: Introduction to Output Parsing

Unit 2: Parsing into JSON

Unit 3: Parsing into Lists and Other Structures

Unit 4: Error Handling and Data Integrity

Building Complex Applications with Prompt Chaining

Unit 1: Introduction to Prompt Chaining

Unit 2: Basic Prompt Chaining Techniques

Unit 3: Advanced Prompt Chaining Strategies

Unit 4: Applications of Prompt Chaining

Evaluating and Refining Prompts

Unit 1: Introduction to Prompt Evaluation

Unit 2: LangChain's Evaluation Tools

Unit 3: Prompt Refinement Techniques

Unit 4: Advanced Evaluation Strategies