Short CourseBeginner1 Hour 38 Minutes

LangChain for LLM Application Development

Instructors: Harrison Chase, Andrew Ng

LangChain 🦜🔗

  • Beginner
  • 1 Hour 38 Minutes
  • 8 Video Lessons
  • 6 Code Examples

What you'll learn

  • Learn LangChain directly from the creator of the framework, Harrison Chase

  • Apply LLMs to your proprietary data to build personal assistants and specialized chatbots

  • Use agents, chained calls, and memories to expand your use of LLMs

About this course

In LangChain for LLM Application Development, you will gain essential skills in expanding the use cases and capabilities of language models in application development using the LangChain framework.

In this course you will learn and get experience with the following topics:

  • Models, Prompts and Parsers: calling LLMs, providing prompts and parsing the response
  • Memories for LLMs: memories to store conversations and manage limited context space
  • Chains: creating sequences of operations
  • Question Answering over Documents: apply LLMs to your proprietary data and use case requirements
  • Agents: explore the powerful emerging development of LLM as reasoning agents.

This one-hour course, instructed by the creator of LangChain Harrison Chase as well as Andrew Ng will vastly expand the possibilities for leveraging powerful language models, where you can now create incredibly robust applications in a matter of hours.

Who should join?

LangChain for LLM Application Development is a beginner-friendly course. Basic Python knowledge will help you get the most out of this course.

Course Outline

8 Lessons・6 Code Examples
  • Introduction

    Video3 mins

  • Models, Prompts and parsers

    Video with code examples18 mins

  • Memory

    Video with code examples17 mins

  • Chains

    Video with code examples13 mins

  • Question and Answer

    Video with code examples15 mins

  • Evaluation

    Video with code examples15 mins

  • Agents

    Video with code examples14 mins

  • Conclusion

    Video1 mins

Instructors

Harrison Chase

Harrison Chase

Co-Founder and CEO of LangChain

Andrew Ng

Andrew Ng

Founder, DeepLearning.AI; Co-founder, Coursera

Course access is free for a limited time during the DeepLearning.AI learning platform beta!

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