LangChain for LLM Application Development
Instructors: Harrison Chase, Andrew Ng
LangChain 🦜🔗
- Beginner
- 1 Hour 38 Minutes
- 8 Video Lessons
- 6 Code Examples
- Instructors: Harrison Chase, Andrew Ng
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 ExamplesIntroduction
Video・3 mins
Models, Prompts and parsers
Video with code examples・18 mins
Memory
Video with code examples・17 mins
Chains
Video with code examples・13 mins
Question and Answer
Video with code examples・15 mins
Evaluation
Video with code examples・15 mins
Agents
Video with code examples・14 mins
Conclusion
Video・1 mins
Instructors
Harrison Chase
Co-Founder and CEO of LangChain
LangChain for LLM Application Development
- Beginner
- 1 Hour 38 Minutes
- 8 Video Lessons
- 6 Code Examples
- Instructors: Harrison Chase, Andrew Ng
Course access is free for a limited time during the DeepLearning.AI learning platform beta!
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