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Unleash the Power of Large Language Models Using LangChain
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Introduction to LangChain
What is a Language Model?
What Is LangChain and Why Does It Matter?
Use Cases of LangChain
Exploring LangChain
Chat Models and Prompt Templates in LangChain
Parsing Outputs with LangChain
Runnables and LCEL
Tools in LangChain
Embeddings and Vector Stores in LangChain
LangGraph Basics
What is LangGraph?
What Are the Main Components of LangGraph?
Why Traditional Chains Fall Short?
How To Create A Routing System?
Quiz: Introduction to LangGraph
Wrapping Up
Conclusion
Project
Query CSV Files with Natural Language Using LangChain and Panel
Conclusion
Review what you have learned in this course.
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Key takeaways
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