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Large Language Models
Unit 1
How LLM works
Neural Network Architecture of LLM
Training and Fine-Tuning LLMs
Language Modeling and Generation
Unit 2
What is RAG
Introduction to RAG
Retrieval Component of RAG
Generation Component of RAG
Unit 3
Langchain Basics using Javascript
Introduction to Langchain
Setting Up Langchain with Javascript
Working with Langchain Data in Javascript
Implementing Smart Contracts in Langchain with Javascript
Interacting with Langchain APIs using Javascript
Unit 3 • Chapter 5
Interacting with Langchain APIs using Javascript
Summary
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Concept Check
What is an example of interacting with Langchain APIs using Javascript?
Using a PUT request to create a new entry in Langchain
Sending a GET request to retrieve data from a Langchain endpoint
Using a POST request to update information in a Langchain database
Executing a DELETE request to remove a record from Langchain
How can Javascript interact with Langchain APIs?
By using external libraries that handle Langchain API interactions
By embedding Langchain API keys into Javascript code
By directly accessing the Langchain database with SQL queries
By using HTTP requests like GET, POST, PUT, and DELETE methods
What is a common way to interact with Langchain APIs in Javascript?
Using a specialized Langchain SDK for Javascript development
Communicating with Langchain APIs through email notification systems
Directly modifying Langchain server configurations from Javascript
Making HTTP requests to Langchain endpoints for data retrieval and manipulation
Why is it important to understand Langchain APIs when using Javascript?
To bypass security measures in Langchain's authentication system
To effectively integrate Langchain functionalities into Javascript applications
To implement custom encryption algorithms for Langchain data
To automate administrative tasks on the Langchain server using Javascript
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Implementing Smart Contracts in Langchain with Javascript