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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 2 • Chapter 3
Generation Component of RAG
Summary
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Concept Check
What is the Generation Component of RAG responsible for?
Optimizing data storage.
Reading input data.
Displaying output data.
Creating synthetic data.
What does the Generation Component of RAG primarily focus on?
Data visualization.
Data analysis.
Data retrieval.
Creating artificial datasets.
Which task is performed by the Generation Component of RAG?
Data processing.
Generating sample data.
Data integration.
Data cleansing.
What is a key function of the Generation Component of RAG?
Calculating data metrics.
Building machine learning models.
Generating simulated data.
Indexing database entries.
What is a primary role of the Generation Component of RAG?
Generating test datasets.
Optimizing data pipelines.
Running data queries.
Monitoring data quality.
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Retrieval Component of RAG