Diving Deeper: LLM Architecture Components
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Last updated
Last updated
In the forthcoming video, we provide a detailed explanation of the essential components that constitute a Large Language Model's architecture. This video aims to extend your comprehension of the LLM architecture, contributing to your foundational understanding of the field.
The User Interface Component designed to pose questions
The Storage Layer, which utilises Vector DB or Vector Indexes
The Service, Chain, or Pipeline Layer, which is instrumental in the model's functioning (with a brief mention of the Chain Library used for chaining prompts)
Summary of our learnings around LLM Architecture Components
Let's look at a cleaner architecture diagram, and various steps of the pipeline and summarize the advantages of RAG based on what we've understood so far.