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Category:

Category:

LLM (Large Language Model)

Category:

Core AI & LLM Concepts

Definition

Neural models trained on massive datasets to understand and generate language.

Explanation

LLMs perform reasoning, generation, summarization, and coding using transformer architectures. They are foundational for agents and RAG systems.

Technical Architecture

Tokens → Embeddings → Transformer Layers → Output Tokens

Core Component

Transformer layers, Attention mechanism, Embedding model

Use Cases

Chatbots, agents, summarization, content generation, coding

Pitfalls

Hallucinations, cost, latency, lack of memory

LLM Keywords

Large Language Model, Transformer Model

Related Concepts

Related Frameworks

• Embeddings
• Context Window
• Transformer
• RAG

• LLM architecture diagram

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