LLM Agent
Quick definition
An AI agent where a large language model (LLM) serves as the cognitive center — the brain that reasons, plans and makes decisions to autonomously execute tasks.
Detailed explanation
An LLM agent is an AI system where a large language model like GPT-4o, Claude or Gemini forms the central reasoning module. The LLM processes the context, chooses the next action, and generates instructions for tool use. LLM agents are the dominant architecture for modern autonomous AI agents.
Synonyms
Examples
An LLM agent for B2B sales uses GPT-4o to identify relevant prospects, write personalized emails and generate CRM updates.
When to use this?
Use 'LLM agent' in technical contexts to emphasize that the AI system uses a large language model as its reasoning module.
Match-day approach
Match-AI's agents are LLM agents using state-of-the-art models (GPT-4o, Claude 3.5) combined with a proprietary orchestration layer and B2B-specific tools.
Related terms
Large Language Model (LLM)(LLM)
A Large Language Model (LLM) is a neural network trained on enormous amounts of text that understands, generates, and reasons with human language at a human level.
AI Agent
An AI agent is an autonomous software program that independently executes tasks, makes decisions, and communicates with external systems to achieve a specific goal.
Agentic AI
Agentic AI refers to AI systems that act proactively, self-directedly, and goal-orientedly — they plan multiple steps ahead, learn from feedback, and act autonomously in complex environments.
Learn more
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