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AI Agents Overview

Deep dive into how AI agents work in Lattice.

Lattice agents are built on a powerful architecture that combines large language models with tool execution and memory systems.

Agent Architecture

Each agent consists of several key components:

  • Brain (LLM) - The reasoning engine that makes decisions
  • Tools - Capabilities the agent can use (APIs, functions, etc.)
  • Memory - Short-term and long-term storage for context
  • Executor - Runs actions and handles responses

Agent Lifecycle

text
1. Receive Task → 2. Plan Steps → 3. Execute Tools → 4. Evaluate Results → 5. Iterate or Complete

Agent States

  • Idle - Waiting for tasks
  • Planning - Breaking down the task
  • Executing - Running tools and actions
  • Evaluating - Checking results
  • Complete - Task finished successfully
  • Error - Something went wrong
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