Agentic AI

Systems where Large Language Models (LLMs) autonomously navigate multi-step reasoning, tool usage, and self-directed workflows to solve complex problems without constant human intervention.

schema

Core Patterns

code

Implementations

verified

Avg. Reliability

—

Coming Soon

auto_fix_high

intermediate

Agentic AIverifiedVerified

Evaluator-Optimizer Agent

An iterative refinement loop where an 'Evaluator' provides granular feedback on an 'Optimizer’s' output until quality thresholds are met.

Difficulty: intermediatearrow_right_alt

neurology

advanced

Agentic AIverifiedVerified

ReAct Agent

Interleaves chain-of-thought Reasoning with Action execution, enabling LLMs to dynamically plan, act, and observe in a loop.

Difficulty: advancedarrow_right_alt