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AI Large Model Application Practice
AI Large Model Application Practice
Jan 6, 2025 · Artificial Intelligence

Boost LLM Agent Performance with the Evaluator‑Optimizer Reflection Loop

This article explains the Evaluator‑Optimizer reflection pattern for LLM agents, shows how it can improve output quality in single‑ or multi‑agent tasks, and provides a step‑by‑step PydanticAI implementation with code examples and practical usage tips.

LLMPydanticAIReflection
0 likes · 9 min read
Boost LLM Agent Performance with the Evaluator‑Optimizer Reflection Loop
AI Large Model Application Practice
AI Large Model Application Practice
Dec 30, 2024 · Artificial Intelligence

Implementing LLM Routing and Parallel Agent Workflows with PydanticAI

This tutorial walks through building semantic routing and parallel execution patterns for LLM agents using the lightweight PydanticAI framework, providing step‑by‑step code, example configurations, and practical observations to help developers create flexible AI‑driven workflows.

LLMPydanticAIPython
0 likes · 11 min read
Implementing LLM Routing and Parallel Agent Workflows with PydanticAI
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