Tagged articles

Tool Routing

3 articles · Page 1 of 1

Sep 28, 2026 · Artificial Intelligence

JEV in Agent Systems: 8 High-Speed Decision Patterns for LLM Agents

This article details eight practical scenarios where JEV (Judgment and Evaluation) models accelerate agent decision-making, including ReAct loop control, web automation, tool routing, safety guards, task evaluation, model routing, RAG filtering, and real-time robotics control, showing how lightweight classifiers reduce latency and token costs.

Agent SystemsJevLLM agents

0 likes · 20 min read

JEV in Agent Systems: 8 High-Speed Decision Patterns for LLM Agents

James' Growth Diary

May 9, 2026 · Artificial Intelligence

Agentic RAG Deep Dive: Letting the Agent Decide When and How Often to Retrieve

The article analyzes the shortcomings of traditional one‑shot RAG pipelines, introduces four Agentic RAG patterns that let an LLM‑driven agent control retrieval strategy, source selection, query rewriting and retry limits, and provides concrete TypeScript implementations with LangGraph, code snippets, and practical pitfalls.

Agentic RAGLLMLangGraph

0 likes · 16 min read

Agentic RAG Deep Dive: Letting the Agent Decide When and How Often to Retrieve

Wu Shixiong's Large Model Academy

Nov 18, 2025 · Artificial Intelligence

How to Make LLM Agents’ Function Calls Stable and Accurate: 5 Proven Strategies

This article breaks down why function‑call reliability is the biggest bottleneck for LLM agents and presents a systematic five‑step loop—schema quality, prompt context, sampling, training data, and runtime defenses—plus concrete optimization techniques such as dynamic tool routing, plan‑execute, validation layers, memory injection, and log‑driven tuning, illustrated with real‑world cases.

AgentFunction CallLLM

0 likes · 12 min read

How to Make LLM Agents’ Function Calls Stable and Accurate: 5 Proven Strategies