Tag: LLM agents

Planning and Tool Use for LLM Agents: From Objectives to Actions

Explore how LLM agents evolve from text generators to action-takers using planning frameworks like ReAct and GRASE-DC. Learn about tool integration, real-world challenges, and implementation strategies for 2026.

Task Decomposition Strategies for Planning in Large Language Model Agents

Explore task decomposition strategies for LLM agents, including ACONIC, Chain-of-Code, and Task Navigator. Learn how breaking down complex tasks improves accuracy by up to 40% and reduces costs.