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Moving Beyond Shallow Tool-Calling: Building Deep Agents for Complex, Long-term Tasks

中文摘要

本文探讨如何超越浅层的工具调用,通过构建“深度智能体”来处理复杂且长期的任务。

English Summary

This article explores moving beyond shallow tool-calling to build "deep agents" capable of handling complex, long-term tasks.

Original Excerpt

Using an LLM to call tools in a loop is the simplest form of an agent. This architecture, however, can yield agents that are “shallow” and… Continue reading on Medium »