Unverified60% confidenceFactTime unknown
The Agents in this framework are not special programs, but rather LLM invocation instances carrying dedicated system prompts and independent context windows.
2
Sources
60%
Confidence
Long-term
Relevance
5/31/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedThe model itself does not execute tools; instead, an external system (the Agent framework) parses the tool call request and actually runs the tool, then appends the result to the conversation history as text.73% similarUnverifiedA large model (LLM) itself only outputs text and cannot directly operate a computer; an agent (Agent) is a system framework built on top of a large model, containing modules such as tool calling, memory management, task planning, and execution environment.73% similarUnverifiedA complete Agent framework can be broken down into four core modules: Tool Registry, Message Store, Agent Runtime, and Built-in Tools.73% similarUnverifiedMicrosoft's Agent Framework provides a code-act provider, but it is typically attached to a conversational agent in the form of an execute_code tool.73% similarUnverifiedA sub-Agent is an Agent instance spawned by the main Agent to execute a specific subtask, usually with an independent context window, receiving only input relevant to the subtask.72% similar
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