Unverified50% confidenceFactExact time
The entire agent is a single-file Python program, and in each turn the model receives the goal, information discovered so far, a log of recent actions, and the current page content, and outputs action instructions in JSON format.
1
Sources
50%
Confidence
Long-term
Relevance
10/16/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedCrewAI使用Python装饰器模式（@agent、@task、@crew）来定义Agent和Task，框架在运行时通过反射机制自动收集这些标记的方法69% similarUnverifiedFor an architecture where Agents run as subgraphs within the same Python service, it is recommended to share a thread_id and assign each Agent an independent checkpoint_ns to achieve session continuity and physical state isolation.69% similarVerifiedAgentic programming tools can understand the overall task objective, autonomously formulate an execution plan, and dynamically adjust strategies based on feedback during execution68% similarVerifiedThe CodeAct paradigm has Agents directly generate and execute Python code as actions, rather than outputting structured JSON instructions.68% similarUnverifiedContext refers to all the information that the model receives in a single request after the Agent sends it to the large model.68% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1042954API
curl https://kongchang.com/api/v1/knowledge/claims/1042954MCP
get_claim(id=1042954)