Unverified50% confidenceCautionExact time
When engineering an Agentic RAG implementation, a maximum loop round limit must be set to prevent the model from falling into an infinite loop.
1
Sources
50%
Confidence
Long-term
Relevance
10/29/2026
First Seen
Sources
Agentic RAG in Practice: From Principles to Code, Building an Intelligent Retrieval System Step by Step
bilibiliAgent智能体_10/16/2026
Related Entities
Related Claims
UnverifiedEngineering strategies for avoiding Agent Loop circular call problems include setting a hard upper limit on the maximum number of iterations, introducing loop detection mechanisms (such as state hash comparison), and defining convergence conditions for each iteration.77% similarUnverifiedWhen implementing ReAct in engineering, you must set a maximum number of loop steps to prevent infinite loops, Observation should be truncated or summarized to control context length, and a fallback strategy for when tool calls fail must be handled.72% similarUnverifiedWhen using the generate-verify-regenerate loop in engineering, attention must be paid to controlling the number of iterations (to avoid infinite loops), setting reasonable exit conditions (such as giving up if there is no improvement for two consecutive rounds), and keeping complete logs of each round's input and output.70% similarUnverifiedAnthropic mentions that limiting the number of loop rounds is a common practice to prevent an Agent from falling into an infinite loop.70% similarUnverifiedA turn limit and a budget should be set for the Agent loop to prevent it from getting stuck in an infinite loop and to avoid runaway costs.69% similar
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