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Intermediate

Rate Limiting

The intentional throttling of requests sent to LLM providers or vector databases to remain within allocated Quotas (TPM/RPM), balancing agent responsiveness against the risk of 429 'Too Many Requests' errors. Implementing it involves a trade-off between maximizing pipeline throughput and maintaining system stability under high-concurrency agentic workflows.

Definition

The intentional throttling of requests sent to LLM providers or vector databases to remain within allocated Quotas (TPM/RPM), balancing agent responsiveness against the risk of 429 'Too Many Requests' errors. Implementing it involves a trade-off between maximizing pipeline throughput and maintaining system stability under high-concurrency agentic workflows.

Disambiguation

Managed via LLM provider tokens-per-minute (TPM) rather than traditional HTTP packet-shaping.

Visual Metaphor

"A metronome governing a production line to prevent the assembly belt from jamming due to over-speeding."

Key Tools
LangChain (InMemoryRateLimiter)TenacityRedisUpstashBackoff
Related Connections

Conceptual Overview

The intentional throttling of requests sent to LLM providers or vector databases to remain within allocated Quotas (TPM/RPM), balancing agent responsiveness against the risk of 429 'Too Many Requests' errors. Implementing it involves a trade-off between maximizing pipeline throughput and maintaining system stability under high-concurrency agentic workflows.

Disambiguation

Managed via LLM provider tokens-per-minute (TPM) rather than traditional HTTP packet-shaping.

Visual Analog

A metronome governing a production line to prevent the assembly belt from jamming due to over-speeding.

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