Rajesh P • 9/11/2025

LLMs, Token Limits, and Handling Concurrent Requests

This technical article explains the concepts of token limits and Tokens Per Minute (TPM) for LLM APIs like GPT-4 and Claude. It details why concurrency management is critical for scaling applications and provides strategies like rate limiting, request batching, multi-key strategies, caching, and streaming to handle high-volume requests efficiently.

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#api #llm #concurrency