レート制限

  • Par GPT
    An open-source Python library for running parallel GPT-3/4 calls, improving throughput and reliability in batch prompt workflows.
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    What is Par GPT?
    Par GPT provides a simple interface to dispatch large volumes of OpenAI GPT calls in parallel, optimizing API usage and reducing end-to-end latency. Developers define prompt tasks, and Par GPT automatically manages subprocess workers, enforces rate limits, retries failed requests, and consolidates outputs into structured results. It supports customization of worker counts, timeouts, and concurrency controls across Windows, macOS, and Linux platforms.
    Par GPT Core Features
    • Parallel execution of GPT-3/GPT-4 calls
    • Configurable concurrency and rate limits
    • Automatic retry and error handling
    • Result aggregation into JSON or CSV
    • Support for prompt templates and dynamic inputs
  • Backmesh
    Securely call LLM APIs from your app without exposing private keys.
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    What is Backmesh?
    Backmesh is a thoroughly tested Backend as a Service (BaaS) that offers an LLM API Gatekeeper, allowing your app to securely call LLM APIs. Using JWT authentication, configurable rate limits, and API resource access control, Backmesh ensures that only authorized users have access while preventing API abuse. Additionally, it provides LLM user analytics without extra packages, enabling identification of usage patterns, cost reduction, and improvements in user satisfaction.
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