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lingyaochu

PROFILE

Lingyaochu

Developed and delivered requests-per-minute (RPM) rate limiting for the lmi package in the Future-House/ldp repository, enhancing API stability by complementing existing TPM controls. The work involved designing and implementing a request_limited decorator using Python, applying the decorator pattern and asynchronous programming techniques to enforce RPM limits within the LiteLLMModel. Comprehensive tests were added to validate the new rate limiting behavior, and documentation was updated to reflect these changes. This feature aligned with established rate-control policies, preparing the package for production use by ensuring predictable latency and safer operation under load, while providing measurable improvements to API reliability.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

1Total
Bugs
0
Commits
1
Features
1
Lines of code
205
Activity Months1

Work History

March 2025

1 Commits • 1 Features

Mar 1, 2025

March 2025 progress: Delivered RPM rate limiting for the lmi package to complement existing TPM rate controls, improving API stability and preventing abuse. Implemented a new request_limited decorator and integrated RPM enforcement within LiteLLMModel. Updated documentation and added tests validating RPM behavior. This work aligns with rate-control policies and prepares for production, contributing to predictable latency, safer operation under load, and measurable business value.

Activity

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Quality Metrics

Correctness90.0%
Maintainability80.0%
Architecture90.0%
Performance80.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

Python

Technical Skills

API DesignAsynchronous ProgrammingDecorator PatternRate LimitingTesting

Repositories Contributed To

1 repo

Overview of all repositories you've contributed to across your timeline

Future-House/ldp

Mar 2025 Mar 2025
1 Month active

Languages Used

Python

Technical Skills

API DesignAsynchronous ProgrammingDecorator PatternRate LimitingTesting