A high-throughput and memory-efficient inference and serving engine for LLMs

Data validation using Python type hints

Agent Framework / shim to use Pydantic with LLMs

Lazy Predict help build a lot of basic models without much code and helps understand which models works better without any parameter tuning

Source code behind the python-patterns.guide site by Brandon Rhodes

Correctly generate plurals, ordinals, indefinite articles; convert numbers to words

Pytest plugin for testing examples in docstrings and markdown files.