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Add documentation for expectations and standards related to CLI and Python API entrypoints #25

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Summary

Documentation and examples added to standardize the CLI and Python API entrypoints.

Testing

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Pull Request Overview

This PR adds comprehensive documentation for the CLI and Python API entrypoints, clarifying how to load, save, convert, and use speculators. Key changes include:

  • Introducing a detailed guide on the design principles and usage of entrypoints.
  • Providing code examples for different user scenarios such as loading, saving, and converting speculators.
  • Linking to related documentation and external resources for further context.
Comments suppressed due to low confidence (1)

docs/architecture/entrypoints.md:22

  • Consider ensuring consistent terminology between 'entrypoints' and 'entry points' throughout the document to improve clarity.
These entrypoints are a key component of Speculators' architecture, focusing on three core principles:

📦 Build Artifacts Available
The build artifacts (.whl and .tar.gz) have been successfully generated and are available for download: https://github.com/neuralmagic/speculators/actions/runs/15149021294/artifacts/3164059424.
They will be retained for up to 30 days.

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