docs: Fixing typos

[didier-durand]

Description

Just fixing various typos discovered while reading code of the repo: see commit diffs for details

Cheers

Didier

• Follow the CONTRIBUTING Guide.
• Make your Pull Request title in the https://www.conventionalcommits.org/ specification.
• Ensure the tests and linter pass (Run bash scripts/format.sh from the repository root to format)
• Appropriate docs were updated (if necessary)

Fixes #<issue_number_goes_here> 🦕

N/A

[gemini-code-assist]

Summary of Changes

Hello @didier-durand, I'm Gemini Code Assist¹! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed!

This pull request focuses on enhancing the overall quality of the project's textual content by addressing and fixing several typos and grammatical inaccuracies. The changes span across documentation files and inline code comments, aiming to make the project's information more professional, precise, and easier to understand for both developers and users.

Highlights

• Documentation and Comment Clarity: Corrected various typographical and grammatical errors across markdown files and Python code comments to improve readability and accuracy.
• Code Readability: Ensured consistent and correct phrasing in explanations and instructions within the codebase, such as changing 'runt' to 'run' and 'cleanup' to 'clean up'.

Ignored Files

• Ignored by pattern: CHANGELOG.md (1)
  • CHANGELOG.md

Using Gemini Code Assist

The full guide for Gemini Code Assist can be found on our documentation page, here are some quick tips.

Invoking Gemini

You can request assistance from Gemini at any point by creating a comment using either /gemini <command> or @gemini-code-assist <command>. Below is a summary of the supported commands on the current page.

Feature	Command	Description
Code Review	/gemini review	Performs a code review for the current pull request in its current state.
Pull Request Summary	/gemini summary	Provides a summary of the current pull request in its current state.
Comment	@gemini-code-assist	Responds in comments when explicitly tagged, both in pull request comments and review comments.
Help	/gemini help	Displays a list of available commands.

Customization

To customize Gemini Code Assist for GitHub experience, repository maintainers can create a configuration file and/or provide a custom code review style guide (such as PEP-8 for Python) by creating and adding files to a .gemini/ folder in the base of the repository. Detailed instructions can be found here.

Limitations & Feedback

Gemini Code Assist may make mistakes. Please leave feedback on any instances where its feedback is incorrect or counter productive. You can react with 👍 and 👎 on @gemini-code-assist comments. If you're interested in giving your feedback about your experience with Gemini Code Assist for Github and other Google products, sign up here.

You can also get AI-powered code generation, chat, as well as code reviews directly in the IDE at no cost with the Gemini Code Assist IDE Extension.

Footnotes

1. Review the Privacy Notices, Generative AI Prohibited Use Policy, Terms of Service, and learn how to configure Gemini Code Assist in GitHub here. Gemini can make mistakes, so double check it and use code with caution. ↩

[gemini-code-assist]

Code Review

This pull request fixes several typos across documentation files and code comments. The changes are correct and improve the readability of the codebase. I've found one more minor grammatical improvement to suggest in Gemini.md. Overall, great work on catching these!

[sokoliva]

Thank you for the contribution!