Ultralytics-actions

🌟 Summary
The v0.0.55 release focuses on improving code clarity, functionality, and user experience in the Ultralytics Actions repository. Key updates include refined error handling, enhanced debugging options, and better formatting utilities.

📊 Key Changes
- **New Utility Function**: Added `remove_outer_codeblocks` to clean up code block formatting in markdown files.
- **Improved Error Handling**: Simplified return values in the `label_fixed_issues` function for better reliability.
- **Debugging Enhancements**: Introduced a `verbose` option in `process_markdown_file` to aid in debugging markdown processing.
- **Documentation Improvements**: Updated docstrings and comments for better clarity and consistency.
- **OpenAI Response Handling**: Adjusted response processing to remove unnecessary content.

🎯 Purpose & Impact
- **Enhanced Code Quality**: Improved readability and maintainability of the codebase, making it easier for developers to contribute and debug.
- **Streamlined Markdown Processing**: The new utility function ensures cleaner and more consistent markdown formatting, benefiting documentation workflows.
- **Better Debugging Experience**: The `verbose` option provides more detailed insights during markdown file processing, helping users identify issues faster.
- **Improved User Experience**: Cleaner error handling and response processing lead to smoother interactions with the system.

🚀 This update ensures a more polished and developer-friendly experience for users working with Ultralytics Actions!

What's Changed
* Remove outer codeblocks by glenn-jocher in https://github.com/ultralytics/actions/pull/393


**Full Changelog**: https://github.com/ultralytics/actions/compare/v0.0.54...v0.0.55

🌟 Summary
The `v0.0.54` release enhances OpenAI integration by introducing system prompts for consistent branding, tone, and response formatting, ensuring a more polished user experience.

📊 Key Changes
- 🔧 **System Prompt Addition**: Introduced a `SYSTEM_PROMPT_ADDITION` in `openai_utils.py` to enforce guidelines for branding (e.g., "YOLO11" instead of "YOLOv11"), tone, and Markdown formatting.
- 🛠️ **API Update**: System messages in OpenAI API calls now include the new prompt for improved output consistency.
- 🔢 **Version Bump**: Updated the version from `0.0.53` to `0.0.54`.

🎯 Purpose & Impact
- ✅ **Brand Consistency**: Ensures AI-generated responses align with Ultralytics' branding and tone, improving professionalism and clarity.
- 📈 **Enhanced User Experience**: Delivers clearer, well-formatted responses by avoiding equations and adhering to Markdown standards.
- 🔄 **Incremental Improvement**: The version bump reflects ongoing refinements and keeps the package current.

This update is particularly beneficial for users relying on AI-generated content, as it ensures responses are more aligned with Ultralytics' standards and easier to understand. 🚀

What's Changed
* System prompt addition by glenn-jocher in https://github.com/ultralytics/actions/pull/392


**Full Changelog**: https://github.com/ultralytics/actions/compare/v0.0.53...v0.0.54

🌟 Summary
This release (v0.0.53) enhances URL validation by addressing potential issues with Python f-strings in URLs, ensuring smoother and more secure workflows. 🚀

📊 Key Changes
- **Version Update**: Incremented version from `0.0.52` to `0.0.53`. 🔢
- **URL Validation Improvement**: Added `{` as a restricted character in URL validation to detect and ignore Python f-strings. 🔍

🎯 Purpose & Impact
- **Enhanced Reliability**: By identifying and ignoring malformed URLs (e.g., Python f-strings), this update reduces the risk of errors in workflows. ✅
- **Improved Security**: Prevents unintended behavior or vulnerabilities caused by improperly formatted URLs. 🔒
- **User Benefit**: Ensures more robust and error-free handling of links, leading to smoother operations for developers and users alike. 🌟

What's Changed
* Ignore URLs with Python fstrings by glenn-jocher in https://github.com/ultralytics/actions/pull/391


**Full Changelog**: https://github.com/ultralytics/actions/compare/v0.0.52...v0.0.53

🌟 Summary
This release focuses on improving code formatting and maintainability, particularly for markdown code blocks, while ensuring compatibility with Python 3.8. 🚀

📊 Key Changes
- **Version Update**: Bumped `__version__` from `0.0.51` to `0.0.52`.
- **Enhanced Code Formatting Script**:
- Updated `update_markdown_code_blocks.py` to enforce stricter and more comprehensive formatting rules using `ruff`.
- Added support for Python 3.8 as the target version for linting.
- Introduced `--unsafe-fixes` for more aggressive automatic code fixes.
- Expanded the list of ignored rules to include various docstring and formatting-related checks (e.g., `D101`, `D103`, `D401`).

🎯 Purpose & Impact
- **Purpose**:
- Improve the consistency and readability of code blocks in markdown files.
- Streamline the linting process by automating fixes and aligning with Python 3.8 standards.
- **Impact**:
- **For Developers**: Saves time by reducing manual formatting tasks and ensures adherence to clear coding standards.
- **For Users**: Indirectly benefits from cleaner, more maintainable code, which can lead to fewer bugs and better documentation quality.

✨ This update makes the development process smoother and ensures a higher standard of code quality across the project! 🚀

What's Changed
* Update update_markdown_code_blocks.py by glenn-jocher in https://github.com/ultralytics/actions/pull/390


**Full Changelog**: https://github.com/ultralytics/actions/compare/v0.0.51...v0.0.52

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📊 Key Changes
- **Controlled AI Responses**:
- Introduced an adjustable `temperature` parameter in the AI utility function (`openai_utils.py`), which influences the creativity of AI outputs.
- Calls to AI-based features (e.g., generating PR summaries, release summaries, and label suggestions) were updated to use a fixed `temperature` of `0.2`.

- **Dependency Update**:
- Upgraded the `lycheeverse/lychee-action` check from version `2.2.0` to `2.3.0`, adding support for ARM-based workers.

- **Versioning**:
- Incremented project version from `0.0.50` to `0.0.51`.

---

🎯 Purpose & Impact
- **Purpose**:
- The lowered `temperature` (from typical defaults like `0.7` to `0.2`) reduces variance in AI-generated text, which helps ensure results are predictable, especially for crucial tasks like summarizing changes or labeling issues.
- Dependency updates enhance underlying infrastructure compatibility, supporting additional environments like ARM.

- **Impact**:
- **For Developers**: More consistent summaries and labels save time by reducing the need for manual editing or second-guessing AI suggestions.
- **For Teams**: Enhanced reliability makes the tool more suitable for collaborative workflows requiring precision and uniformity.
- **For Broader Compatibility**: The dependency upgrade broadens the scope of supported systems, appealing to projects using ARM-based workflows. 🌍

This update is a quality-of-life improvement aimed at stability, predictability, and expanded reach. 🙌

What's Changed
* Bump lycheeverse/lychee-action from 2.2.0 to 2.3.0 by dependabot[bot] in https://github.com/ultralytics/actions/pull/388
* Reduce `temperature=0.2` for summaries and labels by glenn-jocher in https://github.com/ultralytics/actions/pull/389


**Full Changelog**: https://github.com/ultralytics/actions/compare/v0.0.50...v0.0.51

🌟 Summary
The `v0.0.50` update refines URL handling, especially for private GitHub repositories, and enhances contributor acknowledgments with inspirational thank-you messages. 🚀✨

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📊 Key Changes
- **Improved URL Validation**:
- Made the `URL_IGNORE_LIST` mutable, allowing it to dynamically adapt to specific cases (e.g., private GitHub repos). 🔄
- Enhanced the URL-checking logic to properly handle inaccessible private GitHub URLs by dynamically adding them to the ignore list. 🔧
- Updated the version to `v0.0.50`. 🔢
- **Contributor Recognition**:
- Enhanced merge messages by incorporating thoughtful inspirational quotes from historical figures. ✨

---

🎯 Purpose & Impact
- **Purpose**:
- Ensure smoother URL validation, especially for private repositories (e.g., GitHub URLs), by enhancing adaptability in the handling of inaccessible or restricted content. 🌐
- Foster a positive development environment by prioritizing thoughtful engagement with contributors. 🚀

- **Impact**:
- **Practically**, the update reduces false errors during URL validation, making automated workflows more reliable and accurate. ✅
- **Culturally**, the improved PR acknowledgment builds a sense of appreciation and community for project contributors, motivating further involvement. ☀️

What's Changed
* Update summarize_pr.py by glenn-jocher in https://github.com/ultralytics/actions/pull/386
* Check GitHub URLs by glenn-jocher in https://github.com/ultralytics/actions/pull/387


**Full Changelog**: https://github.com/ultralytics/actions/compare/v0.0.49...v0.0.50