Conversation
There was a problem hiding this comment.
Summary of Changes
Hello @cliffhall, 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 enhances the file system interaction capabilities by clearly separating the handling of text and media files. It renames an existing text-reading tool for improved clarity and introduces a dedicated tool for processing binary media, ensuring appropriate data representation for different file types.
Highlights
- Tool Renaming: The existing
read_filetool has been renamed toread_text_fileto explicitly indicate its purpose of reading text-based file content. This also clarifies that it treats files as UTF-8 text regardless of extension. - New Media File Tool: A new tool,
read_media_file, has been introduced. This tool is designed to handle binary media files (specifically images and audio), returning their content as base64 encoded data along with their detected MIME type. - Documentation Updates: The
src/filesystem/README.mdhas been updated to reflect theread_filerename, detailing itsheadandtailparameters, and to document the newly addedread_media_filetool, including its input and output specifications.
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 in your pull request via creating an issue comment (i.e. comment on the pull request page) using either /gemini <command> or @gemini-code-assist <command>. Below is a summary of the supported commands.
| 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 issue 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 is currently in preview and 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 to provide feedback.
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
-
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. ↩
There was a problem hiding this comment.
Code Review
This pull request refactors the file reading functionality by renaming read_file to read_text_file and introducing a new read_media_file tool for handling binary files like images and audio. I've suggested moving a constant object out of the request handler for better performance and maintainability, and removing an as any type assertion to improve type safety. I also have a minor suggestion for the README to improve documentation consistency.
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Update the ts sdk
|
@gemini-code-assist summary |
Summary of ChangesThis pull request enhances the file system interaction capabilities by clarifying the purpose of the existing text file reading tool through a rename, and by introducing a dedicated tool for handling binary media files. This allows the system to process and return image and audio data in a base64 format, significantly expanding the types of files that can be directly accessed and utilized. Highlights
Changelog
Activity
|
Add Unity MCP project to README
* Add NCP - Production-ready MCP orchestrator with 94.8% token reduction NCP transforms MCP tool management from O(n) to O(1) complexity through intelligent on-demand discovery. Instead of loading all tool schemas upfront (11,000+ tokens), NCP provides unified interfaces that discover and execute capabilities as needed. Key features: - 94.8% token reduction (measured across 12,847+ conversations) - 98.2% discovery accuracy with 47ms latency - O(1) complexity scaling for unlimited tools - Production validation with 99.97% uptime - Academic research backing (arXiv publication) Perfect for users with multiple MCPs who want faster, more efficient AI performance. * Update NCP tagline and messaging - Correct tagline: '1 MCP to rule them all' - Emphasize cognitive overload reduction and environmental impact - Focus on energy efficiency and carbon footprint reduction - Remove 'production ready' language that suggests newcomer status * Add NCP - The #1 MCP to Rule Them All - Production-ready orchestrator with 94.8% token reduction - Intelligent on-demand tool discovery with O(1) complexity - Manages 50+ MCPs with 47ms discovery latency - Enterprise features and comprehensive production validation - 12,847 conversations tested across 2,797 tools * Remove duplicate NCP entry and update description Removed duplicate entry for NCP and updated its description. * Update README.md --------- Co-authored-by: Arul Kumaran <arul@portel.dev> Co-authored-by: adam jones <domdomegg+git@gmail.com>
fix(sequential-thinking): Keep case of json params and description same
Summary
read_filetoread_text_fileread_media_filetool which returns images or audio as base64 dataTesting
npm test --workspaces --if-presenthttps://chatgpt.com/codex/tasks/task_e_687a7a2a9bc88331a89c05d3e5566b23