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Summary of ChangesHello, 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 project's README.md by integrating new feature announcements and updating existing descriptions. The changes aim to improve user awareness of recently added capabilities, such as the Prompt Optimizer and general Optimizers, and ensure the documentation accurately reflects the current state of the fine-tuning service. Highlights
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Code Review
This pull request updates the README.md file to include new features, specifically 'Prompt Optimizer' and 'Optimizers', and updates the description for 'Fine Tuning'. The changes are mostly good, but I've identified a minor issue with a link that could improve user navigation. My review includes a suggestion to make a link more specific and consistent with others in the document.
Note: Security Review has been skipped due to the limited scope of the PR.
README.md
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| - 🚀 [**Intuitive Desktop Apps**](https://kiln.tech/download): One-click apps for Windows, MacOS, and Linux. | ||
| - 📊 [**Evals**](https://docs.kiln.tech/docs/evaluations): Evaluate the quality of your models/tasks using state of the art evaluators. | ||
| - 🎛️ [**Fine Tuning**](https://docs.kiln.tech/docs/fine-tuning-guide): Zero-code fine-tuning for Llama, GPT-4o, and more. Automatic serverless deployment of models. | ||
| - 📈 [**Optimizers**](https://kiln.tech/download): Find the best prompt, model or fine-tune for your task. Improve quality and lower costs. |
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The link for the 'Optimizers' feature points to the general download page. For consistency with other features in this list which link to specific documentation pages (e.g., 'Evals', 'Fine Tuning'), and to improve user experience, consider linking to a more specific documentation page. The 'Prompt Optimizer' documentation link added elsewhere in this PR could be a more suitable target.
| - 📈 [**Optimizers**](https://kiln.tech/download): Find the best prompt, model or fine-tune for your task. Improve quality and lower costs. | |
| - 📈 [**Optimizers**](https://docs.kiln.tech/docs/prompts/automatic-prompt-optimizer): Find the best prompt, model or fine-tune for your task. Improve quality and lower costs. |
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No actionable comments were generated in the recent review. 🎉 ℹ️ Recent review info⚙️ Run configurationConfiguration used: Repository UI Review profile: CHILL Plan: Pro Run ID: 📒 Files selected for processing (1)
WalkthroughThe README.md was updated to introduce new navigation structure. A "Prompt Optimizer" link was added to the header navigation. The Fine Tuning section was restructured to include a new "Optimizers" entry alongside an updated "Fine Tuning" entry with revised example models (Qwen, GPT, Gemini replacing Llama references). Minor formatting adjustments were made for consistency. Changes
Estimated code review effort🎯 1 (Trivial) | ⏱️ ~2 minutes Possibly related PRs
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🚥 Pre-merge checks | ✅ 2 | ❌ 1❌ Failed checks (1 warning)
✅ Passed checks (2 passed)
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📊 Coverage ReportOverall Coverage: 91% Diff: origin/main...HEADNo lines with coverage information in this diff.
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Note
Low Risk
Documentation-only changes to
README.mdthat update links and marketing copy, with no impact on runtime code or behavior.Overview
Updates README feature navigation and highlights optimization features. Adds a new top-of-page docs link for
Prompt Optimizer.Refreshes the Key Features list by adding an
Optimizersbullet and updating theFine Tuningbullet’s wording/models, cleaning up the feature list presentation.Written by Cursor Bugbot for commit fc9ed64. This will update automatically on new commits. Configure here.
Summary by CodeRabbit