From 725503666b9d25044b8afc2e9bf077e0f773d822 Mon Sep 17 00:00:00 2001 From: Chris Date: Sat, 30 Nov 2024 11:40:04 +0000 Subject: [PATCH] Add blog post about AI metadata implementation --- .../index.md | 210 ++++++++++++++++++ 1 file changed, 210 insertions(+) create mode 100644 blog/2024-11-30-implementing-ai-metadata/index.md diff --git a/blog/2024-11-30-implementing-ai-metadata/index.md b/blog/2024-11-30-implementing-ai-metadata/index.md new file mode 100644 index 0000000..36e3e54 --- /dev/null +++ b/blog/2024-11-30-implementing-ai-metadata/index.md @@ -0,0 +1,210 @@ +--- +title: Implementing AI Metadata in Docusaurus +authors: [amiable-dev] +tags: [docusaurus, ai, metadata, implementation] +description: A comprehensive guide to implementing AI metadata tracking in Docusaurus blogs using theme components and TypeScript +slug: implementing-ai-metadata +image: /img/implementing-ai-metadata.png +ai_generated: true +ai_models: + - name: "Claude 3.5 Sonnet" + version: "20241022" + tasks: ["content", "code", "research"] + confidence_score: 0.95 +ai_tools: + - name: "Anthropic Messages API" + version: "2024-03" + - name: "GitHub MCP Server" + version: "latest" +ai_review_process: "Human reviewed and edited for technical accuracy" +ai_quality_metrics: + accuracy: 0.95 + coherence: 0.98 + technical_depth: 0.92 +--- + +As AI-assisted content creation becomes more prevalent, transparency about how content is created becomes increasingly important. This post explains how we implemented a comprehensive AI metadata system in our Docusaurus blog, following theme conventions and providing clear visibility into AI involvement in content creation. + + + +## The Implementation Journey + +Our journey to implement AI metadata tracking involved several key decisions and steps: + +1. Following Docusaurus theme conventions +2. Using TypeScript for type safety +3. Creating a clear component hierarchy +4. Implementing proper metadata display + +### Theme Integration + +We chose to integrate our AI metadata display as a theme component following Docusaurus conventions: + +```text +src/theme/ + BlogPost/ + Header/ + AIMetadata/ + index.tsx # Main component + types.ts # Type definitions +``` + +This structure allows for: +- Clear organization +- Easy swizzling +- Future extensibility +- Proper theme integration + +### Front Matter Structure + +We implemented a structured front matter format that captures essential information about AI involvement: + +```yaml +--- +title: Your Blog Post Title +authors: [authorName] +tags: [tag1, tag2] +# AI Metadata Fields +ai_generated: true +ai_models: + - name: "Claude 3.5 Sonnet" + version: "20241022" + tasks: ["content", "code"] + confidence_score: 0.95 +ai_tools: + - name: "Anthropic Messages API" + version: "2024-03" +ai_review_process: "Human reviewed and edited" +ai_quality_metrics: + accuracy: 0.95 + coherence: 0.98 + technical_depth: 0.92 +--- +``` + +### TypeScript Implementation + +We use TypeScript interfaces to ensure type safety: + +```typescript +interface AIModel { + name: string; + version: string; + tasks?: string[]; + confidence_score?: number; +} + +interface AITool { + name: string; + version: string; +} + +interface QualityMetrics { + accuracy: number; + coherence: number; + technical_depth: number; + [key: string]: number; +} + +interface AIMetadata { + ai_generated: boolean; + ai_models?: AIModel[]; + ai_tools?: AITool[]; + ai_review_process?: string; + ai_quality_metrics?: QualityMetrics; +} +``` + +### Component Implementation + +The component is implemented as a swizzled theme component: + +```tsx +import React from 'react'; +import BlogPostHeader from '@theme-original/BlogPost/Header'; +import type { WrapperProps } from '@docusaurus/types'; +import AIMetadata from './AIMetadata'; + +export default function BlogPostHeaderWrapper( + props: WrapperProps +): JSX.Element { + return ( + <> + + + + ); +} +``` + +## Integration Steps + +1. Install required dependencies: +```bash +npm install @docusaurus/theme-classic zod @headlessui/react +``` + +2. Swizzle the BlogPost Header: +```bash +npm run swizzle @docusaurus/theme-classic BlogPost/Header -- --wrap +``` + +3. Implement the component structure: +```bash +src/theme/ + BlogPost/ + Header/ + AIMetadata/ + index.tsx + types.ts + index.tsx +``` + +## Best Practices + +1. **Theme Integration** + - Use wrapping instead of ejection + - Follow Docusaurus naming conventions + - Keep components modular + +2. **Type Safety** + - Use TypeScript throughout + - Define clear interfaces + - Validate metadata structure + +3. **Component Organization** + - Follow theme hierarchy + - Keep related code together + - Use clear file naming + +4. **Documentation** + - Document component usage + - Explain integration steps + - Provide examples + +## Future Enhancements + +1. **Analytics Integration** + - Track AI content performance + - Monitor quality metrics + - Analyze user engagement + +2. **Advanced Features** + - Inline AI contributions + - Section-specific metadata + - Quality assessment tools + +3. **User Experience** + - Interactive tooltips + - Customizable displays + - Accessibility improvements + +## Conclusion + +Implementing AI metadata in Docusaurus helps maintain transparency while following best practices for theme development. The solution we've created is: +- Type-safe +- Maintainable +- Extensible +- Well-documented + +You can find the complete implementation in our [GitHub repository](https://github.com/amiable-dev/amiable-docusaurus), and we welcome contributions and suggestions for improvements.