Add blog post: Implementing AI Metadata in Docusaurus

blog/2024-11-30-implementing-ai-metadata/index.md

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+---
+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.
+
+<!--truncate-->
+
+## 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<typeof BlogPostHeader>
+): JSX.Element {
+  return (
+    <>
+      <AIMetadata metadata={props.metadata} />
+      <BlogPostHeader {...props} />
+    </>
+  );
+}
+```
+
+## 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.</parameter