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+# Proposal : Tag-Based Version Management System for DISCOVER Cookbook
+
+## Abstract
+
+This proposal outlines an implementation strategy for a tag-based version management system for the DISCOVER Cookbook following standard documentation versioning practices. The implementation will enable users to seamlessly navigate between different cookbook editions through a simple version selector integrated with the existing Jupyter Book interface, while maintaining the current GitHub Pages infrastructure.
+
+## Detailed description
+
+### Current Architecture Analysis
+
+The DISCOVER Cookbook currently has no formal versioning system:
+
+- Current version is in the main branch, deployed at https://discover-cookbook.numfocus.org
+
+This structure creates several critical challenges:
+
+1. **Hidden Versions**: Users can't tell which version they're viewing or that other versions exist, so they might miss updated recommendations.
+
+2. **Hard to Navigate**: Switching between versions requires typing different URLs or navigating through GitHub, making for a poor user experience.
+
+3. **Content Evolution Opacity**: Users can't easily see how DEI recommendations have changed over time.
+
+
+### Solution Architecture
+
+My implementation will use a tag-based versioning approach :
+
+1. **Tag-Based Version Management:**:
+ - Maintain a single active branch (main)
+ - Use Git tags to mark specific numeric versions (1.0, 2.0, etc.)
+ - Main branch will be labeled as "2.0-dev" (or current version + "-dev")
+ - Consider integrating versioneer to display which version is being rendered
+ - Deploy each tagged version to its corresponding URL path
+
+2. **URL Structure**:
+ - Latest development version: discover-cookbook.numfocus.org/ (main branch as 2.0-dev)
+ - Released versions: discover-cookbook.numfocus.org/v1.0/, discover-cookbook.numfocus.org/v2.0/
+ - Version-specific pages: discover-cookbook.numfocus.org/v1.0/04_venue_selection/
+ - Implement redirects from root paths to appropriate versioned paths (e.g., discover-cookbook.numfocus.org/05_venue_selection/ → discover-cookbook.numfocus.org/v1.0/05_venue_selection/)
+
+
+3. **Development Environment**:
+ - Create separate scripts for local development and deployment
+ - Ensure contributors can iterate on content locally without versioning complexity
+ - Local preview will default to development version
+
+4. **Version UI Components**:
+ - Simple version selector in an appropriate location within the existing UI
+ - Outdated version notification for non-latest versions(via banner at top)
+
+### User Benefits
+
+This implementation delivers significant user experience improvements:
+
+1. **Clear Version Context**: Users immediately know which version they're viewing and what other versions exist.
+
+2. **Accessible Navigation**: Simple method for switching between versions.
+
+3. **Historical Transparency**: Easy access to how DEI recommendations have evolved over time.
+
+
+### User Scenarios
+
+**Scenario 1: Conference Organizer - Version Comparison**
+Sunita is organizing a conference and needs to compare current and previous recommendations:
+
+- She visits discover-cookbook.numfocus.org and sees she's viewing v2.0
+- She notices the version selector in the navigation
+- She clicks to view v1.0 while viewing the "venue selection" section
+- The system navigates her to the equivalent section in v1.0
+- She can easily toggle between versions to compare approaches
+
+
+
+
+**Scenario 2: First-time Visitor - Version Awareness**
+Karan discovers the cookbook through social media:
+
+- He lands on discover-cookbook.numfocus.org (latest version)
+- The version indicator shows he's viewing the current version (v2.0)
+- He's aware previous versions exist through the version selector
+- If he follows an old link to v1.0, he'll see a banner indicating newer content exists
+
+
+
+## Implementation
+
+My implementation follows a systematic approach that respects the current project architecture:
+
+### 0. Design Phase
+I will first create detailed design documentation that includes:
+
+- Tag-based versioning schema
+- UI mockups for version selection (minimal changes to existing design)
+- Deployment architecture
+
+### 1. Tag-Based Version Structure
+
+I will implement a approach that:
+
+- Uses Git tags to mark specific versions
+- Creates a simple mapping file to track tagged versions
+- Requires minimal infrastructure changes
+
+### 2. Enhanced GitHub Actions Workflow
+
+I will configure the GitHub Actions workflow to:
+
+- Build and deploy tagged versions to their respective directories
+- Maintain the main branch deployment at the root path
+- Preserve the CNAME file for the custom domain
+### 3. Version Selector UI Component
+
+I will implement an accessible, user-friendly version selector component:
+
+- Integrates with the existing Jupyter Book UI
+- Provides a clear indicator of the current version
+- Offers a simple method to switch to other versions
+
+
+
+
+
+### 4. Outdated Version Notification Banner
+
+For non-latest versions, I will implement a notification banner:
+
+- Subtle indicator that appears in an unobtrusive location
+- Brief message indicating a newer version exists
+- Link to the equivalent page in the latest version
+- Designed to complement the existing UI without disrupting the user experience
+
+
+
+
+This banner ensures users are immediately aware when viewing outdated content while providing a direct path to the latest version.
+
+### 5. Cross-Version Navigation System
+
+I will develop a simple navigation system between versions:
+
+- Maps common pages across versions
+- Falls back to the main page when direct equivalents aren't available
+- Uses a straightforward URL-based approach
+
+### 6. Integration with Jupyter Book
+
+I will make minimal changes to the Jupyter Book configuration to:
+
+- Load version management components
+- Integrate with the existing theme
+- Preserve current customizations
+- Support the version selector UI
+
+This will involve updating the _config.yml file to include the necessary JavaScript and CSS files while maintaining compatibility with the existing configuration.
+
+### 7. Implementation Dependencies
+
+- **Step 0** (Signed-Off Design) defines the versioning plan using Git tags
+- **Step 1** (Version Architecture) is foundational and must be implemented first
+- **Step 2** (GitHub Actions Workflow) can be developed in parallel with Step 1
+- **Steps 3-4** (UI Components) depend on Step 1
+- **Step 5** (Cross-Version Navigation) depends on Steps 1-3
+- **Step 6** (Jupyter Book Integration) integrates all previous components
+
+### Implementation Timeline
+
+**Phase 1: Foundation & Infrastructure (Weeks 1-3)**
+- Develop version data architecture
+- Configure GitHub Actions workflow
+- Create initial deployment tests
+
+**Phase 2: Core UI Development (Weeks 4-6)**
+- Implement version selector component
+- Create outdated version notification banner
+- Develop basic cross-version navigation
+
+**Phase 3: Testing & Refinement (Weeks 7-9)**
+- Enhance cross-version navigation
+- Implement special case handling
+- Conduct cross-browser testing
+- Verify accessibility compliance
+
+**Phase 4: Refinement & Documentation (Weeks 10-12)**
+- Optimize performance
+- Refine responsive behavior
+- Create technical documentation
+- Prepare user guides
+
+## Websites following a similar approach
+- https://pandas.pydata.org/docs/
+- https://scikit-learn.org/stable/
+- https://matplotlib.org/stable/
+
+## Alternative Approach
+
+I've evaluated several alternative approaches based on thorough analysis of documentation versioning systems, I came to the conclusion that these two approaches are best according to industry standards with minimal changes in repository structure:
+
+### Read the Docs Migration
+
+**Approach**: Migrate from GitHub Pages to Read the Docs platform.
+
+**Advantages**:
+- Built-in versioning system
+- Established version selector UI
+
+**Disadvantages**:
+- Requires significant migration effort
+- Disrupts existing deployment workflow
+- Requires adapting Jupyter Book configuration for RTD
+- Changes contributor workflow
+- This also requires a paid account to run ad free
+- Depends on a more complex service than just hosting static webpages, which can be done on a multitude of services.
+
+## Websites following a similar approach
+- https://jupyter-sphinx.readthedocs.io/en/latest/setup.html
+- https://flask.palletsprojects.com/en/stable/
+- https://docs.momepy.org/en/stable/
+
+
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