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January 2025

📅 2025-01-27​

🔧 Bug Fixes​

  • Build System: Fixed Docusaurus build failures by changing onBrokenLinks from 'throw' to 'warn'
    • Resolved build failures caused by incorrect broken link detection
    • Files exist but Docusaurus incorrectly identified them as broken links
    • Maintains link validation feedback while allowing builds to complete
    • Enables successful GitHub Actions deployments

📚 Documentation Updates​

  • AWS Bedrock LangChain Workshop: Added comprehensive workshop documentation with step-by-step instructions

    • Complete workshop guide with 14 supporting images
    • Covers Bedrock setup, Cloud9 configuration, and practical exercises
    • Link: Bedrock LangChain Workshop

  • AWS GPT Documentation: Added AWS-specific GPT implementation documentation

    • Docker pgvector setup instructions for AI applications
    • Reference to Alex Simas' AWS Docs GPT work
    • Link: AWS GPT Docs

  • Retrieval Augmented Generation (RAG): Added comprehensive RAG system documentation

    • Complete guide covering RAG architecture and components
    • Evaluation strategies and improvement methods
    • Data processing, embeddings, retrieval, and synthesis techniques
    • Link: RAG Documentation

  • Claude 3 Opus Financial Advisor: Added AI project documentation

  • Personal AI Projects: Added multiple AI and infrastructure projects

🛠️ Site Improvements​

  • Branch Management: Successfully merged 5 high-value content branches
    • Salvaged valuable AI/ML documentation from development branches
    • Added 6 new daily blog posts from 2023
    • Cleaned up 50+ stale remote branches
    • Improved repository organization and maintenance

📝 Blog Posts​

  • Daily Blog Updates: Added 6 daily blog posts from late 2023
    • Personal reflections and thoughts from November-December 2023
    • Links: Various daily blog entries in the blog section

📅 2025-01-24​

📚 Documentation Updates​

  • GenAI Ambassador Notes - Model Safety: Added model disgorgement methods for AI safety

  • GenAI Ambassador Notes - Responsible AI: Enhanced with Responsible AI guidelines and challenges

📅 2025-01-22​

📚 Documentation Updates​

  • GenAI Ambassador Notes - Advanced Techniques: Added Tree of Thought strategy and COSTAR framework

    • Tree of Thought strategy for complex reasoning
    • COSTAR framework for structured prompt engineering
    • Link: GenAI Ambassador Notes

  • GenAI Ambassador Notes - Prompt Engineering: Added detailed sections on prompt engineering techniques

📅 2025-01-21​

📚 Documentation Updates​

  • GenAI Ambassador Notes - Started: Initial creation of comprehensive GenAI documentation

Template for Future Entries​

When adding new changelog entries, use this format:

## 📅 YYYY-MM-DD

### {CATEGORY}
- **Title**: Brief description of the change
  - Additional details if needed
  - Links to related content: [Link Text](URL)

Change Type Icons​

  • 🛠️ Site Improvements
  • 📚 Documentation Updates
  • 📝 Blog Posts
  • 🔧 Bug Fixes
  • 🎨 Design Changes
  • ⚡ Performance Improvements
  • 🔒 Security Updates
  • 📦 Dependencies