This update fundamentally changes how Memo creates high-quality flashcards from your resources, mimicking a team of specialized experts working together to deliver the best learning materials.

✨ New

• AI Agent Workflow: A multi-step process involving specialized AI agents for generation, checking, merging, refining, and removing flashcards

• Parallel processing: Multiple AI checking agents work simultaneously to optimize speed

• Advanced options: Toggle to enable/disable the new AI Agent Workflow in settings

• Improved topic categorization: AI agent categorizes entire sources into 10 topics for better context

• Progress tracking component for multi-step processes

• Modal view for contact support in the dropdown menu

💎 Improvements

• Enhanced flashcard quality: Reduced redundancy and improved holistic understanding

• Optimized flashcard quantity: Focus on high-quality, conceptual cards instead of numerous detailed ones

• New "Standard" model: Scientifically backed questions and answers promoting second-order learning (evolved from previous “Legacy” mode)

• Previous "Standard" model now available as "Standard Detailed" model

• Improved organization: Flashcards sorted by page number in creation order with agent turned on

• Faster processing: Most decks processed in under 5 minutes even with agents turned on

• Enhanced cleanup functions for various types of flashcards (standard, cloze, MCQs)

• Changed visual look of loading state in decks for consistency and less layout shifting

• Cards are now rendered instead of notes for decks using input text as source for public-facing decks

🐞 Fixes

• Reduced duplicate and redundant flashcards
  Added image URL compatibility check for ultra fidelity to prevent errors

• Optimized handling of our AI vendor’s API interactions for better performance and reliability

• Improved content filtering checks for LLMs

• Eliminated unnecessary flashcards (e.g., irrelevant information like lecturer names)

• Refined error handling for API interactions to enhance stability and user feedback

Thank you for your continued support of Memo. As a small team dedicated to enhancing your learning experience, we're excited to bring you this game-changing update. We look forward to your feedback on the new AI Agent Workflow and all the improvements we've made!

Memo Team
Jason