notes.md

Next steps

• Pull sample dataset
• generate benchmark tests against dataset to gauge efficacy of models
• run benchmark tests against huggingface models
• create functions library for LLMs to meet feature requirements

Benchmark test outline

• Contextual understanding and recommendations
• research agent subroutines
• advanced similarity search
• source quality analysis

Feature roadmap

Data Gathering

• source quality analysis and filtration
• semi-autonomous research assistants
• similarity search in parallel to current activity

Browser Data Management

• Consume and sort set of bookmarks / session data
• NLP interface for managing bookmark organization

Proactive Information Management