hermes-vault

You can organize a local knowledge base by structuring notes into multiple filesystem-based buckets. This approach ensures files remain authoritative and easily accessible while providing structured search and navigation capabilities.

Managing research notes with Markdown and frontmatter is handled through structured note authoring. The system creates Markdown-formatted files with structured frontmatter, allowing efficient metadata management and search across dedicated topic buckets.

Yes, you need Python scripting capabilities and local file system access to manage this knowledge base. The Skill relies on Python scripts and filesystem access to execute search, metadata management, and bucket navigation tasks.

Search strategy and token budgeting optimize search performance by controlling the depth and token budget of queries. This mechanism ensures efficient search execution when navigating and retrieving information from large local knowledge bases.

Yes, you can create separate knowledge bases for different topics using buckets. Multi-bucket knowledge management allows you to organize notes into focused, topic-specific buckets and simplifies the creation, organization, and deletion of these bases.