- Filesystem-based ingestion
- Document indexing and metadata storage
- Full-text search and retrieval
- Source-boundary enforcement (restricted ingestion roots)
- API access to search results
- Docker-based deployment
- Full AI chatbot interface
- Advanced multi-tenant RBAC
- Editing or replacing source documents
- Becoming a full note-taking platform
- System is self-hosted
- Sources are explicitly configured
- Users trust the system within defined boundaries
- Must run locally or in controlled environments
- Must respect configured source boundaries
- Not an Obsidian replacement
- Not a document management system
- Not AI-dependent