High-performance retrieval workflows

Unified hybrid database

Easy management of vectors

API for connecting data

UI for configuring data

Version control feature

Supports text

images

documents

Simplified backend wiring

Requires extensive backend knowledge

Possible over-complication for smaller projects

Limited customer support channels

Specifically designed for LLM apps

No offline mode

Limited UI customization options

Unified database may present data confusion

Potential for stale data issues

May not suit non-data-centric businesses

No explicit support for non-English languages