Constella Uses Weaviate for RAG and Cross-Platform Syncing

AI Impact Summary

Constella leverages Weaviate for a novel RAG (Retrieval-Augmented Generation) system, enabling contextual recall and cross-platform syncing across devices. The architecture centers around vector search within Weaviate, utilizing a multi-tenant design to isolate user data and manage access controls. Notably, the mobile apps rely on remote vector search against a centralized Weaviate instance, avoiding the performance limitations of local vector search on devices with constrained resources, and the backend handles embedding generation and syncing of data across platforms.