The Excellence
Directory Platform Template

AI-native search framework that provides end-to-end neural search pipeline orchestration, supporting embedding models, vector indexing, and semantic search, with DocArray for data representation.

A Pythonic vector database offering comprehensive CRUD operations with robust scalability through sharding and replication. Built on DocArray for vector search and Jina for efficient index serving, deployable from local to cloud environments.