Tim Spann

its free, but uses memory like it was $1 per petabyte

HuggingFace has so many models, libraries and datasets. Having access to open, open source and free models and libraries is awesome. So easy to use transformers for so many ML and AI tasks and...

This "database" did not have a non SAAS version, is not open source and did not support the index types or scale that I needed. I switched to Milvus.

The easiest way to load data into my zilliz cloud collections, very easy and fast. It's a no brainer for uses of Zilliz Cloud.

Fast, easy to use and all the futures that are need for all RAG, Unstructured data, vector database, search and AI needs

It is exactly what I need for all RAG and unstructured data processing needs.