Implement a Vector Quantization

[mehmetcanay]

Implement a vector index and vector quantization for Weaviate vector database to reduce the amount of memory required to store vectors. The documentation of implementation can be found in the following link: https://weaviate.io/developers/weaviate/configuration/compression

This could potentially reduce the RAM needed for functions that stores the vectors on memory.