Vector Embeddings, Quantization, Vector Quantization.
mxbai-embed-large:latest embedding model. The endpoint URL and the payload (containing the model name and query text) are defined within the function. When the request is sent, the response from the server is returned as a JSON object. This function is crucial for obtaining the original float32