In order for this to work you need to download the file with the embeddings from the following link: https://drive.google.com/drive/folders/1FhFf-E3YSeKD86InvieSYBpVBxXNjj-c?usp=sharing. . This is not necessary. You can generate again the embeddings with the provided api key(It will expire in 2 months).