Vector Search - BERT

[fbanados]

It would be useful to run a pilot of using BERT vectors instead of our current approach.

[fbanados]

https://pypi.org/project/transformers/
https://huggingface.co/google-bert/bert-large-uncased
https://huggingface.co/learn/llm-course/en/chapter5/6#using-faiss-for-efficient-similarity-search
https://huggingface.co/docs/transformers/v5.10.2/en/model_doc/bert#bert
https://www.geeksforgeeks.org/nlp/sentence-similarity-using-bert-transformer/
https://www.bytewebster.com/post/how-to-use-bert-for-high-accuracy-semantic-search-in-python