Select sentence-transformer model

[KazChe]

note that it needs to run locally, so compute resources need to be taken into account

• [ ] BERT
• [ ] distilBERT - python. original BERT model might be computationally intensive, DistilBERT is a smaller, faster, and less resource-hungry version designed for efficient inference, you can download the pre-trained DistilBERT model from the Hugging Face Transformers library.
• [ ] SentenceTransformers -Python
• [x] OpenAI's Ada - supports JS 😉 and Python - not a true sentence-transformer. may require more setup than sentence-transformers.

[KazChe]

openai's ada - check out this cookbook from openai

[KazChe]

going with Ada, for sake of speed to get the poc moving forward.