I have successfully downloaded following Hugging Face sentence similarity model to local directory:
https://huggingface.co/kinit/slovakbert-sts-stsb
Structure of the model is:
config.json
config_sentence_transformers.json
merges.txt
modules.json
pytorch_model.bin
README.md
sentence_bert_config.json
special_tokens_map.json
tokenizer.json
tokenizer_config.json
vocab.json
Apparently the model itself is in file: pytorch_model.bin
I am using langchain4j. I have found following extension for Hugging Face:
https://github.com/langchain4j/langchain4j/tree/main/langchain4j-hugging-face
I am little bit confused as many methods are using Hugging Face api key??
My question is, how to connect my locally downloaded model with my langchain4j code, allowing me to write statements like:
EmbeddingModel huggingFaceModel = new EmbeddingModel()
Can you help me?