[Mem0] Update dependencies and make the package lighter (#1708)

Co-authored-by: Dev-Khant <devkhant24@gmail.com>
This commit is contained in:
Deshraj Yadav
2024-08-14 23:28:07 -07:00
committed by GitHub
parent e35786e567
commit a8ba7abb7d
35 changed files with 634 additions and 1594 deletions

View File

@@ -9,19 +9,15 @@ from mem0.embeddings.base import EmbeddingBase
class HuggingFaceEmbedding(EmbeddingBase):
def __init__(self, config: Optional[BaseEmbedderConfig] = None):
super().__init__(config)
if self.config.model is None:
self.config.model = "multi-qa-MiniLM-L6-cos-v1"
self.model = SentenceTransformer(
self.config.model,
**self.config.model_kwargs
)
self.model = SentenceTransformer(self.config.model, **self.config.model_kwargs)
if self.config.embedding_dims is None:
self.config.embedding_dims = self.model.get_sentence_embedding_dimension()
def embed(self, text):
"""
Get the embedding for the given text using Hugging Face.