Using HF Embedding directly

src/utilities/embedding.py

@@ -77,7 +77,10 @@ class CustomEmbedding(BaseModel, Embeddings):
             self.cpu_embedding = self.hosted_embedding
         else:
             logging.info("CUDA is not available")
-            self.hosted_embedding = HuggingFaceEndpointEmbeddings(
+            self.hosted_embedding = self.get_hf_embedd()
+            """
+            HuggingFaceEndpointEmbeddings is deprecated
+            HuggingFaceEndpointEmbeddings(
                 model=os.getenv("HF_MODEL"),
                 model_kwargs={
                     "encode_kwargs": {
@@ -86,8 +89,8 @@ class CustomEmbedding(BaseModel, Embeddings):
                     }
                 },
                 huggingfacehub_api_token=os.getenv("HUGGINGFACEHUB_API_TOKEN"),
-            )
-            self.cpu_embedding = self.get_hf_embedd()
+            )"""
+            self.cpu_embedding = self.hosted_embedding
 
     def embed_documents(self, texts: List[str]) -> List[List[float]]:
         """