Update app.py

app.py

@@ -35,7 +35,8 @@ from langchain_google_genai import GoogleGenerativeAIEmbeddings
 
 
 # LLM: HuggingFace
-from langchain_community.embeddings import HuggingFaceInferenceAPIEmbeddings
+from langchain_huggingface.embeddings import HuggingFaceEmbeddings
+#from langchain_community.embeddings import HuggingFaceInferenceAPIEmbeddings
 from langchain_community.llms import HuggingFaceHub
 
 # langchain prompts, memory, chains...
@@ -234,11 +235,14 @@ def select_embeddings_model(LLM_service="HuggingFace"):
     """
         
     if LLM_service == "HuggingFace":
-        embeddings = HuggingFaceInferenceAPIEmbeddings(    
+        embeddings = HuggingFaceEmbeddings(    
             api_key=HF_key, 
-            model_name="thenlper/gte-large"
-            #model_name="sentence-transformers/all-MiniLM-L6-v2"
+            model_name="thenlper/gte-large",
+            #model_name="sentence-transformers/all-MiniLM-L6-v2",
+            #model_name="sentence-transformers/all-mpnet-base-v2",
         )
+
+
     print(embeddings)
     return embeddings