Update App/Embedding/utils/Initialize.py

App/Embedding/utils/Initialize.py

@@ -1,6 +1,7 @@
 from langchain.embeddings import HuggingFaceEmbeddings
 from langchain.docstore.document import Document
 from langchain.vectorstores import Pinecone
+
 import pinecone
 import os
 
@@ -19,7 +20,7 @@ async def delete_documents(task_id):
     embeddings = HuggingFaceEmbeddings(model_name=model_name)
 
 
-    pinecone(api_key=PINECONE_API_KEY, environment=PINECONE_ENV)
+    pinecone.Pinecone(api_key=PINECONE_API_KEY, environment=PINECONE_ENV)
     vector_index = pinecone.Index(index_name=index_name)
     docsearch = Pinecone.from_existing_index(index_name, embeddings)
 
@@ -63,7 +64,7 @@ def search(query: str, task_id: str):
     embeddings = HuggingFaceEmbeddings(model_name=model_name)
 
 
-    pinecone(api_key=PINECONE_API_KEY, environment=PINECONE_ENV)
+    pinecone.Pinecone(api_key=PINECONE_API_KEY, environment=PINECONE_ENV)
     vector_index = pinecone.Index(index_name=index_name)
     docsearch = Pinecone.from_existing_index(index_name, embeddings)
 
@@ -89,7 +90,7 @@ def encode(temp: list[Document]):
     embeddings = HuggingFaceEmbeddings(model_name=model_name)
 
 
-    pinecone(api_key=PINECONE_API_KEY, environment=PINECONE_ENV)
+    pinecone.Pinecone(api_key=PINECONE_API_KEY, environment=PINECONE_ENV)
     vector_index = pinecone.Index(index_name=index_name)
     docsearch = Pinecone.from_existing_index(index_name, embeddings)
     docsearch.add_documents(temp)