15th changes

Email_Reader/email_response.py

@@ -48,11 +48,12 @@ class EmailResponder:
 
 
             self.DB_PATH = DB_PATH
-            self.vectorstore = Chroma(persist_directory=self.DB_PATH, embedding_function=self.embed_model)
+            #self.vectorstore = Chroma(persist_directory=self.DB_PATH, embedding_function=self.embed_model)
             self.retriever = self.vectorstore.as_retriever()
             self.prompt = ChatPromptTemplate.from_template(self.template)
             self.ollama_llm = OLLAMA_MODEL
             self.model_local = ChatOllama(model=self.ollama_llm)
+            '''
             self.chain = (
                 {"context": self.retriever, "question": RunnablePassthrough()}
                 | self.prompt
@@ -60,6 +61,7 @@ class EmailResponder:
                 | self.model_local
                 | StrOutputParser()
             )
+            '''
             with open('emailCategories.json') as user_file:
                 self.jasonFile = json.load(user_file)
 
@@ -87,15 +89,15 @@ class EmailResponder:
             orderNum = 0xFFFF
             self.getShopifyInfo(orderNum)
             query = f"Todays date -{today}\n  sentiment - {sentiment_label}\n Subject -{subject}\n Body-{body} "
-            reply_body = self.chain.invoke(query)
-            '''
+            #reply_body = self.chain.invoke(query)
+            
             reply_body  = 0
             orderNum = self.getOrderNumber(body, subject)
             if orderNum != 0xFFFF:
                 self.getShopifyInfo(orderNum)
             reply_body = self.get_GPTcompletion(orderNum, body)
             return sentiment_label, sentiment_score, reply_body
-            '''
+            
         except Exception as e:
             logging.error(f"Error generating response: {e}")
             raise