Update app.py

app.py

@@ -1,5 +1,5 @@
 import streamlit as st
-#from langchain.llms import OpenAI #this import has been replaced by the below recently please :)
+
 from langchain_openai import OpenAI
 
 from langchain.prompts import PromptTemplate
@@ -10,7 +10,7 @@ from dotenv import load_dotenv
 load_dotenv()
 
 def getLLMResponse(query,age_option,tasktype_option):
-    # 'text-davinci-003' model is depreciated now, so we are using the openai's recommended model
+   
     llm = OpenAI(temperature=.9, model="gpt-3.5-turbo-instruct")
 
     if age_option=="Kid": #Silly and Sweet Kid 
@@ -120,7 +120,7 @@ def getLLMResponse(query,age_option,tasktype_option):
 
 
     new_prompt_template = FewShotPromptTemplate(
-        example_selector=example_selector,  # use example_selector instead of examples
+        example_selector=example_selector,  
         example_prompt=example_prompt,
         prefix=prefix,
         suffix=suffix,
@@ -131,13 +131,12 @@ def getLLMResponse(query,age_option,tasktype_option):
   
     print(new_prompt_template.format(template_userInput=query,template_ageoption=age_option,template_tasktype_option=tasktype_option))
 
-    #Recently langchain has recommended to use invoke function for the below please :)
+    
     response=llm.invoke(new_prompt_template.format(template_userInput=query,template_ageoption=age_option,template_tasktype_option=tasktype_option))
     print(response)
 
     return response
 
-#UI Starts here
 
 st.set_page_config(page_title="Marketing Tool",
                     page_icon='✅',