Update abc.txt

abc.txt

@@ -1,4 +1,3 @@
-# Import necessary libraries
 import streamlit as st
 from langchain_community.document_loaders import PyPDFLoader
 import openai
@@ -10,7 +9,7 @@ import os
 
 # Set up Streamlit UI
 st.title('Educational Assistant')
-st.header('Summary, Quiz Generator, and Q&A')
+st.header('Summary, Quiz Generator, Q&A, and Study Plan')
 st.sidebar.title('Drop your PDF here')
 
 # Input OpenAI API key from keyboard
@@ -18,8 +17,8 @@ openai_api_key = st.sidebar.text_input("Enter your OpenAI API Key", type="passwo
 
 user_file_upload = st.sidebar.file_uploader(label='', type='pdf')
 
-# Sidebar option selection for Summary, Quiz, or Q&A
-option = st.sidebar.radio("Choose an option", ('Generate Summary', 'Generate Quiz', 'Ask a Question'))
+# Sidebar option selection for Summary, Quiz, Q&A, or Study Plan
+option = st.sidebar.radio("Choose an option", ('Generate Summary', 'Generate Quiz', 'Ask a Question', 'Generate Study Plan'))
 
 # Input for asking questions (only visible when "Ask a Question" is selected)
 question_input = None
@@ -99,6 +98,19 @@ if openai_api_key:
         output_parser = StrOutputParser()
         chain_3 = prompt_3 | llm_qa | output_parser
 
+        ## Prompt Template for Study Plan
+        prompt_4 = ChatPromptTemplate.from_messages(
+            [
+                ("system", "You are a smart assistant. Based on the content of the user's PDF, generate a 7-day study plan. Divide the content into 7 topics and assign each topic to a day. Please make it logical and balanced."),
+                ("user", "{data}")
+            ]
+        )
+
+        # Pass the OpenAI API key explicitly to the ChatOpenAI instance
+        llm_study_plan = ChatOpenAI(model="gpt-4o-mini", openai_api_key=openai_api_key)  # Pass the key here
+        output_parser = StrOutputParser()
+        chain_4 = prompt_4 | llm_study_plan | output_parser
+
     if option == 'Generate Summary':
         # Generate summary
         summary_response = chain_1.invoke({'data': data})
@@ -129,5 +141,15 @@ if openai_api_key:
             # Generate PDF for the question answer and offer it as a download
             pdf_filename = generate_pdf(question_answer_response, filename="question_answer_response.pdf")
             st.download_button("Download Answer as PDF", data=open(pdf_filename, "rb").read(), file_name=pdf_filename, mime="application/pdf")
+
+    elif option == 'Generate Study Plan':
+        # Generate study plan
+        study_plan_response = chain_4.invoke({'data': data})
+        st.write(study_plan_response)
+        
+        # Generate PDF for the study plan and offer it as a download
+        pdf_filename = generate_pdf(study_plan_response, filename="study_plan_response.pdf")
+        st.download_button("Download Study Plan as PDF", data=open(pdf_filename, "rb").read(), file_name=pdf_filename, mime="application/pdf")
+
 else:
     st.sidebar.warning("Please enter your OpenAI API Key to proceed.")