Added openai key

app.py

@@ -3,7 +3,13 @@ import streamlit as st
 #from transformers import pipeline
 from pinecone import Pinecone, ServerlessSpec
 from sentence_transformers import SentenceTransformer, util
+from openai import OpenAI
+import os
+api_key='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'
 
+os.environ["OPENAI_API_KEY"] = api_key
+
+os.environ.get("OPENAI_API_KEY")
 
 bi_encoder = SentenceTransformer('msmarco-distilbert-base-v4')
 bi_encoder.max_seq_length = 256     # Truncate long documents to 256 tokens
@@ -36,7 +42,56 @@ if QUESTION:
         out= resp[0]['metadata']['data']
         url= "Matching url "+resp[0]['id']
         #+ '\n*************\n'+  resp[1]['metadata']['text'] + '\n*************\n'+ resp[2]['metadata']['text']
+
+
+        system_instructions_text='''
+          Your task is to extract the answer to a question from a body of text provided to you.
+          The body of text will be enclosed within the delimiter tags  <text> and </text>
+
+          For example,
+          <text> General Preparation Tips for VARC Section:
+
+          You need to develop an incessant habit of speed reading.
+          Start with reading newspapers, editorials, fiction and nonfiction novels and simple passages.
+          The more you read, the faster you read. Learn the basic grammar concepts like parts of speech, articles,verbs, adjectives, tenses, auxiliary verbs, modifiers, modals etc.
+          Revise at least 50 new words every day
+          </text>
+
+          Question: What are some tips for preparing for VARC?
+          Here are some tips for preparing for the VARC section:
+          1. develop an incessant habit of speed reading
+          2. Start reading newspapers, editorials, fiction and nonfiction novels
+          3. Learn basic grammar concepts\n
+          4. Revise at least 50 new words a day
+
+          Question: How many new words are to be learnt in a day?
+          It is advised that 50 new words are learn every day
+
+          Your response should be based on the information contained in the provided text and should not included any other sources.
+          If you are unable to answer the question from the text provided, please respond " Sorry. I do not have enough information to answer this"
+           Do repeat the question. Do not make a pointed reference to the text provided. Directly answer the question
+          '''
+
+        client = OpenAI()
+        content="""
+        <text>
+        {}
+        </text>
+        """.format(out)
+
+        response = client.chat.completions.create(
+          model="gpt-3.5-turbo",
+          messages=[
+            {"role": "system", "content":system_instructions_text },
+            {"role": "user", "content": content},
+            {"role": "user", "content": "Question:"+QUESTION}
+          ]
+        )
+
+        ans= response.choices[0].message.content
+
         st.write(url)
-        st.write(out)
+        st.write(ans)
+
     else:
         st.write("No matches for query")