Update app.py

app.py

@@ -1,9 +1,11 @@
 import gradio as gr
 import os
 import fitz
-import openai
+from openai import OpenAI
 import re
 
+client = OpenAI()
+
 class ResumeAnalyser:
     def __init__(self):
         pass
@@ -33,9 +35,10 @@ class ResumeAnalyser:
       job_description = self.extract_text_from_file(job_description_path.name)
       for resume_path in resume_list_path:
           resume = self.extract_text_from_file(resume_path.name)
-          response = openai.Completion.create(
-              engine = "text-davinci-003",
-              prompt = f"""Given the job description and the resume, assess the matching percentage to 100 and if 100 percentage not matched mention the remaining percentage with reason. **Job Description:**{job_description}**Resume:**{resume}
+            # Create a conversation for the OpenAI chat API
+            conversation = [
+                {"role": "system", "content": "You are a Mental Healthcare Chatbot."},
+                {"role": "user", "content": f"""Given the job description and the resume, assess the matching percentage to 100 and if 100 percentage not matched mention the remaining percentage with reason. **Job Description:**{job_description}**Resume:**{resume}
               **Detailed Analysis:**
               Introduction to say we've assessment the resume
                       the result should be in this format:
@@ -54,13 +57,21 @@ class ResumeAnalyser:
                       Certifications: [Pursue certifications in mention area].\n
                       Feel free to contact us for further clarification.\n
                       Best wishes,
-              Your job is to write a proper E-Mail to the candidate from the organization with the job role, the candidate's name, organization name, and the body of this E-Mail should be in the above format.""",
-              temperature=0,
-              max_tokens=1000,
-              stop=None,
-          )
-          generated_text = response.choices[0].text.strip()
-          result += generated_text + "\n-------------------------------------------------------------------------------------\n"
+              Your job is to write a proper E-Mail to the candidate from the organization with the job role, the candidate's name, organization name, and the body of this E-Mail should be in the above format."""}
+            ]
+    
+            # Call OpenAI GPT-3.5-turbo
+            chat_completion = client.chat.completions.create(
+                model = "gpt-3.5-turbo",
+                messages = conversation,
+                max_tokens=300,
+                temperature=0
+            )
+    
+            response = chat_completion.choices[0].message.content
+
+            result += response + "\n-------------------------------------------------------------------------------------\n"
+
       return result
     
     def clear(self,jobDescription,resume,result_email):