improve app

app.py

@@ -3,22 +3,43 @@ import openai
 from PyPDF2 import PdfReader
 
 def funfunc(Name, CV, Adventurous, Years):
+    # Years = 5
     reader = PdfReader(CV.name)
     page = reader.pages[0]
     CV_text = page.extract_text()
-    MODEL = "gpt-3.5-turbo"
+    MODEL = "gpt-3.5-turbo-16k"
     response = openai.ChatCompletion.create(
         model=MODEL,
         messages=[
-            {"role": "system", "content": "You are an assistant which helps people finding their best future career path based on their current CV. Your job is to answer the question: where do you see this person X years from now? (X is a number) by taking into account his\hers current CV and suggest a professional trajectory for these upcoming X years."},
+            {"role": "system", "content": f"You are an assistant which helps people to find their best future career "
+                                          f"path based on their current CV. Your job is to answer the question: where do "
+                                          f"you see this person {Years} years from now? by taking into account his\hers "
+                                          f"current CV and suggest a professional trajectory for these upcoming {Years} "
+                                          f"years. The current year is 2023, so your forecasting should be until 2023+{Years}."},
             {"role": "user", "content": f"My name is: {Name}"},
-            {"role": "system", "content": "There is a spectrum of adventurousness according to which a career path can be suggested. The adventurousness parameter for moving along this spectrum is between 0 to 5, where 0 is not adventurous at all (continue on the same expected track, no surprises, no professional development) and 5 is the most adventurous (be bold and explore other fascinating directions). "},
-            {"role": "user", "content": f"My adventurous level is: {Adventurous}"},
-            {"role": "user", "content": f"my CV is detailed below: \n {CV_text}"},
-            {"role": "system", "content": f"Please output the answers the following questions: \n 1. Where do you see this person in {Years} years? \n- Answer shortly  \n- Mention his\hers title, and explain in one sentence what he\she is doing \n- Refer also to work-life balance \n \n2. which roles will he\she perform during these upcoming {Years} years? \n- Pick one leading option and be specific. \n- For each role during these {Years} years write the precise years, title and company. \n- Write it in a resume-like list. \n- Each role duration varies between 6 months and 2.5 years. The average duration should be around 2 years."},
-            {"role": "system", "content": f"Your response should follow the template: \n {Years} years from now, {Name} will ... \nDuring these {Years} years, {Name} will perform the following positions: \n<from year> - <to year>: <job title>, <company> \n..."}
+            {"role": "system", "content": "There is a spectrum of adventurousness according to which a career path can "
+                                          "be suggested. The adventurousness parameter ranges from 0 to 5, where 0 is not "
+                                          "adventurous at all (continue on the same expected track, no surprises, "
+                                          "no professional development) and 5 is the most adventurous trajectory you can think of "
+                                          "(explore and suggest fascinating related directions). "},
+            {"role": "user", "content": f"My adventurous level is: {Adventurous}. \nMy CV is listed below: \n {CV_text}"},
+            {"role": "system", "content": f"Please output the answers to the following questions: \n 1. Where do you "
+                                          f"see {Name} in {Years} years? \n- Use 'they' instead of 'he' or 'she.' "
+                                          f"\n- Mention their title, company, and briefly explain what they will do. "
+                                          f"\n- Consider work-life balance. \n \n2. which roles will they perform during "
+                                          f"these upcoming {Years} years? \n- Pick one leading option and be specific. "
+                                          f"\n- Provide the precise years, title, and company for each role in a resume-like list. "
+                                          f"\n- Each role should last between 6 months and 2.5 years on average."},
+            {"role": "system", "content": f"Your response should follow the template: \n {Years} years from now, "
+                                          f"{Name} will ... \nDuring these {Years} years, {Name} will perform the "
+                                          f"following positions: \n<from year> - <to year>: <job title>, <company> \n... "
+                                          f"\n Ensure that you start from the current year (2023) and go {Years} years ahead "
+                                          f"(for example, 5 years from now the year will be 2028. \nMake sure that the last "
+                                          f"position is aligned with the details you provided earlier."}
+            # {"role": "system", "content": f"Here's an example for desired output: \nIn 3 years, Emily will be a Software Development Team Lead at ABC Tech, managing a team of developers and overseeing software development projects. They will have a healthy work-life balance, with opportunities for growth and innovation. \n \nDuring these 3 years, Emily will perform the following positions: \n2023-2024: Junior Software Developer, XYZ Company \n2024-2025: Software Developer, XYZ Company \n2025-2026: Senior Software Developer, ABC Tech \n2026-: Software Development Team Lead, ABC Tech"}
         ],
-        max_tokens=200
+        max_tokens=500,
+        temperature=1
     )
 
     return response['choices'][0]['message']['content']
@@ -27,6 +48,7 @@ def funfunc(Name, CV, Adventurous, Years):
 iface = gr.Interface(
     fn=funfunc,
     inputs=["text", "file", gr.Slider(minimum=0, maximum=5, step=1), gr.Slider(minimum=1, maximum=10, step=1)],
+    # inputs=["text", "file", gr.Slider(minimum=0, maximum=5, step=1)],
     outputs=["text"]
 )