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import gradio as gr
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-16k"
response = openai.ChatCompletion.create(
model=MODEL,
messages=[
{"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 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=500,
temperature=1
)
return response['choices'][0]['message']['content']
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"]
)
iface.launch()
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