Spaces:
Running
Running
Create app1.py
Browse filesmigrate to openAi
app1.py
ADDED
@@ -0,0 +1,57 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
import os
|
2 |
+
import openai
|
3 |
+
import gradio as gr
|
4 |
+
|
5 |
+
# Set OpenAI API key from environment variable
|
6 |
+
openai.api_key = os.environ.get("OPENAI_API_KEY")
|
7 |
+
|
8 |
+
# Function to generate customized career advice
|
9 |
+
def generate_career_advice(field, position_name, current_qualifications, likes, skills):
|
10 |
+
# Craft the prompt for the OpenAI model
|
11 |
+
prompt = f"""You are a career advisor AI. Provide customized career advice using the following details:
|
12 |
+
- Desired Career Field: {field}
|
13 |
+
- Dream Job: {position_name}
|
14 |
+
- Current Qualifications: {current_qualifications}
|
15 |
+
- Likes: {likes}
|
16 |
+
- Skills: {skills}
|
17 |
+
|
18 |
+
Include:
|
19 |
+
- Suitable career paths that are a good fit and in demand.
|
20 |
+
- Additional qualifications, courses, training, or certifications to pursue.
|
21 |
+
- Tips on networking and gaining experience.
|
22 |
+
Be concise and limit your response to 512 tokens or less."""
|
23 |
+
|
24 |
+
# Call the OpenAI API
|
25 |
+
try:
|
26 |
+
response = openai.ChatCompletion.create(
|
27 |
+
model="gpt-4", # Use "gpt-3.5-turbo" if desired
|
28 |
+
messages=[{"role": "system", "content": "You are a helpful and knowledgeable career advisor."},
|
29 |
+
{"role": "user", "content": prompt}],
|
30 |
+
max_tokens=512,
|
31 |
+
temperature=0.7,
|
32 |
+
)
|
33 |
+
# Extract the response text
|
34 |
+
career_advice = response["choices"][0]["message"]["content"].strip()
|
35 |
+
except Exception as e:
|
36 |
+
career_advice = f"An error occurred: {str(e)}"
|
37 |
+
|
38 |
+
return career_advice
|
39 |
+
|
40 |
+
# Create Gradio interface for the career advice application
|
41 |
+
career_advice_app = gr.Interface(
|
42 |
+
fn=generate_career_advice,
|
43 |
+
allow_flagging="never",
|
44 |
+
inputs=[
|
45 |
+
gr.Textbox(label="Desired Career Field", placeholder="Enter the field you're interested in or type 'not sure'."),
|
46 |
+
gr.Textbox(label="Your Dream Job", placeholder="Enter your dream job or type 'not sure'."),
|
47 |
+
gr.Textbox(label="Current Qualifications and Certifications", placeholder="Enter your qualifications..."),
|
48 |
+
gr.Textbox(label="Likes", placeholder="Enter things you like (e.g., helping others, working with hands)...", lines=10),
|
49 |
+
gr.Textbox(label="Skills", placeholder="Enter your skills (e.g., math, science, languages)...", lines=10),
|
50 |
+
],
|
51 |
+
outputs=gr.Textbox(label="Customized Career Advice"),
|
52 |
+
title="Customized AI-Powered Career Advice",
|
53 |
+
description="This app provides AI-powered customized career advice based on your input. Note: even AI can make mistakes!",
|
54 |
+
)
|
55 |
+
|
56 |
+
# Launch the application
|
57 |
+
career_advice_app.launch(server_name="0.0.0.0", debug=True, server_port=7860, share=True)
|