Spaces:
Running
Running
Delete app.py
Browse files
app.py
DELETED
@@ -1,99 +0,0 @@
|
|
1 |
-
import os
|
2 |
-
import google.generativeai as genai
|
3 |
-
import gradio as gr
|
4 |
-
from google.generativeai.types import HarmBlockThreshold, HarmCategory
|
5 |
-
|
6 |
-
# Configure Google API Key and model
|
7 |
-
GOOGLE_API_KEY = os.environ.get("GOOGLE_API_KEY")
|
8 |
-
genai.configure(api_key=GOOGLE_API_KEY)
|
9 |
-
MODEL_ID = "gemini-1.5-pro-002"
|
10 |
-
model = genai.GenerativeModel(MODEL_ID)
|
11 |
-
|
12 |
-
example_model = genai.GenerativeModel(
|
13 |
-
MODEL_ID,
|
14 |
-
system_instruction=[
|
15 |
-
"You are an advocate against gender-based violence.",
|
16 |
-
"Analyze the content for signs of gender discrimination and provide actionable advice."
|
17 |
-
],
|
18 |
-
)
|
19 |
-
|
20 |
-
# Set model parameters
|
21 |
-
generation_config = genai.GenerationConfig(
|
22 |
-
temperature=0.9,
|
23 |
-
top_p=1.0,
|
24 |
-
top_k=32,
|
25 |
-
candidate_count=1,
|
26 |
-
max_output_tokens=8192,
|
27 |
-
)
|
28 |
-
|
29 |
-
# Safety and instruction settings
|
30 |
-
safety_settings = {
|
31 |
-
HarmCategory.HARM_CATEGORY_HARASSMENT: HarmBlockThreshold.BLOCK_LOW_AND_ABOVE,
|
32 |
-
HarmCategory.HARM_CATEGORY_HATE_SPEECH: HarmBlockThreshold.BLOCK_LOW_AND_ABOVE,
|
33 |
-
HarmCategory.HARM_CATEGORY_SEXUALLY_EXPLICIT: HarmBlockThreshold.BLOCK_LOW_AND_ABOVE,
|
34 |
-
HarmCategory.HARM_CATEGORY_DANGEROUS_CONTENT: HarmBlockThreshold.BLOCK_LOW_AND_ABOVE,
|
35 |
-
}
|
36 |
-
|
37 |
-
# Function to analyze text with error handling
|
38 |
-
def analyze_text(text):
|
39 |
-
prompt = f"Analyze this text for any instances of gender-based discrimination and provide tips: {text}"
|
40 |
-
contents = [prompt]
|
41 |
-
response = example_model.generate_content(
|
42 |
-
contents,
|
43 |
-
generation_config=generation_config,
|
44 |
-
safety_settings=safety_settings,
|
45 |
-
)
|
46 |
-
return response.text if response else "No response generated."
|
47 |
-
|
48 |
-
# Custom CSS for branding and animation
|
49 |
-
css = """
|
50 |
-
body { font-family: 'Arial', sans-serif; background-color: #f0f0f0; }
|
51 |
-
h1 { color: #333; animation: fadeIn 2s; }
|
52 |
-
@keyframes fadeIn {
|
53 |
-
from { opacity: 0; }
|
54 |
-
to { opacity: 1; }
|
55 |
-
}
|
56 |
-
#logo { font-size: 48px; color: #5f4b8b; animation: slideIn 2s; }
|
57 |
-
@keyframes slideIn {
|
58 |
-
0% { margin-left: -200px; }
|
59 |
-
100% { margin-left: 0px; }
|
60 |
-
}
|
61 |
-
.button { background-color: #4CAF50; color: white; padding: 14px 20px; margin: 8px 0; border: none; cursor: pointer; width: 100%; }
|
62 |
-
.button:hover { opacity: 0.8; }
|
63 |
-
.textbox { width: 100%; padding: 12px 20px; margin: 8px 0; display: inline-block; border: 1px solid #ccc; box-sizing: border-box; }
|
64 |
-
"""
|
65 |
-
|
66 |
-
|
67 |
-
# Example scenarios for gender discrimination analysis
|
68 |
-
example_scenarios = [
|
69 |
-
"During a team meeting, whenever a female colleague tried to express her opinion, she was often interrupted or talked over by male colleagues.",
|
70 |
-
"The feedback given to female employees often focuses more on their demeanor and less on their actual accomplishments.",
|
71 |
-
"Male employees are more frequently considered for promotions and challenging projects, even when female employees have similar or superior qualifications.",
|
72 |
-
"During a hiring panel, female candidates were often asked about their personal life, family plans, and how they would balance home and work.",
|
73 |
-
"There are significant wage discrepancies between male and female employees who hold the same position and possess comparable experience.",
|
74 |
-
"Some male colleagues often make inappropriate jokes or comments about female employees' appearances and attire."
|
75 |
-
]
|
76 |
-
|
77 |
-
# Gradio interface setup
|
78 |
-
with gr.Blocks(css=css) as app:
|
79 |
-
gr.Markdown("<div id='logo'>J<span>ustEva</span></div>")
|
80 |
-
gr.Markdown("<h1 style='text-align: center; color: #5f4b8b;'>Gender Bias Analysis Platform</h1>")
|
81 |
-
gr.Markdown("<p style='text-align: center; font-size: 16px; color: #4a4a4a;'>Powered by AI to advocate against gender-based violence</p>")
|
82 |
-
with gr.Tab("Text Analysis"):
|
83 |
-
text_input = gr.Textbox(label="Enter Text or Select an Example", placeholder="Type here or select an example...", lines=4)
|
84 |
-
analyze_text_btn = gr.Button("Analyze Text")
|
85 |
-
text_output = gr.Textbox(label="Analysis Output", lines=6)
|
86 |
-
|
87 |
-
examples = gr.Examples(
|
88 |
-
examples=example_scenarios,
|
89 |
-
inputs=text_input,
|
90 |
-
outputs=text_output
|
91 |
-
)
|
92 |
-
|
93 |
-
analyze_text_btn.click(
|
94 |
-
fn=analyze_text,
|
95 |
-
inputs=text_input,
|
96 |
-
outputs=text_output
|
97 |
-
)
|
98 |
-
|
99 |
-
app.launch()
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|