Create app.py

app.py

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+import os
+import google.generativeai as genai
+import gradio as gr
+from google.generativeai.types import HarmBlockThreshold, HarmCategory
+
+# Configure Google API Key and model
+GOOGLE_API_KEY = os.environ.get("GOOGLE_API_KEY")
+genai.configure(api_key=GOOGLE_API_KEY)
+MODEL_ID = "gemini-1.5-pro-002"
+model = genai.GenerativeModel(MODEL_ID)
+
+example_model = genai.GenerativeModel(
+    MODEL_ID,
+    system_instruction=[
+        "You are an advocate against gender-based violence.",
+        "Analyze the content for signs of gender discrimination and provide actionable advice."
+    ],
+)
+
+# Set model parameters
+generation_config = genai.GenerationConfig(
+    temperature=0.9,
+    top_p=1.0,
+    top_k=32,
+    candidate_count=1,
+    max_output_tokens=8192,
+)
+
+# Safety and instruction settings
+safety_settings = {
+    HarmCategory.HARM_CATEGORY_HARASSMENT: HarmBlockThreshold.BLOCK_LOW_AND_ABOVE,
+    HarmCategory.HARM_CATEGORY_HATE_SPEECH: HarmBlockThreshold.BLOCK_LOW_AND_ABOVE,
+    HarmCategory.HARM_CATEGORY_SEXUALLY_EXPLICIT: HarmBlockThreshold.BLOCK_LOW_AND_ABOVE,
+    HarmCategory.HARM_CATEGORY_DANGEROUS_CONTENT: HarmBlockThreshold.BLOCK_LOW_AND_ABOVE,
+}
+
+# Function to analyze text with error handling
+def analyze_text(text):
+    prompt = f"Analyze this text for any instances of gender-based discrimination and provide tips: {text}"
+    contents = [prompt]
+    response = example_model.generate_content(
+        contents,
+        generation_config=generation_config,
+        safety_settings=safety_settings,
+    )
+    return response.text if response else "No response generated."
+
+# Example scenarios for gender discrimination analysis
+example_scenarios = [
+    "During a team meeting, whenever a female colleague tried to express her opinion, she was often interrupted or talked over by male colleagues.",
+    "The feedback given to female employees often focuses more on their demeanor and less on their actual accomplishments.",
+    "Male employees are more frequently considered for promotions and challenging projects, even when female employees have similar or superior qualifications.",
+    "During a hiring panel, female candidates were often asked about their personal life, family plans, and how they would balance home and work.",
+    "There are significant wage discrepancies between male and female employees who hold the same position and possess comparable experience.",
+    "Some male colleagues often make inappropriate jokes or comments about female employees' appearances and attire."
+]
+
+# Gradio interface setup
+with gr.Blocks() as app:
+    with gr.Tab("Text Analysis"):
+        text_input = gr.Textbox(label="Enter Text or Select an Example", placeholder="Type here or select an example...", lines=4)
+        analyze_text_btn = gr.Button("Analyze Text")
+        text_output = gr.Textbox(label="Analysis Output", lines=6)
+        
+        examples = gr.Examples(
+            examples=example_scenarios,
+            inputs=text_input,
+            outputs=text_output,
+            fn=analyze_text  # Automatically analyze when an example is selected
+        )
+        
+        analyze_text_btn.click(
+            fn=analyze_text,
+            inputs=text_input,
+            outputs=text_output
+        )
+
+app.launch()