update

app.py

@@ -4,18 +4,16 @@ from typing import List, Tuple, Optional
 import google.generativeai as genai
 import gradio as gr
 from PIL import Image
-import tempfile
-import os
 
 GOOGLE_API_KEY = os.environ.get("GEMINI_API_KEY")
 
-IMAGE_WIDTH = 512
 IMAGE_WIDTH = 512
 
 system_instruction_analysis = "You are an expert of the given topic. Analyze the provided text with a focus on the topic, identifying recent issues, recent insights, or improvements relevant to academic standards and effectiveness. Offer actionable advice for enhancing knowledge and suggest real-life examples."
 model_name = "gemini-2.0-flash-exp"
-model = genai.GenerativeModel(model_name, system_instruction=system_instruction_analysis)
-#genai.configure(api_key=google_key)
+
+# Initialize model (will be configured with API key in bot function)
+model = None
 
 # Helper Functions
 def preprocess_stop_sequences(stop_sequences: str) -> Optional[List[str]]:
@@ -58,6 +56,8 @@ def bot(
 
     # Configure the model
     genai.configure(api_key=google_key)
+    model_instance = genai.GenerativeModel(model_name, system_instruction=system_instruction_analysis)
+    
     generation_config = genai.types.GenerationConfig(
         temperature=temperature,
         max_output_tokens=max_output_tokens,
@@ -71,7 +71,7 @@ def bot(
 
     # Generate response
     try:
-        response = model.generate_content(inputs, stream=True, generation_config=generation_config)
+        response = model_instance.generate_content(inputs, stream=True, generation_config=generation_config)
         response.resolve()
     except Exception as e:
         chatbot[-1][1] = f"Error occurred: {str(e)}"
@@ -140,9 +140,8 @@ top_p_component = gr.Slider(
 )
 example_scenarios = [
     "Describe Multimodal AI",
-    "What are the difference between muliagent llm and multiagent system",
-"Why it's difficult to intgrate multimodality in prompt"]
-example_images = [["ex1.png"],["ex2.png"]]
+    "What are the difference between multiagent llm and multiagent system",
+    "Why it's difficult to integrate multimodality in prompt"]
 
 
 # Gradio Interface
@@ -182,13 +181,6 @@ with gr.Blocks(theme="earneleh/paris") as demo:
         fn=lambda query: query if query else "No query selected.",
         inputs=[example_radio],
         outputs=[text_prompt_component])
-       # Custom examples section with blue styling
-    with gr.Accordion("🧪Example Image 🩻", open=False):
-        gr.Examples(
-        examples=example_images,
-        inputs=[image_prompt_component],
-        label="Example Figures",
-        )     
     with gr.Accordion("🛠️Customize", open=False):
         temperature_component.render()
         max_output_tokens_component.render()
@@ -201,4 +193,6 @@ with gr.Blocks(theme="earneleh/paris") as demo:
     ).then(
         fn=bot, inputs=bot_inputs, outputs=[chatbot_component]
     )
-demo.launch()
+
+if __name__ == "__main__":
+    demo.launch(server_name="0.0.0.0", server_port=7860, share=False)