Update app.py

app.py

@@ -3,7 +3,7 @@ import requests
 
 # Azure OpenAI Configuration
 OPENAI_ENDPOINT = "https://rag-openai-service-ak.openai.azure.com/"
-OPENAI_KEY = "B1XyCaz87o456EVD949oODcGC8KTAEQsNLI7Yq5cnYKk41SMY9PtJQQJ99AKACHYHv6XJ3w3AAABACOGHD3K"
+OPENAI_KEY = "B1XyCaz87o456EVD949oODcGC8KTAEQsNLI7Yq5cnYKk41SMY9PtJQQJ99AKACHYHv6XJ3w3AAABACOGAaCZ"
 DEPLOYMENT_ID = "gpt-4-rag-ak"
 
 # Function to Call Azure OpenAI API
@@ -25,7 +25,7 @@ def call_openai_api(prompt):
 
     return response.json()["choices"][0]["text"].strip()
 
-# Predefined Questions
+# Predefined Questions and Sources
 def get_predefined_questions():
     return [
         "What are the career opportunities in AI?",
@@ -40,23 +40,23 @@ def get_predefined_questions():
         "What is the process to apply for internships as an MEng student?"
     ]
 
-# Function to Process Query
 def process_query(question):
     predefined_responses = {
-        "What are the career opportunities in AI?": "AI offers diverse opportunities in data science, machine learning engineering, robotics, and more.",
-        "What is the scope of AI in engineering?": "AI in engineering includes predictive maintenance, process optimization, and smart systems.",
-        "What are the key highlights of the Master of Engineering Handbook?": "The handbook highlights program structure, course requirements, and career support for MEng students.",
-        "How to start a career in AI?": "Starting a career in AI involves learning programming, data science, and machine learning frameworks.",
-        "When will the CPT start date?": "CPT start dates vary by university. Generally, it starts after completing two semesters, depending on the program's policies.",
-        "What are the ethical considerations in AI development?": "Ethical AI involves fairness, transparency, accountability, and avoiding biases in decision-making systems.",
-        "What are the differences between supervised and unsupervised learning?": "Supervised learning uses labeled data for training, while unsupervised learning identifies patterns in unlabeled data.",
-        "What are the benefits of enrolling in an MEng program?": "An MEng program provides advanced technical skills, networking opportunities, and industry-oriented training.",
-        "What is the importance of Generative AI in modern technology?": "Generative AI drives innovation in content creation, design, and personalized user experiences across industries.",
-        "What is the process to apply for internships as an MEng student?": "Start with updating your resume, networking, and applying through university portals or job boards like LinkedIn."
+        "What are the career opportunities in AI?": ("AI offers diverse opportunities in data science, machine learning engineering, robotics, and more.", "eBook-How-to-Build-a-Career-in-AI.pdf"),
+        "What is the scope of AI in engineering?": ("AI in engineering includes predictive maintenance, process optimization, and smart systems.", "eBook-How-to-Build-a-Career-in-AI.pdf"),
+        "What are the key highlights of the Master of Engineering Handbook?": ("The handbook highlights program structure, course requirements, and career support for MEng students.", "Master of Engineering (MEng) Handbook 2023.pdf"),
+        "How to start a career in AI?": ("Starting a career in AI involves learning programming, data science, and machine learning frameworks.", "eBook-How-to-Build-a-Career-in-AI.pdf"),
+        "When will the CPT start date?": ("CPT start date at University Of Cincinnati is May 5 2025. Reach out to Amanda: https://researchdirectory.uc.edu/p/mclaugae", "Master of Engineering (MEng) Handbook 2023.pdf"),
+        "What are the ethical considerations in AI development?": ("Ethical AI involves fairness, transparency, accountability, and avoiding biases in decision-making systems.", "eBook-How-to-Build-a-Career-in-AI.pdf"),
+        "What are the differences between supervised and unsupervised learning?": ("Supervised learning uses labeled data for training, while unsupervised learning identifies patterns in unlabeled data.", "eBook-How-to-Build-a-Career-in-AI.pdf"),
+        "What are the benefits of enrolling in an MEng program?": ("An MEng program provides advanced technical skills, networking opportunities, and industry-oriented training.", "Master of Engineering (MEng) Handbook 2023.pdf"),
+        "What is the importance of Generative AI in modern technology?": ("Generative AI drives innovation in content creation, design, and personalized user experiences across industries.", "eBook-How-to-Build-a-Career-in-AI.pdf"),
+        "What is the process to apply for internships as an MEng student?": ("Start with updating your resume, networking, and applying through university portals or job boards like LinkedIn. Reach out to Julie: https://researchdirectory.uc.edu/p/steimlje for more doubts.", "Master of Engineering (MEng) Handbook 2023.pdf")
     }
 
     if question in predefined_responses:
-        return predefined_responses[question]
+        response, source = predefined_responses[question]
+        return f"Response: {response}\n\nSource: {source}"
 
     # Use Azure OpenAI for unlisted questions
     return call_openai_api(question)
@@ -69,18 +69,17 @@ def chatbot_ui(question):
 def main():
     predefined_questions = get_predefined_questions()
 
-    with gr.Blocks() as demo:
-        gr.Markdown("## Azure-Powered RAG Chatbot")
-
-        question_input = gr.Dropdown(choices=predefined_questions, label="Select a predefined question")
-        response_output = gr.Textbox(label="Chatbot Response")
-
-        with gr.Row():
-            submit_btn = gr.Button("Submit")
-            clear_btn = gr.Button("Clear")
-
-        submit_btn.click(chatbot_ui, inputs=question_input, outputs=response_output)
-        clear_btn.click(lambda: "", inputs=None, outputs=response_output)
+    demo = gr.Interface(
+        fn=chatbot_ui,
+        inputs=gr.Dropdown(choices=predefined_questions, label="Select a predefined question"),
+        outputs=gr.Textbox(label="Chatbot Response"),
+        title="Azure-Powered RAG Chatbot",
+        live=True,
+        theme="default",
+        examples=predefined_questions,
+        allow_flagging="never",
+        layout="vertical"
+    )
 
     demo.launch()