refactor: Update feedback API endpoint and enhance HTML tag handling

app.py

@@ -10,7 +10,7 @@ from constants import JOB_DESCRIPTION, RESUME_TEXT
 
 API_KEY = os.getenv("API_KEY")
 CHATBOT_API_ENDPOINT = "https://talent-interview-prep-conversational-model.multimodal.dev/"
-FEEDBACK_API_ENDPOINT = "https://talent-interview-prep-feedback-ideal-answer.multimodal.dev/"
+QUESTION_RELATED_FEEDBACK_API_ENDPOINT = "https://talent-interview-prep-question-related-feedback.multimodal.dev/"
 
 # Predefined questions
 questions = {
@@ -70,10 +70,12 @@ def chatbot_api_call(interview_question, user_input, conversation_mode, conversa
         return "Error: Unable to reach the API or invalid response received."
     
 def remove_html_tags(text):
+    text = text.replace("</p>", "\n")
     soup = BeautifulSoup(text, "html.parser")
-    return soup.get_text().strip('"')
+    cleaned_text = soup.get_text().strip('"').replace('\\"', '"')
+    return cleaned_text
     
-def feedback_api_call(interview_question, user_input, feedback_type="standard"):
+def question_related_feedback_api_call(interview_conversation, feedback_type="standard"):
     headers = {
         "x-api-key": API_KEY,
         "Content-Type": "application/json"
@@ -81,13 +83,12 @@ def feedback_api_call(interview_question, user_input, feedback_type="standard"):
 
     data = {
         "job_title": "Senior Product Manager",
-        "question": interview_question,
-        "answer": user_input,
+        "interview_conversation": interview_conversation,
         "feedback_type": feedback_type
     }
 
     try:
-        response = requests.post(FEEDBACK_API_ENDPOINT, headers=headers, json=data)
+        response = requests.post(QUESTION_RELATED_FEEDBACK_API_ENDPOINT, headers=headers, json=data)
         
         if response.status_code == 200:
             return response.text
@@ -250,7 +251,7 @@ def create_demo():
             if conversation_mode == 'Interviewer':
                 current_turns += 1
                 updated_label = f"Conversation turns: {current_turns}"
-                feedback = remove_html_tags(feedback_api_call(clean_question, message, feedback_type.lower())).strip()
+                feedback = remove_html_tags(question_related_feedback_api_call(chat_memory['messages'][:-1], feedback_type.lower())).strip()
             else:
                 updated_label = "Multimodal Coach Agent"
                 feedback = ""