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MixtureOfMedicalExperts

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awacke1 commited on Dec 12, 2023

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1 Parent(s): baca0ed

Create backup.app.py

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+import streamlit as st
+import streamlit.components.v1 as components
+# Function to generate HTML with textarea
+def generate_html_with_textarea(text_to_speak):
+    return f'''
+    <!DOCTYPE html>
+    <html>
+    <head>
+        <title>Read It Aloud</title>
+        <script type="text/javascript">
+            function readAloud() {{
+                const text = document.getElementById("textArea").value;
+                const speech = new SpeechSynthesisUtterance(text);
+                window.speechSynthesis.speak(speech);
+            }}
+        </script>
+    </head>
+    <body>
+        <h1>🔊 Read It Aloud</h1>
+        <textarea id="textArea" rows="10" cols="80">{text_to_speak}</textarea>
+        <br>
+        <button onclick="readAloud()">🔊 Read Aloud</button>
+    </body>
+    </html>
+    '''
+def triage_checkin():
+    st.write("### Triage and Check-in Expert 🚑")
+    for i in range(1, 4):
+        st.text_input(f"Question {i} for Triage")
+    #List 10 responsibilities with emojis for experience needed to do:  Triage and Check-in Expert
+    text_to_speak = """
+As a triage and check-in expert, you will be responsible for ensuring that patients are properly assessed and checked in for their appointments. This involves a range of tasks, including:
+1. 📊 Assessing patient symptoms and medical history to determine the appropriate triage category (e.g. emergency, urgent, routine) and assigning a triage score.
+2. 📈 Entering patient information into the electronic medical record (EMR) and updating it as necessary.
+3. 📝 Verifying patient insurance information and ensuring that it is up-to-date.
+4. 📞 Contacting patients to confirm appointments and provide reminders.
+5. 🔒 Securing patient information and maintaining confidentiality.
+6. 📈 Monitoring patient flow and identifying areas for improvement in the check-in process.
+7. 💡 Providing excellent customer service and resolving any issues that may arise.
+8. 📊 Maintaining accurate and up-to-date records of patient encounters.
+9. 📊 Participating in quality improvement initiatives to improve the efficiency and effectiveness of the triage and check-in process.
+10. 📝 Collaborating with other healthcare professionals to ensure smooth patient flow and coordination of care.
+        """
+    html5=generate_html_with_textarea(text_to_speak)
+    components.html(html5, width=1280, height=1024)
+def lab_analyst():
+    st.write("### Lab Analyst 🧪")
+    for i in range(1, 4):
+        st.text_input(f"Question {i} for Lab Analysis")
+    #List 10 responsibilities with emojis for experience needed to do:
+    text_to_speak = """
+Lab Analysts play a crucial role in the scientific analysis of samples. Responsibilities will include:
+1. 🔬 Conducting complex tests and experiments on various samples.
+2. 📊 Analyzing and interpreting data to make informed decisions.
+3. 🧪 Preparing reagents and samples for testing.
+4. 💻 Utilizing specialized laboratory software for data entry and analysis.
+5. 📚 Keeping abreast of latest industry developments and scientific literature.
+6. 📈 Maintaining and calibrating lab equipment to ensure accuracy.
+7. 📋 Following stringent safety and quality control procedures.
+8. 🤝 Collaborating with fellow scientists and researchers.
+9. 📝 Preparing detailed reports on findings and recommendations.
+10. 🎓 Staying updated with continuing education in the field.
+        """
+    html5=generate_html_with_textarea(text_to_speak)
+    components.html(html5, width=1280, height=1024)
+def medicine_specialist():
+    st.write("### Medicine Specialist 💊")
+    for i in range(1, 4):
+        st.text_input(f"Question {i} for Medicine")
+    #List 10 responsibilities with emojis for experience needed to do:
+    text_to_speak = """
+As a Medicine Specialist, your role is pivotal in providing expert medical care. Your responsibilities include:
+1. 🩺 Diagnosing and treating complex medical conditions.
+2. 🧑‍⚕️ Providing specialized patient care and management.
+3. 💊 Prescribing medications and monitoring their effects.
+4. 📋 Conducting thorough patient assessments and medical histories.
+5. 🤝 Collaborating with other healthcare professionals for comprehensive patient care.
+6. 📚 Keeping up-to-date with advancements in medical treatments and technologies.
+7. 📈 Developing treatment plans based on up-to-date medical knowledge.
+8. 🗣️ Communicating effectively with patients and their families about medical conditions and treatment plans.
+9. 📝 Documenting all patient care and interactions accurately.
+10. 🧑‍🏫 Educating patients about disease prevention and health maintenance.
+"""
+    html5=generate_html_with_textarea(text_to_speak)
+    components.html(html5, width=1280, height=1024)
+def service_expert():
+    st.write("### Service Expert 💲")
+    for i in range(1, 4):
+        st.text_input(f"Question {i} for Service")
+    #List 10 responsibilities with emojis for experience needed to do:
+    text_to_speak = """
+As a Service Expert 💲, your role is critical in ensuring customer satisfaction and maintaining service quality. Your responsibilities include:
+1. 💲 Providing expert advice on products and services to customers.
+2. 🤝 Building and maintaining strong customer relationships.
+3. 📊 Analyzing customer feedback to improve service quality.
+4. 📈 Developing strategies to increase customer satisfaction.
+5. 📋 Managing customer inquiries and resolving issues efficiently.
+6. 🎓 Staying informed about new products and services.
+7. 💼 Collaborating with the sales team to meet customer needs.
+8. 🛠️ Ensuring compliance with service standards and policies.
+9. 📝 Documenting customer interactions and transactions.
+10. 🚀 Leading by example and setting high standards for customer service.
+"""
+    html5=generate_html_with_textarea(text_to_speak)
+    components.html(html5, width=1280, height=1024)
+def care_expert():
+    st.write("### Level of Care Expert 🏥")
+    for i in range(1, 4):
+        st.text_input(f"Question {i} for Level of Care")
+    #List 10 responsibilities with emojis for experience needed to do:
+    text_to_speak = """
+As a Level of Care Expert 🏥, your role is essential in determining the appropriate level of care for patients. Your responsibilities include:
+1. 🏥 Evaluating patient conditions and needs to determine the suitable level of care.
+2. 📋 Developing and updating care plans in collaboration with healthcare teams.
+3. 💬 Communicating effectively with patients and their families about care decisions.
+4. 📊 Analyzing patient data to ensure optimal care delivery.
+5. 🤝 Coordinating with various healthcare professionals to provide integrated care.
+6. 📚 Staying informed about the latest healthcare policies and regulations.
+7. 🛠️ Identifying opportunities for improving care processes and patient outcomes.
+8. 📈 Monitoring and reporting on care quality metrics.
+9. 🎓 Participating in educational programs to enhance professional knowledge.
+10. 💡 Providing guidance and training to staff on care standards and practices.
+"""
+    html5=generate_html_with_textarea(text_to_speak)
+    components.html(html5, width=1280, height=1024)
+def terminology_expert():
+    st.write("### Terminology Expert 📚")
+    for i in range(1, 4):
+        st.text_input(f"Question {i} for Terminology")
+    #List 10 responsibilities with emojis for experience needed to do:
+    text_to_speak = """
+As a Terminology Expert in Medical and Behavioral Health Care, your role involves a deep understanding of medical terminology and its application. Your responsibilities include:
+1. 🧠 Mastering complex medical and behavioral health terminologies.
+2. 📚 Keeping up-to-date with the latest developments in medical language.
+3. 🖋️ Assisting in the creation and review of medical documentation for accuracy.
+4. 🤝 Collaborating with healthcare professionals to ensure consistent use of terminology.
+5. 💡 Providing training and support to staff on medical terminology.
+6. 📈 Analyzing and interpreting medical records for quality assurance.
+7. 🛠️ Developing resources and tools to aid in the understanding of medical terms.
+8. 📋 Standardizing terminology usage across various healthcare departments.
+9. 📊 Conducting research to expand the knowledge base of medical and behavioral health terms.
+10. 🗣️ Acting as a consultant for terminology-related inquiries and issues.
+"""
+    html5=generate_html_with_textarea(text_to_speak)
+    components.html(html5, width=1280, height=1024)
+def cmo():
+    st.write("### Chief Medical Officer 🩺")
+    for i in range(1, 4):
+        st.text_input(f"Question {i} for CMO")
+    #List 10 responsibilities with emojis for experience needed to do:
+    text_to_speak = """
+As a Chief Medical Officer (CMO) 🩺, you hold a crucial leadership position in the healthcare system. Your responsibilities include:
+1. 🩺 Overseeing the delivery of medical care across the organization.
+2. 📊 Developing and implementing healthcare strategies and policies.
+3. 💼 Leading clinical teams and ensuring the highest standards of patient care.
+4. 🤝 Collaborating with other executives to align clinical and organizational goals.
+5. 📚 Staying informed about the latest healthcare trends and advancements.
+6. 📈 Ensuring compliance with healthcare laws, regulations, and standards.
+7. 🗣️ Representing the medical staff in executive decision-making.
+8. 📋 Overseeing medical research and education programs.
+9. 🔍 Monitoring and improving the quality of healthcare services.
+10. 🧑‍⚕️ Mentoring and developing healthcare professionals.
+"""
+    html5=generate_html_with_textarea(text_to_speak)
+    components.html(html5, width=1280, height=1024)
+def medical_director():
+    st.write("### Medical Director Team 🏢")
+    for i in range(1, 4):
+        st.text_input(f"Question {i} for Medical Director")
+    #List 10 responsibilities with emojis for experience needed to do:
+    text_to_speak = """
+As part of the Medical Director Team 🏢, you play a pivotal role in shaping the healthcare services of the organization. Your responsibilities include:
+1. 🏢 Leading and overseeing the medical department within the organization.
+2. 📊 Developing strategies to enhance patient care and healthcare services.
+3. 🤝 Collaborating with other departments to integrate medical services with overall organizational goals.
+4. 💼 Managing clinical staff, including hiring, training, and performance evaluations.
+5. 📚 Keeping abreast of the latest medical research and advancements to inform practice and policy.
+6. 📈 Monitoring and improving the quality and efficiency of medical services.
+7. 🗣️ Acting as a liaison between the medical staff and executive management.
+8. 📋 Ensuring compliance with healthcare regulations and standards.
+9. 🔍 Conducting regular reviews of clinical procedures and outcomes.
+10. 🧑‍⚕️ Providing mentorship and leadership to medical professionals within the team.
+"""
+    html5=generate_html_with_textarea(text_to_speak)
+    components.html(html5, width=1280, height=1024)
+def main():
+    st.title("10🎓MoE🚑Medical Mixture of Experts Model")
+    st.write("Harness the power of AI with this specialized healthcare framework! 🎉")
+    st.write("#### In LLM Multi System Agents, we define a set of eight roles for achieving a mission, then benchmark performance across LLMs to find datasets with need alignment.")
+    st.markdown("#### MTBench: https://huggingface.co/spaces/awacke1/MTBenchmarkForChatGPTMetricsScoring")
+    role = st.selectbox("Select AI Role:", [
+        "Triage and Check-in Expert",
+        "Lab Analyst",
+        "Medicine Specialist",
+        "Service Expert",
+        "Level of Care Expert",
+        "Terminology Expert",
+        "Chief Medical Officer",
+        "Medical Director Team"
+    ])
+    if role == "Triage and Check-in Expert":
+        triage_checkin()
+    elif role == "Lab Analyst":
+        lab_analyst()
+    elif role == "Medicine Specialist":
+        medicine_specialist()
+    elif role == "Service Expert":
+        service_expert()
+    elif role == "Level of Care Expert":
+        care_expert()
+    elif role == "Terminology Expert":
+        terminology_expert()
+    elif role == "Chief Medical Officer":
+        cmo()
+    elif role == "Medical Director Team":
+        medical_director()
+    # Define Roles and their Descriptions
+    roles = {
+        "1. Coder": "💻 Creates short python code functions to solve tasks.",
+        "2. Humanities Expert": "📚 Focuses on arts, literature, history, and other humanities subjects.",
+        "3. Analyst": "🤔 Analyzes situations and provides logical solutions.",
+        "4. Roleplay Expert": "🎭 Specialized in mimicking behaviors or characters.",
+        "5. Mathematician": "➗ Solves mathematical problems with precision.",
+        "6. STEM Expert": "🔬 Specialized in Science, Technology, Engineering, and Mathematics tasks.",
+        "7. Extraction Expert": "🔍 Strictly sticks to facts and extracts concise information.",
+        "8. Drafter": "📝 Exhibits expertise in generating textual content and narratives.",
+    }
+    # Streamlit UI
+    st.title("AI Role Selector - CHARMSED 🤖✨")
+    st.markdown("""
+    ### Harness the power of AI with the CHARMSED framework.
+    #### This suite of roles brings together a comprehensive set of AI capabilities, tailored for diverse tasks:
+    - **C**oder 💻: Craft pythonic solutions with precision.
+    - **H**umanities Expert 📚: Dive deep into arts, literature, and history.
+    - **A**nalyst 🤔: Derive insights through logical reasoning.
+    - **R**oleplay Expert 🎭: Mimic behaviors or adopt personas for engaging interactions.
+    - **M**athematician ➗: Crunch numbers and solve mathematical enigmas.
+    - **S**TEM Expert 🔬: Navigate through the realms of Science, Technology, Engineering, and Mathematics.
+    - **E**xtraction Expert 🔍: Extract concise information with a laser-focus.
+    - **D**rafter 📝: Generate textual content and narratives with flair.
+    Empower your tasks with the perfect AI role and unleash the magic of CHARMSED!
+    """)
+    # Dropdown to select role
+    selected_role = st.selectbox("Select AI Role:", list(roles.keys()))
+    # Display the description of the selected role
+    st.write(roles[selected_role])
+    # Switch to choose between two models
+    model = st.radio("Choose Model:", ["model_1", "model_2"])
+    # Text area for user input
+    user_input = st.text_area("Provide your task/question:")
+    # Button to execute
+    if st.button("Execute"):
+        # Here, you would add code to get the AI response based on the selected role and model.
+        # For now, just echoing the user input.
+        st.write(f"You said: {user_input}")
+if __name__ == "__main__":
+    main()