Spaces:

awacke1
/

MixtureOfMedicalExperts

Runtime error

App Files Files Community

MixtureOfMedicalExperts / app.py

awacke1

Update app.py

baca0ed over 1 year ago

raw

history blame contribute delete

15.1 kB

	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:
	- Coder 💻: Craft pythonic solutions with precision.
	- Humanities Expert 📚: Dive deep into arts, literature, and history.
	- Analyst 🤔: Derive insights through logical reasoning.
	- Roleplay Expert 🎭: Mimic behaviors or adopt personas for engaging interactions.
	- Mathematician ➗: Crunch numbers and solve mathematical enigmas.
	- STEM Expert 🔬: Navigate through the realms of Science, Technology, Engineering, and Mathematics.
	- Extraction Expert 🔍: Extract concise information with a laser-focus.
	- Drafter 📝: 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()