Update app.py

app.py

@@ -2,416 +2,111 @@ import streamlit as st
 
 # Set the page configuration to use the full width of the screen
 st.set_page_config(layout="wide")
+st.markdown("""
 
-# Define the letter types and their corresponding definitions and fields
-letter_types = {
-    "Referral Letters": {
-        "Definition": "Letters asking for more help or treatment",
-        "Fields": ["Patient info", "Referral details"]
-    },
-    "Medical Certificate Letters": {
-        "Definition": "Letters about a patient's health problem or limits",
-        "Fields": ["Patient info", "Health problem details"]
-    },
-    "Prescription Letters": {
-        "Definition": "Letters allowing medicine",
-        "Fields": ["Patient info", "Medicine details"]
-    },
-    "Diagnosis Letters": {
-        "Definition": "Letters explaining a patient's health problem",
-        "Fields": ["Patient info", "Health problem details"]
-    },
-    "Treatment Plan Letters": {
-        "Definition": "Letters with a plan for getting better",
-        "Fields": ["Patient info", "Treatment details"]
-    },
-    "Surgery Recommendation Letters": {
-        "Definition": "Letters saying a patient needs surgery",
-        "Fields": ["Patient info", "Surgery details"]
-    },
-    "Medical Clearance Letters": {
-        "Definition": "Letters saying a patient can do activities",
-        "Fields": ["Patient info", "Activity details"]
-    },
-    "Follow-up Appointment Letters": {
-        "Definition": "Letters reminding about appointments",
-        "Fields": ["Patient info", "Appointment details"]
-    },
-    "Disability Support Letters": {
-        "Definition": "Letters about a patient's disability",
-        "Fields": ["Patient info", "Disability details"]
-    },
-    "Health Education Letters": {
-        "Definition": "Letters teaching about health",
-        "Fields": ["Patient info", "Education topic"]
-    }
-}
-
-# Streamlit UI
-st.title("AI Letter Generation")
-
-# User selects the letter type
-selected_letter_type = st.selectbox("Select Letter Type", list(letter_types.keys()))
-
-# Display the definition and fields for the selected letter type
-st.write("Definition:", letter_types[selected_letter_type]["Definition"])
-st.write("Fields Usually Needed:")
-for field in letter_types[selected_letter_type]["Fields"]:
-    st.button(field)
-
-
-def generate_referral_letters_ui():
-    st.title("🤝 Referral Letters")
-
-    # Create columns for layout
-    col1, col2 = st.columns([3, 1])  # Adjust the ratio of column widths as needed
-
-    # Search-style text box
-    with col2:
-        search_query = st.text_input("Search Referral Letters")
-
-    # Buttons with emojis and boldface text
-    st.button("📝 **First**")
-    st.button("📝 **Middle**")
-    st.button("📝 **Last**")
-
-    # Text areas with default values based on letter examples
-    first_default = "Urgent need for further diagnostic testing for Mrs. Smith, who has persistent stomach issues\n" \
-                    "Request for an audiological assessment for Mr. Johnson, aged 60"
-    middle_default = "The patient has symptoms that suggest a more comprehensive review is required\n" \
-                     "The patient’s issue requires specialized care beyond the scope of the referring physician"
-    last_default = "Patient demographics, Referral details\n" \
-                   "Diagnostic test reports, Medication details"
-
-    with col2:
-        first_text = st.text_area("First: State the request for consultation/treatment", value=first_default, max_chars=None, height=None)
-        middle_text = st.text_area("Middle: Explain the reason for referral", value=middle_default, max_chars=None, height=None)
-        last_text = st.text_area("Last: Provide patient info needed for the referred service", value=last_default, max_chars=None, height=None)
-
-    # Username field with an emoji
-    with col2:
-        username = st.text_input("👤 Username")
-
-# Run the Streamlit UI function
-# generate_referral_letters_ui()
-
-
-
-def generate_medical_certificate_letters_ui():
-    st.title("📜 Medical Certificate Letters")
-
-    # Search-style text box
-    search_query = st.text_input("Search Medical Certificate Letters")
-
-    # Buttons with emojis and boldface text
-    st.button("📝 **First**")
-    st.button("📝 **Middle**")
-    st.button("📝 **Last**")
-
-    # Text areas with default values based on letter examples
-    first_default = "To certify Mr. Brown’s condition and advise on work restrictions\n" \
-                    "To certify Ms. Lee’s health status for her impending travel."
-    middle_default = "Mr. Brown has suffered from a heart attack and is under medication\n" \
-                     "Ms. Lee has a chronic back pain condition that requires special accommodations during her travel"
-    last_default = "No driving should be allowed for 6 months\n" \
-                   "Ms. Lee must have an aisle seat and use cushions for lumbar support"
-
-    first_text = st.text_area("First: State the reason for certification", value=first_default, max_chars=None, height=None)
-    middle_text = st.text_area("Middle: Explain the patient’s medical condition", value=middle_default, max_chars=None, height=None)
-    last_text = st.text_area("Last: Outline any necessary work/travel adjustments", value=last_default, max_chars=None, height=None)
-
-    # Username field with an emoji
-    username = st.text_input("👤 Username")
-
-
-def generate_prescription_letters_ui():
-    st.title("💊 Prescription Letters")
-
-    # Search-style text box
-    search_query = st.text_input("Search Prescription Letters")
-
-    # Buttons with emojis and boldface text
-    st.button("📝 **First**")
-    st.button("📝 **Middle**")
-    st.button("📝 **Last**")
 
-    # Text areas with default values based on letter examples
-    first_default = "Request for prescription for Mr. Clarke\n" \
-                    "Prescription authorization for Mrs. Davis"
-    middle_default = "Mr. Clarke requires medication for hypertension - Lisinopril 10mg BD with food\n" \
-                     "Mrs. Davis is required to take two 500mg penicillin V tablets every 6 hours"
-    last_default = "Medication details, allergies and any known side effects"
+## Content for Letter Generator AI UI UX
 
-    first_text = st.text_area("First: Introduce prescription request", value=first_default, max_chars=None, height=None)
-    middle_text = st.text_area("Middle: List dosage and frequency of medication", value=middle_default, max_chars=None, height=None)
-    last_text = st.text_area("Last: Provide medication details", value=last_default, max_chars=None, height=None)
+| 🏥 **Letter Type**      | 📝 **Definition**                         | 📋 **Fields Usually Needed** |
+|-----------------------|-----------------------------------------|-----------------------------|
+| 1️⃣ Referral Letters     | 🤝 Letters asking for more help or treatment | 📄 Patient info, Referral details   |
+| 2️⃣ Medical Certificate Letters | 💼 Letters about a patient's health problem or limits | 📄 Patient info, Health problem details |
+| 3️⃣ Prescription Letters   | 💊 Letters allowing medicine          | 📄 Patient info, Medicine details    |
+| 4️⃣ Diagnosis Letters     | 🔎 Letters explaining a patient's health problem | 📄 Patient info, Health problem details  |
+| 5️⃣ Treatment Plan Letters | 🚑 Letters with a plan for getting better | 📄 Patient info, Treatment details    |
+| 6️⃣ Surgery Recommendation Letters | 🏥 Letters saying a patient needs surgery | 📄 Patient info, Surgery details  |
+| 7️⃣ Medical Clearance Letters | 🏃 Letters saying a patient can do activities | 📄 Patient info, Activity details  |
+| 8️⃣ Follow-up Appointment Letters | 📅 Letters reminding about appointments | 📄 Patient info, Appointment details |
+| 9️⃣ Disability Support Letters | ♿ Letters about a patient's disability | 📄 Patient info, Disability details |
+| 🔟 Health Education Letters | 🍎 Letters teaching about health     | 📄 Patient info, Education topic  |
 
-    # Username field with an emoji
-    username = st.text_input("👤 Username")
 
-def generate_diagnosis_letters_ui():
-    st.title("🔬 Diagnosis Letters")
+### 🤝 Referral Letters
 
-    # Search-style text box
-    search_query = st.text_input("Search Diagnosis Letters")
+| **Referral Letter** | 📝 **First** | 📝 **Middle** | 📝 **Last** |
+|---------------------|------------------------------------|---------------------------------------|--------------------------------------|
+| 📨 State the request for consultation/treatment | - Urgent need for further diagnostic testing for Mrs. Smith, who has persistent stomach issues 🤢 | - The patient has symptoms that suggest a more comprehensive review is required 🔍 | - Patient demographics, Referral details 🗂️ |
+|                     | - Request for an audiological assessment for Mr. Johnson, aged 60 👂 | - The patient's issue requires specialized care beyond the scope of the referring physician 👩‍⚕️ | - Diagnostic test reports, Medication details 💊 |
 
-    # Buttons with emojis and boldface text
-    st.button("📝 **First**")
-    st.button("📝 **Middle**")
-    st.button("📝 **Last**")
+### 📜 Medical Certificate Letters
 
-    # Text areas with default values based on letter examples
-    first_default = "The results of Mr. Thompson’s chest x-ray reveal Pneumonia\n" \
-                    "The blood test results indicate that Mrs. Jones has Type 2 diabetes"
-    middle_default = "Mr. Thompson has a bacterial infection that requires antibiotic treatment\n" \
-                     "Mrs. Jones has a lifelong condition that requires medication, dietary adjustments, and lifestyle changes."
-    last_default = "Recommend follow-up visits for monitoring and periodic testing\n" \
-                   "Refer patients to the relevant healthcare specialist"
+| **Medical Certificate Letter** | 📝 **First** | 📝 **Middle** | 📝 **Last** |
+|--------------------------------|------------------------------------|---------------------------------------|--------------------------------------|
+| 📨 State the reason for certification | - To certify Mr. Brown's condition and advise on work restrictions 💼 | - Mr. Brown has suffered from a heart attack and is under medication 💔💊 | - No driving should be allowed for 6 months 🚫🚗 |
+|                                  | - To certify Ms. Lee's health status for her impending travel ✈️ | - Ms. Lee has a chronic back pain condition that requires special accommodations during her travel 🚶‍♀️ | - Ms. Lee must have an aisle seat and use cushions for lumbar support 🛋️ |
 
-    first_text = st.text_area("First: State the diagnosis", value=first_default, max_chars=None, height=None)
-    middle_text = st.text_area("Middle: Explain the diagnosis details", value=middle_default, max_chars=None, height=None)
-    last_text = st.text_area("Last: Provide any necessary follow-up recommendations", value=last_default, max_chars=None, height=None)
 
-    # Username field with an emoji
-    username = st.text_input("👤 Username")
+### 💊 Prescription Letters
 
-def generate_prescription_letters_ui():
-    st.title("💊 Prescription Letters")
+| **Prescription Letter** | 📝 **First** | 📝 **Middle** | 📝 **Last** |
+|-------------------------|------------------------------------|---------------------------------------|--------------------------------------|
+| 📨 Introduce prescription request | - Request for prescription for Mr. Clarke 💊 | - Mr. Clarke requires medication for hypertension - Lisinopril 10mg BD with food 🩺 | - Medication details, allergies and any known side effects 🚫 |
+|                         | - Prescription authorization for Mrs. Davis 💊 | - Mrs. Davis is required to take two 500mg penicillin V tablets every 6 hours 🩺 | - Medication details, allergies and any known side effects 🚫 |
 
-    # Search-style text box
-    search_query = st.text_input("Search Prescription Letters")
 
-    # Buttons with emojis and boldface text
-    st.button("📝 **First**")
-    st.button("📝 **Middle**")
-    st.button("📝 **Last**")
+### 🔬 Diagnosis Letters
 
-    # Text areas with default values based on letter examples
-    first_default = "Request for prescription for Mr. Clarke\n" \
-                    "Prescription authorization for Mrs. Davis"
-    middle_default = "Mr. Clarke requires medication for hypertension - Lisinopril 10mg BD with food\n" \
-                     "Mrs. Davis is required to take two 500mg penicillin V tablets every 6 hours"
-    last_default = "Medication details, allergies and any known side effects"
+| **Diagnosis Letter** | 📝 **First** | 📝 **Middle** | 📝 **Last** |
+|----------------------|------------------------------------|---------------------------------------|--------------------------------------|
+| 📨 State the diagnosis | - The results of Mr. Thompson's chest x-ray reveal Pneumonia 😷 | - Mr. Thompson has a bacterial infection that requires antibiotic treatment 💊 | - Recommend follow-up visits for monitoring and periodic testing 📆 |
+|                      | - The blood test results indicate that Mrs. Jones has Type 2 diabetes 🩸 | - Mrs. Jones has a lifelong condition that requires medication, dietary adjustments, and lifestyle changes 🍽️🏃‍♀️ | - Refer patients to the relevant healthcare specialist 👩‍⚕️ |
 
-    first_text = st.text_area("First: Introduce prescription request", value=first_default, max_chars=None, height=None)
-    middle_text = st.text_area("Middle: List dosage and frequency of medication", value=middle_default, max_chars=None, height=None)
-    last_text = st.text_area("Last: Provide medication details", value=last_default, max_chars=None, height=None)
-
-    # Username field with an emoji
-    username = st.text_input("👤 Username")
 
+### 🩹 Treatment Plan Letters
 
+| **Treatment Plan Letter** | 📝 **First** | 📝 **Middle** | 📝 **Last** |
+|---------------------------|------------------------------------|---------------------------------------|--------------------------------------|
+| 📨 Introduce treatment plan | - Outline treatment and testing plan for Mr. Smith 📋 | - Mr. Smith's treatment will involve IV medication and chest x-ray 💉📸 | - Recommend follow-up visits for monitoring and periodic testing 📆 |
+|                           | - Suggest handling chronic asthma for Mrs. White 📋 | - Mrs. White's asthma management plan requires frequent use of recommended inhaler and daily monitoring 🌬️📊 | - Provide contact information in case of any emergencies ☎️ |
 
-def generate_treatment_plan_letters_ui():
-    st.title("🩹 Treatment Plan Letters")
-
-    # Search-style text box
-    search_query = st.text_input("Search Treatment Plan Letters")
 
-    # Buttons with emojis and boldface text
-    st.button("📝 **First**")
-    st.button("📝 **Middle**")
-    st.button("📝 **Last**")
+### 🏥 Surgery Recommendation Letters
 
-    # Text areas with default values based on letter examples
-    first_default = "Outline treatment and testing plan for Mr.Smith\n" \
-                    "Suggest handling chronic asthma for Mrs.White"
-    middle_default = "Mr. Smith’s treatment will involve IV medication and chest x-ray\n" \
-                     "Mrs. White’s asthma management plan requires frequent use of recommended inhaler and daily monitoring"
-    last_default = "Recommend follow-up visits for monitoring and periodic testing\n" \
-                   "Provide contact information in case of any emergencies"
+| **Surgery Recommendation Letter** | 📝 **First** | 📝 **Middle** | 📝 **Last** |
+|-----------------------------------|------------------------------------|---------------------------------------|--------------------------------------|
+| 📨 Introduce surgical procedure | - Recommend endoscopy procedure for Mr. Baker 🔬 | - Mr. Baker needs endoscopy for the diagnosis of GI tract abnormalities 🫁 | - Suggest to take extra measures regarding allergies or post-procedural appointments 🚫⚕️ |
+|                                 | - Recommend an angiography for Mrs. Taylor 💓 | - Mrs. Taylor needs angiography to locate any arterial blockages 🩺 | - Provide details on necessary pre and post-hospitalization guidance 🏥 |
 
-    first_text = st.text_area("First: Introduce treatment plan", value=first_default, max_chars=None, height=None)
-    middle_text = st.text_area("Middle: Explain treatment plan specifics", value=middle_default, max_chars=None, height=None)
-    last_text = st.text_area("Last: Detail any follow-up needed", value=last_default, max_chars=None, height=None)
 
-    # Username field with an emoji
-    username = st.text_input("👤 Username")
+### 🤝 Referral Letters
 
+| **Referral Letter** | 📝 **First** | 📝 **Middle** | 📝 **Last** |
+|---------------------|------------------------------------|---------------------------------------|--------------------------------------|
+| 📨 State the request for consultation/treatment | - Urgent need for further diagnostic testing for Mrs. Smith, who has persistent stomach issues 🤢 | - The patient has symptoms that suggest a more comprehensive review is required 🔍 | - Patient demographics, Referral details 🗂️ |
+|                     | - Request for an audiological assessment for Mr. Johnson, aged 60 👂 | - The patient's issue requires specialized care beyond the scope of the referring physician 👩‍⚕️ | - Diagnostic test reports, Medication details 💊 |
 
-def generate_medical_clearance_letters_ui():
-    st.title("🏃‍♂️ Medical Clearance Letters")
 
-    # Search-style text box
-    search_query = st.text_input("Search Medical Clearance Letters")
+### 🏃‍♂️ Medical Clearance Letters
 
-    # Buttons with emojis and boldface text
-    st.button("📝 **First**")
-    st.button("📝 **Middle**")
-    st.button("📝 **Last**")
+| **Medical Clearance Letters** | 📝 **First** | 📝 **Middle** | 📝 **Last** |
+|-------------------------------|------------------------------------|---------------------------------------|--------------------------------------|
+| 📨 State clearance conditions | - Allow Mrs. Anderson to safely participate in a marathon 🏃‍♀️ | - The patient has been tested and has no chronic medical conditions or injuries 🚫🩺 | - Encourage gradual progression and cautious approach to intense activity 📈 |
+|                               | - Clear Mr. White to begin strength training 💪 | - The patient's prior conditions are monitored, and it is advised to begin any physical activity or routine 🏋️‍♂️ | - List exercises that should be avoided, for instance, weightlifting for an individual with a heart condition 🚫❤️ |
 
-    # Text areas with default values based on letter examples
-    first_default = "Allow Mrs. Anderson to safely participate in a marathon\n" \
-                    "Clear Mr. White to begin strength training"
-    middle_default = "The patient has been tested and has no chronic medical conditions or injuries\n" \
-                     "The patient’s prior conditions are monitored, and it is advised to begin any physical activity or routine"
-    last_default = "Encourage gradual progression and cautious approach to intense activity\n" \
-                   "List exercises that should be avoided, for instance, weightlifting for an individual with a heart condition"
 
-    first_text = st.text_area("First: State clearance conditions", value=first_default, max_chars=None, height=None)
-    middle_text = st.text_area("Middle: Explain clearance Details", value=middle_default, max_chars=None, height=None)
-    last_text = st.text_area("Last: Provide guidance on physical activity", value=last_default, max_chars=None, height=None)
+### 📅 Follow-up Appointment Letters
 
-    # Username field with an emoji
-    username = st.text_input("👤 Username")
-    
-
-def generate_surgery_recommendation_letters_ui():
-    st.title("🏥 Surgery Recommendation Letters")
+| **Follow-up Appointment Letters** | 📝 **First** | 📝 **Middle** | 📝 **Last** |
+|-----------------------------------|------------------------------------|---------------------------------------|--------------------------------------|
+| 📨 Remind of the appointment     | - This is a reminder for Mrs. Rodriguez's appointment on Friday, 17th September, at 11:00 am 📆 | - Review the date, time, and location of appointment 📍 | - Provide contact information and phone numbers in case of schedule change or emergency ☎️ |
+|                                   | - This letter is to confirm Mr. Johnson's appointment on Monday, 20th September, at 1:00 pm 📆 | - Detail any necessary preparations for the appointment ⚙️ | - Encourage to reach out if an appointment must be canceled, or if there are any questions or concerns ✉️ |
 
-    # Search-style text box
-    search_query = st.text_input("Search Surgery Recommendation Letters")
-
-    # Buttons with emojis and boldface text
-    st.button("📝 **First**")
-    st.button("📝 **Middle**")
-    st.button("📝 **Last**")
+### ♿ Disability Support Letters
 
-    # Text areas with default values based on letter examples
-    first_default = "Recommend endoscopy procedure for Mr.Baker\n" \
-                    "Recommend an angiography for Mrs.Taylor"
-    middle_default = "Mr. Baker needs endoscopy for the diagnosis of GI tract abnormalities\n" \
-                     "Mrs. Taylor needs angiography to locate any arterial blockages"
-    last_default = "Suggest to take extra measures regarding allergies or post-procedural appointments\n" \
-                   "Provide details on necessary pre and post-hospitalization guidance"
+| **Disability Support Letters** | 📝 **First** | 📝 **Middle** | 📝 **Last** |
+|--------------------------------|------------------------------------|---------------------------------------|--------------------------------------|
+| 📨 State the purpose of the letter | - The purpose of this letter is to validate Mr. Williams' disability so that he can receive disability benefits ♿ | - Detail the patient's physical or cognitive condition and how it affects their daily life 🧠 | - Outline the assistive equipment or technology necessary for the patient 🛠️ |
+|                                  | - The purpose of this letter is to document Ms. Radcliff's disability to request special accommodations at work ♿ | - Explain the cause of the patient's condition and duration of symptoms ⏳ | - Describe the special consideration or modifications required 📝 |
 
-    first_text = st.text_area("First: Introduce surgical procedure", value=first_default, max_chars=None, height=None)
-    middle_text = st.text_area("Middle: Explain surgical procedure specifics", value=middle_default, max_chars=None, height=None)
-    last_text = st.text_area("Last: Detail any adjustment needed before/after surgery", value=last_default, max_chars=None, height=None)
-
-    # Username field with an emoji
-    username = st.text_input("👤 Username")
-
-
-def generate_follow_up_appointment_letters_ui():
-    st.title("📅 Follow-up Appointment Letters")
-
-    # Search-style text box
-    search_query = st.text_input("Search Follow-up Appointment Letters")
-
-    # Buttons with emojis and boldface text
-    st.button("📝 **First**")
-    st.button("📝 **Middle**")
-    st.button("📝 **Last**")
-
-    # Text areas with default values based on letter examples
-    first_default = "This is a reminder for Mrs. Rodriguez’s appointment on Friday, 17th September, at 11:00 am\n" \
-                    "This letter is to confirm Mr. Johnson’s appointment on Monday, 20th September, at 1:00 pm"
-    middle_default = "Review the date, time, and location of appointment\n" \
-                     "Detail any necessary preparations for the appointment"
-    last_default = "Provide contact information and phone numbers in case of schedule change or emergency\n" \
-                   "Encourage to reach out if an appointment must be canceled, or if there are any questions or concerns"
-
-    first_text = st.text_area("First: Remind of the appointment", value=first_default, max_chars=None, height=None)
-    middle_text = st.text_area("Middle: Confirm appointment details", value=middle_default, max_chars=None, height=None)
-    last_text = st.text_area("Last: Provide contact details", value=last_default, max_chars=None, height=None)
-
-    # Username field with an emoji
-    username = st.text_input("👤 Username")
-
-# Run the Streamlit UI function
-generate_follow_up_appointment_letters_ui()
-
-
-def generate_health_education_letters_ui():
-    st.title("🍎 Health Education Letters")
-
-    # Search-style text box
-    search_query = st.text_input("Search Health Education Letters")
-
-    # Buttons with emojis and boldface text
-    st.button("📝 **First**")
-    st.button("📝 **Middle**")
-    st.button("📝 **Last**")
-
-    # Text areas with default values based on letter examples
-    first_default = "This letter is to provide Ms. Prince with information on healthy eating habits\n" \
-                    "This letter offers suggestions for stress management to Mr. Martin"
-    middle_default = "Outline the benefits of specific health practices for overall health\n" \
-                     "Detail steps that can be taken to manage specific health conditions properly"
-    last_default = "Provide handouts, online resources, or any relevant materials to supplement the information\n" \
-                   "Encourage patients to schedule follow-up appointments to discuss any questions or concerns."
-
-    first_text = st.text_area("First: Introduce the health education topic", value=first_default, max_chars=None, height=None)
-    middle_text = st.text_area("Middle: Explain the recommended practices", value=middle_default, max_chars=None, height=None)
-    last_text = st.text_area("Last: Provide Resources", value=last_default, max_chars=None, height=None)
-
-    # Username field with an emoji
-    username = st.text_input("👤 Username")
-    
-
-def generate_disability_support_letters_ui():
-    st.title("♿ Disability Support Letters")
-
-    # Search-style text box
-    search_query = st.text_input("Search Disability Support Letters")
-
-    # Buttons with emojis and boldface text
-    st.button("📝 **First**")
-    st.button("📝 **Middle**")
-    st.button("📝 **Last**")
-
-    # Text areas with default values based on letter examples
-    first_default = "The purpose of this letter is to validate Mr. Williams’ disability so that he can receive disability benefits\n" \
-                    "The purpose of this letter is to document Ms. Radcliff’s disability to request special accommodations at work"
-    middle_default = "Detail the patient’s physical or cognitive condition and how it affects their daily life\n" \
-                     "Explain the cause of the patient’s condition and duration of symptoms"
-    last_default = "Outline the assistive equipment or technology necessary for the patient\n" \
-                   "Describe the special consideration or modifications required"
-
-    first_text = st.text_area("First: State the purpose of the letter", value=first_default, max_chars=None, height=None)
-    middle_text = st.text_area("Middle: Explain the patient’s condition", value=middle_default, max_chars=None, height=None)
-    last_text = st.text_area("Last: List any necessary accommodations", value=last_default, max_chars=None, height=None)
-
-    # Username field with an emoji
-    username = st.text_input("👤 Username")
-
-
-def generate_letter_grid_ui():
-    st.title("🏥 Letter Type Selection")
-
-    # Define the data for the table
-    letter_types = [
-        ("1️⃣ Referral Letters", "🤝 Letters asking for more help or treatment", "📄 Patient info, Referral details", generate_referral_letters_ui),
-        ("2️⃣ Medical Certificate Letters", "💼 Letters about a patient's health problem or limits", "📄 Patient info, Health problem details", generate_medical_certificate_letters_ui),
-        ("3️⃣ Prescription Letters", "💊 Letters allowing medicine", "📄 Patient info, Medicine details", generate_prescription_letters_ui),
-        ("4️⃣ Diagnosis Letters", "🔎 Letters explaining a patient's health problem", "📄 Patient info, Health problem details", generate_diagnosis_letters_ui),
-        ("5️⃣ Treatment Plan Letters", "🚑 Letters with a plan for getting better", "📄 Patient info, Treatment details", generate_treatment_plan_letters_ui),
-        ("6️⃣ Surgery Recommendation Letters", "🏥 Letters saying a patient needs surgery", "📄 Patient info, Surgery details", generate_surgery_recommendation_letters_ui),
-        ("7️⃣ Medical Clearance Letters", "🏃 Letters saying a patient can do activities", "📄 Patient info, Activity details", generate_medical_clearance_letters_ui),
-        ("8️⃣ Follow-up Appointment Letters", "📅 Letters reminding about appointments", "📄 Patient info, Appointment details", generate_follow_up_appointment_letters_ui),
-        ("9️⃣ Disability Support Letters", "♿ Letters about a patient's disability", "📄 Patient info, Disability details", generate_disability_support_letters_ui),
-        ("🔟 Health Education Letters", "🍎 Letters teaching about health", "📄 Patient info, Education topic", generate_health_education_letters_ui),
-    ]
-
-    # Create the table with buttons
-    for letter_type, definition, fields, letter_function in letter_types:
-        col1, col2, col3, col4 = st.columns(4)
-        with col1:
-            if st.button(letter_type):
-                letter_function()
-        with col2:
-            st.write(definition)
-        with col3:
-            st.write(fields)
-
-# Run the Streamlit UI function
-generate_letter_grid_ui()
-
-
-# Run the Streamlit UI function
-#generate_referral_letters_ui()
-# Run the Streamlit UI function
-#generate_medical_certificate_letters_ui()
-# Run the Streamlit UI function
-#generate_prescription_letters_ui()
-# Run the Streamlit UI function
-#generate_prescription_letters_ui()
-# Run the Streamlit UI function
-#generate_treatment_plan_letters_ui()
-# Run the Streamlit UI function
-#generate_surgery_recommendation_letters_ui()
-# Run the Streamlit UI function
-#generate_health_education_letters_ui()
-# Run the Streamlit UI function
-#generate_letter_grid_ui()
+
+### 🍎 Health Education Letters
+
+| **Health Education Letters** | 📝 **First** | 📝 **Middle** | 📝 **Last** |
+|------------------------------|---------------------------------|------------------------------------|-----------------------------------|
+| 🍎 Introduce the health education topic | - This letter is to provide Ms. Prince with information on healthy eating habits 🥗 | - Outline the benefits of specific health practices for overall health 🌟 | - Provide handouts, online resources, or any relevant materials to supplement the information 📚 |
+|                              | - This letter offers suggestions for stress management to Mr. Martin 😌 | - Detail steps that can be taken to manage specific health conditions properly 🚶‍♀️ | - Encourage patients to schedule follow-up appointments to discuss any questions or concerns 🗓️ |
+
+
+
+
+""")