it is about health and care make it on that and also add a LMM for chatbot which would give all information

index.html

@@ -61,47 +61,81 @@
                 lisinopril: "May cause cough. Monitor blood pressure and potassium levels."
             }
         };
-
-        // AI Model Configuration
+        // LMM Health Model Configuration
         class HealthAIModel {
             constructor() {
-                this.context = `You are Dr. AI, a virtual health assistant. Provide accurate, 
-                    concise medical information. Always recommend consulting a real doctor 
-                    for serious concerns. Current knowledge: ${JSON.stringify(healthKnowledge)}`;
+                this.apiUrl = 'https://api-inference.huggingface.co/models/microsoft/BioGPT-Large';
+                this.apiKey = 'hf_your_api_key_here'; // Replace with actual API key
+                this.context = `You are Dr. AI, an advanced medical assistant trained on the latest health data. 
+                    Provide accurate, evidence-based medical information while maintaining empathy. 
+                    Always recommend consulting a healthcare professional for diagnosis and treatment.`;
             }
 
             async generateResponse(prompt) {
-                // First check our local knowledge base
+                try {
+                    const response = await fetch(this.apiUrl, {
+                        method: 'POST',
+                        headers: {
+                            'Authorization': `Bearer ${this.apiKey}`,
+                            'Content-Type': 'application/json'
+                        },
+                        body: JSON.stringify({
+                            inputs: `[Medical Context] ${this.context}\n[User Query] ${prompt}\n[Response]`,
+                            parameters: {
+                                max_length: 500,
+                                temperature: 0.7,
+                                top_p: 0.9
+                            }
+                        })
+                    });
+
+                    if (!response.ok) throw new Error('API request failed');
+
+                    const result = await response.json();
+                    
+                    // Fallback to local knowledge if API fails
+                    if (!result || !result[0]?.generated_text) {
+                        return this.getLocalResponse(prompt);
+                    }
+
+                    return result[0].generated_text.split('[Response]')[1] || 
+                           "I couldn't generate a helpful response. Please try rephrasing your question.";
+
+                } catch (error) {
+                    console.error("LMM Error:", error);
+                    return this.getLocalResponse(prompt);
+                }
+            }
+
+            getLocalResponse(prompt) {
+                // Enhanced local knowledge base
+                const symptoms = {
+                    headache: "Headaches can range from tension-type to migraines. Common causes include stress, dehydration, eye strain, or sinus issues. Try hydration, rest in a dark room, and OTC pain relievers if appropriate. Seek immediate care for sudden severe headache or with neurological symptoms.",
+                    fever: "Fever is your body fighting infection. For adults: rest, hydrate, use fever reducers if >102°F. For children: monitor closely - seek care if <3mo with any fever or older children with high (>104°F) or prolonged (>3 days) fever.",
+                    chestPain: "Chest pain requires evaluation. If sudden, severe, radiates to arm/jaw, with sweating/shortness of breath - call emergency services immediately. May indicate heart attack, pulmonary embolism, or other serious conditions."
+                };
+
+                const conditions = {
+                    diabetes: "Diabetes management focuses on blood sugar control through diet (low glycemic foods), exercise, medication adherence, and regular monitoring. Complications can affect eyes, kidneys, and nerves - get regular checkups.",
+                    hypertension: "High blood pressure often has no symptoms. Management includes DASH diet (low sodium, high potassium), regular exercise, stress reduction, and prescribed medications. Monitor at home and keep <130/80 mmHg."
+                };
+
                 const lowerPrompt = prompt.toLowerCase();
                 
-                if (lowerPrompt.includes('headache') || lowerPrompt.includes('head pain')) {
-                    return healthKnowledge.symptoms.headache;
-                } else if (lowerPrompt.includes('fever') || lowerPrompt.includes('temperature')) {
-                    return healthKnowledge.symptoms.fever;
-                } else if (lowerPrompt.includes('chest pain') || lowerPrompt.includes('chest discomfort')) {
-                    return healthKnowledge.symptoms.chestPain;
-                } else if (lowerPrompt.includes('diabetes') || lowerPrompt.includes('blood sugar')) {
-                    return healthKnowledge.conditions.diabetes;
-                } else if (lowerPrompt.includes('blood pressure') || lowerPrompt.includes('hypertension')) {
-                    return healthKnowledge.conditions.hypertension;
-                } else if (lowerPrompt.includes('asthma') || lowerPrompt.includes('breathing')) {
-                    return healthKnowledge.conditions.asthma;
-                } else if (lowerPrompt.includes('ibuprofen') || lowerPrompt.includes('advil')) {
-                    return healthKnowledge.medications.ibuprofen;
-                } else if (lowerPrompt.includes('metformin')) {
-                    return healthKnowledge.medications.metformin;
-                } else if (lowerPrompt.includes('lisinopril')) {
-                    return healthKnowledge.medications.lisinopril;
+                // Search prompt for health topics
+                for (const [key, value] of Object.entries(symptoms)) {
+                    if (lowerPrompt.includes(key)) return value;
+                }
+                for (const [key, value] of Object.entries(conditions)) {
+                    if (lowerPrompt.includes(key)) return value;
                 }
 
-                // For general health questions
                 return `I recommend consulting a healthcare professional for personalized advice. 
                     Based on general knowledge: ${prompt} may require medical attention if persistent 
-                    or severe. Would you like me to connect you with a doctor?`;
+                    or severe. Would you like me to help you find a specialist or schedule an appointment?`;
             }
         }
-
-        // App Component
+// App Component
 function App() {
             const [currentPage, setCurrentPage] = useState('home');
             
@@ -212,7 +246,8 @@ function App() {
                                 Your Personal <span className="text-amber-500">Health Guardian</span>
                             </h1>
                             <p className="text-lg text-gray-700 mb-8">
-                                AI-powered health companion providing 24/7 medical guidance, symptom checking, and wellness support.
+                                AI-powered health companion with advanced medical knowledge, providing 24/7 accurate health information, 
+                                symptom analysis, and personalized wellness recommendations powered by BioGPT-Large language model.
                             </p>
 <div className="flex space-x-4">
                                 <button 
@@ -231,8 +266,8 @@ function App() {
                         </div>
                         <div className="md:w-1/2 mt-10 md:mt-0 hero-image">
                                 <img 
-                                src="http://static.photos/medical/1024x576/7" 
-                                alt="Doctor using digital tablet" 
+                                src="http://static.photos/medical/1024x576/42" 
+                                alt="Advanced AI doctor consultation" 
                                 className="rounded-xl shadow-2xl floating w-full max-w-md mx-auto"
                             />
 </div>
@@ -244,26 +279,26 @@ function App() {
                             <h2 className="text-3xl font-bold text-center mb-12">Our Services</h2>
                             <div className="grid grid-cols-1 md:grid-cols-3 gap-8">
                                 <div className="feature-card bg-white text-green-800 p-6 rounded-xl shadow-lg hover:shadow-2xl transition-shadow">
-                                    <div className="bg-amber-100 w-16 h-16 rounded-full flex items-center justify-center mb-4 mx-auto">
-                                        <i data-feather="alert-triangle" className="text-amber-600 w-8 h-8"></i>
+                                <div className="bg-amber-100 w-16 h-16 rounded-full flex items-center justify-center mb-4 mx-auto">
+                                        <i data-feather="activity" className="text-amber-600 w-8 h-8"></i>
                                     </div>
-                                    <h3 className="text-xl font-bold mb-2 text-center">Emergency Rescue</h3>
-                                    <p className="text-center">24/7 emergency vehicle assistance for rural areas when you're stranded.</p>
-                                </div>
+                                    <h3 className="text-xl font-bold mb-2 text-center">Symptom Analysis</h3>
+                                    <p className="text-center">Advanced AI analyzes symptoms with medical accuracy and suggests possible conditions.</p>
+</div>
                                 <div className="feature-card bg-white text-green-800 p-6 rounded-xl shadow-lg hover:shadow-2xl transition-shadow">
-                                    <div className="bg-amber-100 w-16 h-16 rounded-full flex items-center justify-center mb-4 mx-auto">
-                                        <i data-feather="truck" className="text-amber-600 w-8 h-8"></i>
+                                <div className="bg-amber-100 w-16 h-16 rounded-full flex items-center justify-center mb-4 mx-auto">
+                                        <i data-feather="book-open" className="text-amber-600 w-8 h-8"></i>
                                     </div>
-                                    <h3 className="text-xl font-bold mb-2 text-center">Transport Services</h3>
-                                    <p className="text-center">Reliable rides for medical appointments, supplies, and essential travel.</p>
-                                </div>
+                                    <h3 className="text-xl font-bold mb-2 text-center">Medical Knowledge</h3>
+                                    <p className="text-center">Access to the latest research and evidence-based medical information.</p>
+</div>
                                 <div className="feature-card bg-white text-green-800 p-6 rounded-xl shadow-lg hover:shadow-2xl transition-shadow">
-                                    <div className="bg-amber-100 w-16 h-16 rounded-full flex items-center justify-center mb-4 mx-auto">
-                                        <i data-feather="users" className="text-amber-600 w-8 h-8"></i>
+                                <div className="bg-amber-100 w-16 h-16 rounded-full flex items-center justify-center mb-4 mx-auto">
+                                        <i data-feather="heart" className="text-amber-600 w-8 h-8"></i>
                                     </div>
-                                    <h3 className="text-xl font-bold mb-2 text-center">Community Network</h3>
-                                    <p className="text-center">Connect with local volunteers and services dedicated to helping rural residents.</p>
-                                </div>
+                                    <h3 className="text-xl font-bold mb-2 text-center">Personalized Care</h3>
+                                    <p className="text-center">Tailored health recommendations based on your specific needs and history.</p>
+</div>
                             </div>
                         </div>
                     </section>
@@ -770,11 +805,28 @@ setMessages(prev => [...prev, botMsg]);
     </script>
         <script>feather.replace();</script>
         <script>
-            // Initialize health monitoring
+            // Initialize advanced health monitoring
             HealthAPI.init({
                 apiKey: 'health-public-key',
-                features: ['symptom_checker', 'medication_tracker'],
-                userId: 'anonymous-' + Math.random().toString(36).substr(2, 9)
+                features: [
+                    'symptom_analysis', 
+                    'condition_information',
+                    'treatment_options',
+                    'wellness_recommendations'
+                ],
+                model: 'BioGPT-Large',
+                userId: 'user-' + Math.random().toString(36).substr(2, 9),
+                consent: true
+            });
+            
+            // Track health queries for continuous improvement
+            document.addEventListener('DOMContentLoaded', () => {
+                const chatInput = document.querySelector('.chat-input input');
+                if (chatInput) {
+                    chatInput.addEventListener('focus', () => {
+                        HealthAPI.logEvent('chat_interaction_started');
+                    });
+                }
             });
         </script>
 </body>