New HealthBot Conversation

Conversation ID: ${conversationId}

User: ${userInfo?.name || 'Anonymous'} (${userInfo?.email || 'No email'})

Ended At: ${new Date(endedAt || Date.now()).toLocaleString()}

Message Count: ${messages.length}

\n \n

Conversation:

\n${conversationText}\n

\n \n

This conversation was automatically sent from HealthHub's AI chatbot system.

\n `;\n\n await email({\n subject: `HealthBot Conversation - ${userInfo?.name || 'Anonymous User'}`,\n html: emailContent,\n text: `New HealthBot conversation from ${userInfo?.name || 'Anonymous'}\\n\\nConversation:\\n${conversationText}`\n });\n\n } catch (error) {\n console.error(\"Error sending conversation to manager:\", error);\n }\n}\n\nfunction generateSuggestions(userMessage: string, aiResponse: string): string[] {\n const message = userMessage.toLowerCase();\n const response = aiResponse.toLowerCase();\n\n // Generate contextual suggestions based on the conversation\n const suggestions: string[] = [];\n\n if (message.includes('bmi') || message.includes('weight')) {\n suggestions.push(\"How do I use the BMI calculator?\");\n suggestions.push(\"What's a healthy BMI range?\");\n }\n\n if (message.includes('appointment') || message.includes('doctor')) {\n suggestions.push(\"How do I book an appointment?\");\n suggestions.push(\"What specialists are available?\");\n }\n\n if (message.includes('exercise') || message.includes('workout')) {\n suggestions.push(\"Show me beginner exercises\");\n suggestions.push(\"What's a good workout routine?\");\n }\n\n if (message.includes('symptom') || message.includes('pain') || message.includes('sick')) {\n suggestions.push(\"How does the symptom checker work?\");\n suggestions.push(\"When should I see a doctor?\");\n }\n\n if (message.includes('diet') || message.includes('nutrition')) {\n suggestions.push(\"What are healthy eating tips?\");\n suggestions.push(\"Show me nutrition information\");\n }\n\n // Default suggestions if no specific context\n if (suggestions.length === 0) {\n suggestions.push(\"What features does HealthHub offer?\");\n suggestions.push(\"How can I track my health?\");\n suggestions.push(\"Tell me about preventive care\");\n }\n\n // Limit to 3 suggestions\n return suggestions.slice(0, 3);\n}\n\nfunction calculateConversationDuration(messages: any[]): number {\n if (messages.length < 2) return 0;\n \n const start = new Date(messages[0].timestamp);\n const end = new Date(messages[messages.length - 1].timestamp);\n \n return Math.round((end.getTime() - start.getTime()) / (1000 * 60)); // minutes\n}\n\nfunction extractTopics(messages: any[]): string[] {\n const userMessages = messages\n .filter(msg => msg.sender === 'user')\n .map(msg => msg.text.toLowerCase());\n \n const topics = new Set();\n \n const topicKeywords = {\n 'BMI': ['bmi', 'weight', 'body mass'],\n 'Appointments': ['appointment', 'doctor', 'schedule'],\n 'Exercise': ['exercise', 'workout', 'fitness'],\n 'Symptoms': ['symptom', 'pain', 'sick', 'hurt'],\n 'Nutrition': ['diet', 'nutrition', 'food', 'eating'],\n 'Mental Health': ['stress', 'anxiety', 'depression', 'mental'],\n 'Emergency': ['emergency', 'urgent', 'help']\n };\n\n userMessages.forEach(message => {\n Object.entries(topicKeywords).forEach(([topic, keywords]) => {\n if (keywords.some(keyword => message.includes(keyword))) {\n topics.add(topic);\n }\n });\n });\n\n return Array.from(topics);\n}\n\nexport default chatbot;","deleted","label",[169,170,151],"backend","routes","permalink","https://www.val.town/x/SIR_FESTUS/MYHEALTHSOURCE/code/backend/routes/chatbot.ts","extension","actionData","errors"]