Update

apps/admin/src/lib/ai/tools/topics.ts

@@ -0,0 +1,69 @@
+// =============================================================================
+// Topic Extraction Functions
+// Extract topics from packs for categorization
+// =============================================================================
+
+import { getOpenAI, getModel } from '../client';
+import type { TopicExtractionResult } from '../types';
+
+/**
+ * Extract topics from a pack based on its name, description, and questions
+ */
+export async function extractTopicsFromPack(
+    packName: string,
+    packDescription: string | null,
+    questions: string[],
+    existingTopics: { id: string; name: string }[]
+): Promise<TopicExtractionResult> {
+    const openai = getOpenAI();
+
+    const existingTopicNames = existingTopics.map(t => t.name);
+    const existingTopicsJson = JSON.stringify(existingTopics);
+
+    const prompt = `Analyze the following question pack and extract relevant topics/kinks/interests that describe its content.
+
+PACK NAME: "${packName}"
+${packDescription ? `PACK DESCRIPTION: "${packDescription}"` : ''}
+
+QUESTIONS IN THIS PACK:
+${questions.map((q, i) => `${i + 1}. ${q}`).join('\n')}
+
+EXISTING TOPICS IN THE SYSTEM (prefer matching these when appropriate):
+${existingTopicNames.length > 0 ? existingTopicNames.join(', ') : 'None yet'}
+
+EXISTING TOPICS WITH IDs:
+${existingTopicsJson}
+
+INSTRUCTIONS:
+1. Identify 1-5 topics that best describe this pack's content
+2. Topics should be specific kinks, interests, or themes (e.g., "Bondage", "Exhibitionism", "Voyeurism", "Role Play", "Sensory Play", "Oral", "Anal", "Communication", "Romance", "Adventure")
+3. ALWAYS prefer matching an existing topic if one fits - use the EXACT name and include the existingTopicId
+4. Only suggest a new topic if nothing in the existing list is appropriate
+5. Topic names should be title case (e.g., "Bondage" not "bondage")
+6. Keep topics broad enough to be reusable across packs
+
+Return a JSON object with:
+- topics: Array of objects with:
+  - name: The topic name (use exact existing name if matching)
+  - isNew: false if matching an existing topic, true if suggesting a new one
+  - existingTopicId: The ID of the existing topic if isNew is false (from the EXISTING TOPICS WITH IDs list)
+- reasoning: Brief explanation of why these topics were chosen`;
+
+    const response = await openai.chat.completions.create({
+        model: getModel('fix'),
+        messages: [
+            {
+                role: 'system',
+                content: 'You are a content categorization expert for a couples intimacy app. You analyze question packs and identify relevant topics, kinks, and themes. Always prefer matching existing topics when possible. Always respond with valid JSON only.',
+            },
+            { role: 'user', content: prompt },
+        ],
+        response_format: { type: 'json_object' },
+        temperature: 0.3,
+    });
+
+    const content = response.choices[0].message.content;
+    if (!content) throw new Error('No content generated');
+
+    return JSON.parse(content) as TopicExtractionResult;
+}