Update modules/task_management.py

modules/task_management.py

@@ -189,4 +189,27 @@ def reset_weekly_data():
         task_data.clear()
         claimed_rewards.clear()
         available_rewards.clear()
-        last_reset = datetime.date.today()
+        last_reset = datetime.date.today()
+
+
+def recall_from_memory(user_id, goal):
+    try:
+        query = user_id + ":" + goal.replace(" ", "_")
+        result = pine_index.fetch([query])  # ✅ returns a FetchResponse object
+        
+        if query not in result.vectors:
+            return "❌ No saved plan found for this goal."
+
+        metadata = result.vectors[query].get("metadata", {})
+        steps = metadata.get("steps", [])
+        steps = [smart_label_converter(s) for s in steps if isinstance(s, str) and len(s.strip()) > 1]
+        summary = metadata.get("summary", "")
+        courses = metadata.get("courses", [])
+        course_section = ""
+
+        diagram = render_text_roadmap(goal, steps)
+        
+        if courses:
+            course_section = "\n\n### 📚 Recommended Courses\n" + "\n".join([f"- [{c['name']}]({c['url']})" for c in courses if 'name' in c and 'url' in c])
+
+        return f"""### 🔁 Recalled Plan for {goal}