deepseek integrated succesfully

as intended, needs refinments

apps/admin/.env.example

@@ -0,0 +1,3 @@
+# DeepSeek AI API Key
+# Get your API key from https://platform.deepseek.com/
+DEEPSEEK_API_KEY=your_deepseek_api_key_here

apps/admin/debug_log.txt

@@ -0,0 +1,36 @@
+[Approve] Updating recommendation a2a4d10a-463d-4648-b2a3-3b97fd053078 with: {"status":"approved","approvedAt":"2025-11-24T16:18:30.211Z","approvedBy":"user_35fyZb2QT54VYzLfvx1cSIdcnKI"}
+[SQLite] Update result for a2a4d10a-463d-4648-b2a3-3b97fd053078: {"changes":0,"lastInsertRowid":0}
+[SQLite] Fetch after update for a2a4d10a-463d-4648-b2a3-3b97fd053078: Not Found
+[Approve] Result for a2a4d10a-463d-4648-b2a3-3b97fd053078: Not Found
+[Approve] Updating recommendation fdacfa23-0116-452b-a40e-671583a6ce60 with: {"status":"approved","approvedAt":"2025-11-24T16:21:37.787Z","approvedBy":"user_35fyZb2QT54VYzLfvx1cSIdcnKI"}
+[SQLite] Update result for fdacfa23-0116-452b-a40e-671583a6ce60: {"changes":1,"lastInsertRowid":1}
+[SQLite] Fetch after update for fdacfa23-0116-452b-a40e-671583a6ce60: Found
+[Approve] Result for fdacfa23-0116-452b-a40e-671583a6ce60: Success
+[Approve] Updating recommendation fdacfa23-0116-452b-a40e-671583a6ce60 with: {"status":"approved","approvedAt":"2025-11-24T16:22:27.297Z","approvedBy":"user_35fyZb2QT54VYzLfvx1cSIdcnKI"}
+[SQLite] Update result for fdacfa23-0116-452b-a40e-671583a6ce60: {"changes":1,"lastInsertRowid":1}
+[SQLite] Fetch after update for fdacfa23-0116-452b-a40e-671583a6ce60: Found
+[Approve] Result for fdacfa23-0116-452b-a40e-671583a6ce60: Success
+[Approve] Updating recommendation fdacfa23-0116-452b-a40e-671583a6ce60 with: {"status":"approved","approvedAt":"2025-11-24T16:24:28.104Z","approvedBy":"user_35fyZb2QT54VYzLfvx1cSIdcnKI"}
+[SQLite] Update result for fdacfa23-0116-452b-a40e-671583a6ce60: {"changes":1,"lastInsertRowid":0}
+[SQLite] Fetch after update for fdacfa23-0116-452b-a40e-671583a6ce60: Found
+[Approve] Result for fdacfa23-0116-452b-a40e-671583a6ce60: Success
+[Approve] Updating recommendation fdacfa23-0116-452b-a40e-671583a6ce60 with: {"status":"approved","approvedAt":"2025-11-24T16:24:29.552Z","approvedBy":"user_35fyZb2QT54VYzLfvx1cSIdcnKI"}
+[SQLite] Update result for fdacfa23-0116-452b-a40e-671583a6ce60: {"changes":1,"lastInsertRowid":0}
+[SQLite] Fetch after update for fdacfa23-0116-452b-a40e-671583a6ce60: Found
+[Approve] Result for fdacfa23-0116-452b-a40e-671583a6ce60: Success
+[Approve] Updating recommendation fdacfa23-0116-452b-a40e-671583a6ce60 with: {"status":"approved","approvedAt":"2025-11-24T16:25:42.561Z","approvedBy":"user_35fyZb2QT54VYzLfvx1cSIdcnKI"}
+[SQLite] Update result for fdacfa23-0116-452b-a40e-671583a6ce60: {"changes":1,"lastInsertRowid":0}
+[SQLite] Fetch after update for fdacfa23-0116-452b-a40e-671583a6ce60: Found
+[Approve] Result for fdacfa23-0116-452b-a40e-671583a6ce60: Success
+[Approve] Updating recommendation fdacfa23-0116-452b-a40e-671583a6ce60 with: {"status":"approved","approvedAt":"2025-11-24T16:25:43.627Z","approvedBy":"user_35fyZb2QT54VYzLfvx1cSIdcnKI"}
+[SQLite] Update result for fdacfa23-0116-452b-a40e-671583a6ce60: {"changes":1,"lastInsertRowid":0}
+[SQLite] Fetch after update for fdacfa23-0116-452b-a40e-671583a6ce60: Found
+[Approve] Result for fdacfa23-0116-452b-a40e-671583a6ce60: Success
+[Approve] Updating recommendation fdacfa23-0116-452b-a40e-671583a6ce60 with: {"status":"approved","approvedAt":"2025-11-24T16:27:02.858Z","approvedBy":"user_35fyZb2QT54VYzLfvx1cSIdcnKI"}
+[SQLite] Update result for fdacfa23-0116-452b-a40e-671583a6ce60: {"changes":1,"lastInsertRowid":2}
+[SQLite] Fetch after update for fdacfa23-0116-452b-a40e-671583a6ce60: Found
+[Approve] Result for fdacfa23-0116-452b-a40e-671583a6ce60: Success
+[Approve] Updating recommendation fdacfa23-0116-452b-a40e-671583a6ce60 with: {"status":"rejected"}
+[SQLite] Update result for fdacfa23-0116-452b-a40e-671583a6ce60: {"changes":1,"lastInsertRowid":2}
+[SQLite] Fetch after update for fdacfa23-0116-452b-a40e-671583a6ce60: Found
+[Approve] Result for fdacfa23-0116-452b-a40e-671583a6ce60: Success

apps/admin/package.json

@@ -12,6 +12,7 @@
   },
   "dependencies": {
     "@clerk/nextjs": "^6.34.5",
+    "@fitai/database": "file:../../packages/database",
     "@fitai/shared": "file:../../packages/shared",
     "@hookform/resolvers": "^5.2.2",
     "@radix-ui/react-slot": "^1.2.4",
@@ -29,6 +30,7 @@
     "class-variance-authority": "^0.7.1",
     "clsx": "^2.1.1",
     "date-fns": "^4.1.0",
+    "drizzle-orm": "^0.44.7",
     "lucide-react": "^0.553.0",
     "next": "^16.0.1",
     "postcss": "^8.4.31",

apps/admin/src/app/api/recommendations/approve/route.ts

@@ -0,0 +1,49 @@
+import { NextResponse } from "next/server";
+import { getDatabase } from "@/lib/database";
+
+export async function POST(req: Request) {
+    try {
+        const { recommendationId, status, approvedBy } = await req.json();
+
+        if (!recommendationId || !status) {
+            return NextResponse.json(
+                { error: "Recommendation ID and status are required" },
+                { status: 400 }
+            );
+        }
+
+        const db = await getDatabase();
+
+        // Update recommendation status
+        const updates: any = {
+            status,
+            approvedAt: status === "approved" ? new Date() : undefined,
+            approvedBy: status === "approved" ? approvedBy : undefined,
+        };
+
+        // Remove undefined keys
+        Object.keys(updates).forEach(key => updates[key] === undefined && delete updates[key]);
+
+        const updatedRecommendation = await db.updateRecommendation(recommendationId, updates);
+
+        if (!updatedRecommendation) {
+            return NextResponse.json(
+                { error: "Recommendation not found" },
+                { status: 404 }
+            );
+        }
+
+        // If approved, create a notification for the user
+        // Note: IDatabase doesn't have createNotification yet, so we'll skip it for now
+        // or we need to add it to IDatabase/SQLiteDatabase
+        // For now, let's assume the notification is handled elsewhere or add it later
+
+        return NextResponse.json(updatedRecommendation);
+    } catch (error) {
+        console.error("Error approving recommendation:", error);
+        return NextResponse.json(
+            { error: "Internal server error" },
+            { status: 500 }
+        );
+    }
+}

apps/admin/src/app/api/recommendations/generate/route.ts

@@ -0,0 +1,198 @@
+import { NextResponse } from "next/server";
+import { getDatabase } from "@/lib/database";
+
+export async function POST(req: Request) {
+    try {
+        const { userId, useExternalModel } = await req.json();
+
+        if (!userId) {
+            return NextResponse.json({ error: "User ID is required" }, { status: 400 });
+        }
+
+        const db = await getDatabase();
+
+        // Fetch fitness profile
+        const profile = await db.getFitnessProfileByUserId(userId);
+
+        if (!profile) {
+            return NextResponse.json(
+                { error: "Fitness profile not found for this user" },
+                { status: 404 }
+            );
+        }
+
+        // Construct prompt
+        const prompt = `
+      You are a professional fitness trainer and nutritionist.
+      Generate a detailed daily recommendation for a user with the following profile:
+      - Height: ${profile.height} cm
+      - Weight: ${profile.weight} kg
+      - Age: ${profile.age}
+      - Gender: ${profile.gender}
+      - Goal: ${profile.fitnessGoals.join(", ")}
+      - Activity Level: ${profile.activityLevel}
+      - Medical Conditions: ${profile.medicalConditions || "None"}
+      - Injuries: ${profile.injuries || "None"}
+
+      Please provide the response in the following JSON format ONLY, no other text. Do not use markdown formatting or code blocks:
+      {
+        "recommendationText": "General advice and motivation for today.",
+        "activityPlan": "Detailed workout or activity plan for today.",
+        "dietPlan": "Detailed meal plan for today."
+      }
+    `;
+
+        let parsedResponse;
+
+        if (useExternalModel) {
+            // Use DeepSeek AI
+            const deepseekApiKey = process.env.DEEPSEEK_API_KEY;
+
+            if (!deepseekApiKey) {
+                return NextResponse.json(
+                    { error: "DeepSeek API key not configured" },
+                    { status: 500 }
+                );
+            }
+
+            console.log("Using DeepSeek AI model...");
+
+            const deepseekResponse = await fetch("https://api.deepseek.com/v1/chat/completions", {
+                method: "POST",
+                headers: {
+                    "Content-Type": "application/json",
+                    "Authorization": `Bearer ${deepseekApiKey}`,
+                },
+                body: JSON.stringify({
+                    model: "deepseek-chat",
+                    messages: [
+                        {
+                            role: "system",
+                            content: "You are a professional fitness trainer and nutritionist. Always respond with valid JSON only, no markdown or code blocks."
+                        },
+                        {
+                            role: "user",
+                            content: prompt
+                        }
+                    ],
+                    temperature: 0.7,
+                    max_tokens: 1000,
+                }),
+            });
+
+            if (!deepseekResponse.ok) {
+                const errorText = await deepseekResponse.text();
+                console.error("DeepSeek API error:", errorText);
+                return NextResponse.json(
+                    { error: "Failed to generate recommendation from DeepSeek AI" },
+                    { status: 500 }
+                );
+            }
+
+            const deepseekData = await deepseekResponse.json();
+            console.log("Raw DeepSeek Response:", deepseekData);
+
+            try {
+                const content = deepseekData.choices[0].message.content;
+                let cleanResponse = content.trim();
+
+                // Remove markdown code blocks if present
+                if (cleanResponse.startsWith("```json")) {
+                    cleanResponse = cleanResponse.replace(/^```json\s*/, "").replace(/\s*```$/, "");
+                } else if (cleanResponse.startsWith("```")) {
+                    cleanResponse = cleanResponse.replace(/^```\s*/, "").replace(/\s*```$/, "");
+                }
+
+                // Find the first '{' and last '}' to extract the JSON object
+                const firstBrace = cleanResponse.indexOf("{");
+                const lastBrace = cleanResponse.lastIndexOf("}");
+
+                if (firstBrace !== -1 && lastBrace !== -1) {
+                    cleanResponse = cleanResponse.substring(firstBrace, lastBrace + 1);
+                }
+
+                parsedResponse = JSON.parse(cleanResponse);
+            } catch (e) {
+                console.error("Failed to parse DeepSeek response:", deepseekData);
+                return NextResponse.json(
+                    { error: "Invalid response format from DeepSeek AI" },
+                    { status: 500 }
+                );
+            }
+        } else {
+            // Use local Ollama
+            console.log("Using local Ollama model...");
+
+            const ollamaResponse = await fetch("http://localhost:11434/api/generate", {
+                method: "POST",
+                headers: {
+                    "Content-Type": "application/json",
+                },
+                body: JSON.stringify({
+                    model: "gemma3:latest",
+                    prompt: prompt,
+                    stream: false,
+                    format: "json",
+                }),
+            });
+
+            if (!ollamaResponse.ok) {
+                console.error("Ollama API error:", await ollamaResponse.text());
+                return NextResponse.json(
+                    { error: "Failed to generate recommendation from Ollama" },
+                    { status: 500 }
+                );
+            }
+
+            const aiData = await ollamaResponse.json();
+            console.log("Raw Ollama Response:", aiData.response);
+
+            try {
+                let cleanResponse = aiData.response.trim();
+
+                // Remove markdown code blocks if present
+                if (cleanResponse.startsWith("```json")) {
+                    cleanResponse = cleanResponse.replace(/^```json\s*/, "").replace(/\s*```$/, "");
+                } else if (cleanResponse.startsWith("```")) {
+                    cleanResponse = cleanResponse.replace(/^```\s*/, "").replace(/\s*```$/, "");
+                }
+
+                // Find the first '{' and last '}' to extract the JSON object
+                const firstBrace = cleanResponse.indexOf("{");
+                const lastBrace = cleanResponse.lastIndexOf("}");
+
+                if (firstBrace !== -1 && lastBrace !== -1) {
+                    cleanResponse = cleanResponse.substring(firstBrace, lastBrace + 1);
+                }
+
+                parsedResponse = JSON.parse(cleanResponse);
+            } catch (e) {
+                console.error("Failed to parse Ollama response:", aiData.response);
+                return NextResponse.json(
+                    { error: "Invalid response format from Ollama" },
+                    { status: 500 }
+                );
+            }
+        }
+
+        // Save to database
+        const recommendation = await db.createRecommendation({
+            id: crypto.randomUUID(),
+            userId,
+            fitnessProfileId: profile.userId,
+            type: 'ai_plan',
+            content: parsedResponse.recommendationText,
+            activityPlan: parsedResponse.activityPlan,
+            dietPlan: parsedResponse.dietPlan,
+            status: 'pending'
+        });
+
+        return NextResponse.json(recommendation);
+    } catch (error) {
+        console.error("Error generating recommendation:", error);
+        return NextResponse.json(
+            { error: "Internal server error" },
+            { status: 500 }
+        );
+    }
+}

apps/admin/src/app/api/recommendations/route.ts

@@ -12,23 +12,38 @@ export async function GET(request: Request) {
         const { searchParams } = new URL(request.url)
         const targetUserId = searchParams.get('userId')
 
-        if (!targetUserId) {
-            return new NextResponse('User ID is required', { status: 400 })
-        }
-
         const db = await getDatabase()
 
-        // Check permissions: Users can view their own, Admins/Trainers can view anyone's
-        if (currentUserId !== targetUserId) {
+        // If no userId provided, check if staff and return all recommendations
+        if (!targetUserId) {
             const currentUser = await db.getUserById(currentUserId)
             const isStaff = currentUser?.role === 'admin' || currentUser?.role === 'superAdmin' || currentUser?.role === 'trainer'
 
+            if (!isStaff) {
+                return new NextResponse('User ID is required', { status: 400 })
+            }
+
+            const recommendations = await db.getAllRecommendations()
+            return NextResponse.json({ recommendations })
+        }
+
+        // Check permissions: Users can view their own, Admins/Trainers can view anyone's
+        const currentUser = await db.getUserById(currentUserId)
+        const isStaff = currentUser?.role === 'admin' || currentUser?.role === 'superAdmin' || currentUser?.role === 'trainer'
+
+        if (currentUserId !== targetUserId) {
             if (!isStaff) {
                 return new NextResponse('Forbidden', { status: 403 })
             }
         }
 
-        const recommendations = await db.getRecommendationsByUserId(targetUserId)
+        let recommendations = await db.getRecommendationsByUserId(targetUserId)
+
+        // Non-staff users should only see approved recommendations
+        if (!isStaff) {
+            recommendations = recommendations.filter((rec: any) => rec.status === 'approved')
+        }
+
         return NextResponse.json(recommendations)
     } catch (error) {
         console.error('Error fetching recommendations:', error)
@@ -52,21 +67,37 @@ export async function POST(request: Request) {
         }
 
         const body = await request.json()
-        const { userId, type, content, status } = body
+        const { userId, fitnessProfileId, recommendationText, activityPlan, dietPlan, status, type, content } = body
 
-        if (!userId || !type || !content) {
-            return new NextResponse('Missing required fields', { status: 400 })
+        // Handle AI Plan (Legacy/Specific)
+        if (recommendationText && activityPlan && dietPlan && fitnessProfileId) {
+            const recommendation = await db.createRecommendation({
+                id: crypto.randomUUID(),
+                userId,
+                fitnessProfileId,
+                type: 'ai_plan',
+                content: recommendationText,
+                activityPlan,
+                dietPlan,
+                status: status || 'pending'
+            })
+            return NextResponse.json(recommendation)
         }
 
-        const recommendation = await db.createRecommendation({
-            id: crypto.randomUUID(),
-            userId,
-            type,
-            content,
-            status: status || 'pending'
-        })
+        // Handle User Goal (Generic)
+        if (type && content) {
+            const recommendation = await db.createRecommendation({
+                id: crypto.randomUUID(),
+                userId,
+                type,
+                content,
+                status: status || 'pending'
+            })
+            return NextResponse.json(recommendation)
+        }
+
+        return NextResponse.json('Missing required fields', { status: 400 })
 
-        return NextResponse.json(recommendation)
     } catch (error) {
         console.error('Error creating recommendation:', error)
         return new NextResponse('Internal Server Error', { status: 500 })
@@ -81,7 +112,7 @@ export async function PUT(request: Request) {
         }
 
         const body = await request.json()
-        const { id, status, content } = body
+        const { id, status, recommendationText, activityPlan, dietPlan, content } = body
 
         if (!id) {
             return new NextResponse('Recommendation ID is required', { status: 400 })
@@ -89,13 +120,12 @@ export async function PUT(request: Request) {
 
         const db = await getDatabase()
 
-        // Users can update status (e.g. mark as completed), Staff can update content too
-        // Ideally we'd check ownership for status update, but for now let's allow it if they have the ID
-        // A stricter check would be: fetch recommendation, check if userId matches currentUserId OR if currentUser is staff
-
         const updated = await db.updateRecommendation(id, {
             ...(status && { status }),
-            ...(content && { content })
+            ...(recommendationText && { content: recommendationText }), // Map legacy field
+            ...(content && { content }),
+            ...(activityPlan && { activityPlan }),
+            ...(dietPlan && { dietPlan })
         })
 
         return NextResponse.json(updated)

apps/admin/src/app/api/users/route.ts

@@ -74,7 +74,7 @@ export async function POST(request: NextRequest) {
     }
 
     // Enforce Hierarchy
-    const allowed = {
+    const allowed: Record<string, string[]> = {
       superAdmin: ["admin", "trainer", "client"],
       admin: ["trainer", "client"],
       trainer: ["client"],

apps/admin/src/app/profile/page.tsx

@@ -2,7 +2,7 @@
 
 import { useEffect, useState } from "react";
 import { useUser } from "@clerk/nextjs";
-import { Button } from "@/components/ui/button";
+import { Button } from "@/components/ui/Button";
 import { Input } from "@/components/ui/input";
 
 interface UserProfile {
@@ -55,7 +55,7 @@ export default function ProfilePage() {
         <div className="flex justify-between items-center mb-6">
           <h1 className="text-2xl font-bold">Profile</h1>
           <Button
-            variant={isEditing ? "default" : "outline"}
+            variant={isEditing ? "primary" : "secondary"}
             onClick={() => setIsEditing(!isEditing)}
           >
             {isEditing ? "Cancel" : "Edit Profile"}

apps/admin/src/app/recommendations/page.tsx

@@ -0,0 +1,260 @@
+"use client";
+
+import { useEffect, useState } from "react";
+import { useUser } from "@clerk/nextjs";
+
+interface User {
+    id: string;
+    firstName: string;
+    lastName: string;
+    email: string;
+}
+
+interface Recommendation {
+    id: string;
+    userId: string;
+    content: string;
+    activityPlan: string;
+    dietPlan: string;
+    status: string;
+    createdAt: Date;
+}
+
+export default function RecommendationsPage() {
+    const { user } = useUser();
+    const [users, setUsers] = useState<User[]>([]);
+    const [pendingRecommendations, setPendingRecommendations] = useState<any[]>([]);
+    const [loading, setLoading] = useState(true);
+    const [generating, setGenerating] = useState<string | null>(null);
+    const [useExternalModel, setUseExternalModel] = useState(false);
+
+    useEffect(() => {
+        fetchData();
+    }, []);
+
+    const fetchData = async () => {
+        try {
+            // Fetch users
+            const usersRes = await fetch("/api/users");
+            const usersData = await usersRes.json();
+            setUsers(usersData.users || []);
+
+            // Fetch pending recommendations
+            const recsRes = await fetch("/api/recommendations");
+            const recsData = await recsRes.json();
+            const allRecs = recsData.recommendations || [];
+            setPendingRecommendations(allRecs.filter((r: any) => r.status === 'pending'));
+        } catch (error) {
+            console.error("Error fetching data:", error);
+        } finally {
+            setLoading(false);
+        }
+    };
+
+    const handleGenerate = async (userId: string) => {
+        setGenerating(userId);
+        try {
+            const res = await fetch("/api/recommendations/generate", {
+                method: "POST",
+                headers: { "Content-Type": "application/json" },
+                body: JSON.stringify({ userId, useExternalModel }),
+            });
+
+            if (!res.ok) {
+                const error = await res.json();
+                alert(`Error: ${error.error}`);
+            } else {
+                alert("Recommendation generated successfully!");
+                fetchData(); // Refresh data
+            }
+        } catch (error) {
+            console.error(error);
+            alert("Failed to generate recommendation.");
+        } finally {
+            setGenerating(null);
+        }
+    };
+
+    const handleApprove = async (recommendationId: string, status: "approved" | "rejected") => {
+        try {
+            const res = await fetch("/api/recommendations/approve", {
+                method: "POST",
+                headers: { "Content-Type": "application/json" },
+                body: JSON.stringify({
+                    recommendationId,
+                    status,
+                    approvedBy: user?.id || "admin",
+                }),
+            });
+
+            if (!res.ok) {
+                const errorData = await res.json();
+                alert(`Failed to update status: ${errorData.error || 'Unknown error'}`);
+            } else {
+                fetchData(); // Refresh data
+            }
+        } catch (error) {
+            console.error(error);
+            alert("Error processing request");
+        }
+    };
+
+    const handleEdit = async (rec: Recommendation) => {
+        const newContent = prompt("Edit Advice:", rec.content);
+        const newActivityPlan = prompt("Edit Activity Plan:", rec.activityPlan);
+        const newDietPlan = prompt("Edit Diet Plan:", rec.dietPlan);
+
+        if (newContent === null || newActivityPlan === null || newDietPlan === null) {
+            // User cancelled one of the prompts
+            return;
+        }
+
+        try {
+            const res = await fetch("/api/recommendations", {
+                method: "PUT",
+                headers: { "Content-Type": "application/json" },
+                body: JSON.stringify({
+                    id: rec.id,
+                    content: newContent,
+                    activityPlan: newActivityPlan,
+                    dietPlan: newDietPlan,
+                }),
+            });
+
+            if (!res.ok) {
+                const errorData = await res.json();
+                alert(`Failed to update recommendation: ${errorData.error || 'Unknown error'}`);
+            } else {
+                alert("Recommendation updated successfully!");
+                fetchData(); // Refresh data
+            }
+        } catch (error) {
+            console.error("Error updating recommendation:", error);
+            alert("Failed to update recommendation.");
+        }
+    };
+
+    if (loading) {
+        return (
+            <div className="flex items-center justify-center h-screen">
+                <div className="text-xl">Loading...</div>
+            </div>
+        );
+    }
+
+    return (
+        <div className="container mx-auto py-10 px-4">
+            <div className="flex justify-between items-center mb-8">
+                <h1 className="text-3xl font-bold">AI Recommendations</h1>
+
+                {/* Model Selection Toggle */}
+                <div className="flex items-center gap-3 bg-white px-4 py-2 rounded-lg shadow">
+                    <span className="text-sm font-medium text-gray-700">
+                        {useExternalModel ? "DeepSeek AI" : "Local Ollama"}
+                    </span>
+                    <button
+                        onClick={() => setUseExternalModel(!useExternalModel)}
+                        className={`relative inline-flex h-6 w-11 items-center rounded-full transition-colors ${useExternalModel ? "bg-blue-600" : "bg-gray-300"
+                            }`}
+                    >
+                        <span
+                            className={`inline-block h-4 w-4 transform rounded-full bg-white transition-transform ${useExternalModel ? "translate-x-6" : "translate-x-1"
+                                }`}
+                        />
+                    </button>
+                    <span className="text-xs text-gray-500">
+                        {useExternalModel ? "External" : "Local"}
+                    </span>
+                </div>
+            </div>
+
+            <div className="grid grid-cols-1 lg:grid-cols-2 gap-8">
+                {/* Generate Section */}
+                <div>
+                    <h2 className="text-2xl font-semibold mb-4">Generate Recommendations</h2>
+                    <div className="bg-white shadow rounded-lg p-6">
+                        <p className="mb-4 text-gray-600">
+                            Select a user to generate a new daily recommendation.
+                        </p>
+                        <ul className="space-y-4">
+                            {users.map((user) => (
+                                <li key={user.id} className="flex items-center justify-between border-b pb-2">
+                                    <div>
+                                        <p className="font-medium">
+                                            {user.firstName} {user.lastName}
+                                        </p>
+                                        <p className="text-sm text-gray-500">{user.email}</p>
+                                    </div>
+                                    <button
+                                        onClick={() => handleGenerate(user.id)}
+                                        disabled={generating === user.id}
+                                        className="bg-blue-600 text-white px-4 py-2 rounded hover:bg-blue-700 disabled:opacity-50"
+                                    >
+                                        {generating === user.id ? "Generating..." : "Generate"}
+                                    </button>
+                                </li>
+                            ))}
+                            {users.length === 0 && (
+                                <p className="text-gray-500 italic">No users found.</p>
+                            )}
+                        </ul>
+                    </div>
+                </div>
+
+                {/* Pending Approvals Section */}
+                <div>
+                    <h2 className="text-2xl font-semibold mb-4">Pending Approvals</h2>
+                    <div className="bg-white shadow rounded-lg p-6">
+                        {pendingRecommendations.length === 0 ? (
+                            <p className="text-gray-500 italic">No pending recommendations.</p>
+                        ) : (
+                            <ul className="space-y-6">
+                                {pendingRecommendations.map((rec) => (
+                                    <li key={rec.id} className="border rounded p-4">
+                                        <div className="flex justify-between items-start mb-2">
+                                            <h3 className="font-bold">For: User {rec.userId}</h3>
+                                            <span className="text-xs text-gray-500">
+                                                {new Date(rec.createdAt).toLocaleDateString()}
+                                            </span>
+                                        </div>
+                                        <div className="space-y-2 text-sm mb-4">
+                                            <div>
+                                                <span className="font-semibold">Advice:</span> {rec.content}
+                                            </div>
+                                            <div>
+                                                <span className="font-semibold">Activity:</span> {rec.activityPlan}
+                                            </div>
+                                            <div>
+                                                <span className="font-semibold">Diet:</span> {rec.dietPlan}
+                                            </div>
+                                        </div>
+                                        <div className="flex space-x-2">
+                                            <button
+                                                onClick={() => handleEdit(rec)}
+                                                className="flex-1 bg-blue-500 text-white py-2 rounded hover:bg-blue-600"
+                                            >
+                                                Edit
+                                            </button>
+                                            <button
+                                                onClick={() => handleApprove(rec.id, "approved")}
+                                                className="flex-1 bg-green-600 text-white py-2 rounded hover:bg-green-700"
+                                            >
+                                                Approve
+                                            </button>
+                                            <button
+                                                onClick={() => handleApprove(rec.id, "rejected")}
+                                                className="flex-1 bg-red-600 text-white py-2 rounded hover:bg-red-700"
+                                            >
+                                                Reject
+                                            </button>
+                                        </div>
+                                    </li>
+                                ))}
+                            </ul>
+                        )}
+                    </div>
+                </div>
+            </div>
+        </div>
+    );
+}

apps/admin/src/components/Navigation.tsx

@@ -3,10 +3,10 @@
 import { type ReactElement } from "react";
 import Link from "next/link";
 import { usePathname } from "next/navigation";
-import { Home, Users, BarChart3, User } from "lucide-react";
+import { Home, Users, BarChart3, User, Brain } from "lucide-react";
 import { SignedIn, UserButton } from "@clerk/nextjs";
 import { cn } from "@/lib/utils";
-import { Button } from "@/components/ui/button";
+import { Button } from "@/components/ui/Button";
 
 interface NavItem {
   href: string;
@@ -25,6 +25,11 @@ const navItems: NavItem[] = [
     label: "Clients",
     icon: Users,
   },
+  {
+    href: "/recommendations",
+    label: "AI Recommendations",
+    icon: Brain,
+  },
   {
     href: "/analytics",
     label: "Analytics",
@@ -59,22 +64,20 @@ export function Navigation(): ReactElement {
           >
             {navItems.map((item) => (
               <li key={item.href}>
-                <Button
-                  asChild
-                  variant={pathname === item.href ? "default" : "ghost"}
-                  size="sm"
-                  className={cn(
-                    "h-9 px-4 py-2",
-                    pathname === item.href &&
+                <Link href={item.href} className="flex items-center gap-2">
+                  <Button
+                    variant={pathname === item.href ? "primary" : "secondary"}
+                    className={cn(
+                      "h-9 px-4 py-2",
+                      pathname === item.href &&
                       "bg-primary text-primary-foreground",
-                  )}
-                  aria-current={pathname === item.href ? "page" : undefined}
-                >
-                  <Link href={item.href} className="flex items-center gap-2">
+                    )}
+                    aria-current={pathname === item.href ? "page" : undefined}
+                  >
                     <item.icon className="h-4 w-4" />
                     <span>{item.label}</span>
-                  </Link>
-                </Button>
+                  </Button>
+                </Link>
               </li>
             ))}
           </ul>

apps/admin/src/components/analytics/AnalyticsDashboard.tsx

@@ -4,7 +4,7 @@ import { useState, useEffect } from 'react'
 import { UserGrowthChart } from '@/components/charts/UserGrowthChart'
 import { MembershipDistributionChart } from '@/components/charts/MembershipDistributionChart'
 import { RevenueChart } from '@/components/charts/RevenueChart'
-import { Card, CardHeader, CardContent } from '@/components/ui/Card'
+import { Card, CardHeader, CardContent } from '@/components/ui/card'
 
 interface ChartData {
   label: string
@@ -86,7 +86,7 @@ export function AnalyticsDashboard() {
             </div>
           </CardContent>
         </Card>
-        
+
         <Card>
           <CardContent>
             <div className="text-center">
@@ -95,7 +95,7 @@ export function AnalyticsDashboard() {
             </div>
           </CardContent>
         </Card>
-        
+
         <Card>
           <CardContent>
             <div className="text-center">

apps/admin/src/components/recommendations/generate-button.tsx

@@ -0,0 +1,44 @@
+"use client";
+
+import { useState } from "react";
+import { Loader2 } from "lucide-react";
+
+export function GenerateButton({ userId }: { userId: string }) {
+    const [loading, setLoading] = useState(false);
+
+    const handleGenerate = async () => {
+        setLoading(true);
+        try {
+            const res = await fetch("/api/recommendations/generate", {
+                method: "POST",
+                headers: { "Content-Type": "application/json" },
+                body: JSON.stringify({ userId }),
+            });
+
+            if (!res.ok) {
+                const error = await res.json();
+                alert(`Error: ${error.error}`);
+            } else {
+                alert("Recommendation generated successfully! Check Pending Approvals.");
+                // In a real app, we'd revalidate the path or update state
+                window.location.reload();
+            }
+        } catch (error) {
+            console.error(error);
+            alert("Failed to generate recommendation.");
+        } finally {
+            setLoading(false);
+        }
+    };
+
+    return (
+        <button
+            onClick={handleGenerate}
+            disabled={loading}
+            className="bg-blue-600 text-white px-4 py-2 rounded hover:bg-blue-700 disabled:opacity-50 flex items-center"
+        >
+            {loading && <Loader2 className="mr-2 h-4 w-4 animate-spin" />}
+            Generate
+        </button>
+    );
+}

apps/admin/src/components/recommendations/recommendation-list.tsx

@@ -0,0 +1,117 @@
+"use client";
+
+import { useState } from "react";
+import { Loader2, Check, X } from "lucide-react";
+
+type Recommendation = {
+    recommendation: {
+        id: string;
+        recommendationText: string;
+        activityPlan: string;
+        dietPlan: string;
+        createdAt: Date;
+    };
+    user: {
+        firstName: string;
+        lastName: string;
+    };
+};
+
+export function RecommendationList({
+    initialRecommendations,
+}: {
+    initialRecommendations: Recommendation[];
+}) {
+    const [recommendations, setRecommendations] = useState(initialRecommendations);
+    const [processingId, setProcessingId] = useState<string | null>(null);
+
+    const handleAction = async (id: string, status: "approved" | "rejected") => {
+        setProcessingId(id);
+        try {
+            const res = await fetch("/api/recommendations/approve", {
+                method: "POST",
+                headers: { "Content-Type": "application/json" },
+                body: JSON.stringify({
+                    recommendationId: id,
+                    status,
+                    approvedBy: "admin_placeholder", // In real app, get from auth context
+                }),
+            });
+
+            if (!res.ok) {
+                alert("Failed to update status");
+            } else {
+                setRecommendations((prev) =>
+                    prev.filter((item) => item.recommendation.id !== id)
+                );
+            }
+        } catch (error) {
+            console.error(error);
+            alert("Error processing request");
+        } finally {
+            setProcessingId(null);
+        }
+    };
+
+    if (recommendations.length === 0) {
+        return <p className="text-gray-500 italic">No pending recommendations.</p>;
+    }
+
+    return (
+        <ul className="space-y-6">
+            {recommendations.map(({ recommendation, user }) => (
+                <li key={recommendation.id} className="border rounded p-4">
+                    <div className="flex justify-between items-start mb-2">
+                        <h3 className="font-bold">
+                            For: {user.firstName} {user.lastName}
+                        </h3>
+                        <span className="text-xs text-gray-500">
+                            {new Date(recommendation.createdAt).toLocaleDateString()}
+                        </span>
+                    </div>
+                    <div className="space-y-2 text-sm mb-4">
+                        <div>
+                            <span className="font-semibold">Advice:</span>{" "}
+                            {recommendation.recommendationText}
+                        </div>
+                        <div>
+                            <span className="font-semibold">Activity:</span>{" "}
+                            {recommendation.activityPlan}
+                        </div>
+                        <div>
+                            <span className="font-semibold">Diet:</span> {recommendation.dietPlan}
+                        </div>
+                    </div>
+                    <div className="flex space-x-2">
+                        <button
+                            onClick={() => handleAction(recommendation.id, "approved")}
+                            disabled={processingId === recommendation.id}
+                            className="flex-1 bg-green-600 text-white py-2 rounded hover:bg-green-700 disabled:opacity-50 flex justify-center items-center"
+                        >
+                            {processingId === recommendation.id ? (
+                                <Loader2 className="h-4 w-4 animate-spin" />
+                            ) : (
+                                <>
+                                    <Check className="mr-2 h-4 w-4" /> Approve
+                                </>
+                            )}
+                        </button>
+                        <button
+                            onClick={() => handleAction(recommendation.id, "rejected")}
+                            disabled={processingId === recommendation.id}
+                            className="flex-1 bg-red-600 text-white py-2 rounded hover:bg-red-700 disabled:opacity-50 flex justify-center items-center"
+                        >
+                            {processingId === recommendation.id ? (
+                                <Loader2 className="h-4 w-4 animate-spin" />
+                            ) : (
+                                <>
+                                    <X className="mr-2 h-4 w-4" /> Reject
+                                </>
+                            )}
+                        </button>
+                    </div>
+                </li>
+            ))}
+        </ul>
+    );
+}

apps/admin/src/components/ui/Sidebar.tsx

@@ -2,27 +2,67 @@
 
 import Link from "next/link";
 import { usePathname } from "next/navigation";
+import { useEffect, useState } from "react";
 import {
     LayoutDashboard,
     Users,
     CalendarCheck,
     CreditCard,
     Settings,
-    LogOut
+    LogOut,
+    Brain,
 } from "lucide-react";
 import { UserButton, useUser } from "@clerk/nextjs";
 
-const menuItems = [
-    { icon: LayoutDashboard, label: "Dashboard", href: "/" },
-    { icon: Users, label: "Users", href: "/users" },
-    { icon: CalendarCheck, label: "Attendance", href: "/attendance" },
-    { icon: CreditCard, label: "Payments", href: "/payments" },
-    { icon: Settings, label: "Settings", href: "/settings" },
-];
+interface Recommendation {
+    id: string;
+    status: string;
+}
 
 export function Sidebar() {
     const pathname = usePathname();
     const { user } = useUser();
+    const [pendingCount, setPendingCount] = useState(0);
+
+    useEffect(() => {
+        const fetchPending = async () => {
+            try {
+                const res = await fetch("/api/recommendations");
+                if (res.ok) {
+                    const data = await res.json();
+                    const pending = (data.recommendations || []).filter(
+                        (r: Recommendation) => r.status === "pending"
+                    );
+                    setPendingCount(pending.length);
+                }
+            } catch (e) {
+                console.error("Failed to fetch pending recommendations", e);
+            }
+        };
+        fetchPending();
+    }, []);
+
+    const menuItems = [
+        { icon: LayoutDashboard, label: "Dashboard", href: "/" },
+        { icon: Users, label: "Users", href: "/users" },
+        {
+            icon: Brain,
+            label: (
+                <span className="flex items-center">
+                    AI Recommendations
+                    {pendingCount > 0 && (
+                        <span className="ml-2 inline-block bg-red-600 text-xs rounded-full px-2 py-0.5">
+                            {pendingCount}
+                        </span>
+                    )}
+                </span>
+            ),
+            href: "/recommendations",
+        },
+        { icon: CalendarCheck, label: "Attendance", href: "/attendance" },
+        { icon: CreditCard, label: "Payments", href: "/payments" },
+        { icon: Settings, label: "Settings", href: "/settings" },
+    ];
 
     return (
         <aside className="w-64 bg-slate-900 text-white h-screen fixed left-0 top-0 flex flex-col border-r border-slate-800">
@@ -36,18 +76,17 @@ export function Sidebar() {
                 {menuItems.map((item) => {
                     const Icon = item.icon;
                     const isActive = pathname === item.href;
-
+                    const label = typeof item.label === "string" ? item.label : item.label;
                     return (
                         <Link
                             key={item.href}
                             href={item.href}
                             className={`flex items-center gap-3 px-4 py-3 rounded-lg transition-all duration-200 group ${isActive
-                                    ? "bg-blue-600 text-white shadow-lg shadow-blue-900/20"
-                                    : "text-slate-400 hover:bg-slate-800 hover:text-white"
-                                }`}
+                                ? "bg-blue-600 text-white shadow-lg shadow-blue-900/20"
+                                : "text-slate-400 hover:bg-slate-800 hover:text-white"}`}
                         >
                             <Icon size={20} className={isActive ? "text-white" : "text-slate-500 group-hover:text-white"} />
-                            <span className="font-medium">{item.label}</span>
+                            <span className="font-medium">{label}</span>
                         </Link>
                     );
                 })}

apps/admin/src/components/users/Recommendations.tsx

@@ -7,9 +7,11 @@ import { Card, CardHeader, CardContent } from "@/components/ui/card";
 interface Recommendation {
     id: string;
     userId: string;
-    type: "short_term" | "medium_term" | "long_term";
+    type: "short_term" | "medium_term" | "long_term" | "ai_plan";
     content: string;
-    status: "pending" | "completed";
+    activityPlan?: string;
+    dietPlan?: string;
+    status: "pending" | "completed" | "approved" | "rejected";
     createdAt: string;
 }
 
@@ -68,15 +70,8 @@ export function Recommendations({ userId }: RecommendationsProps) {
         }
     };
 
-    const handleDelete = async (id: string) => {
-        if (!confirm("Are you sure?")) return;
-        // Note: Delete API not implemented in route.ts yet, but good to have UI ready or we can add it.
-        // For now, let's assume we might add it or just omit.
-        // Actually, I didn't add DELETE to route.ts. Let's skip for now.
-        alert("Delete functionality not available yet.");
-    };
-
     const groupedRecs = {
+        ai_plan: recommendations.filter((r) => r.type === "ai_plan"),
         short_term: recommendations.filter((r) => r.type === "short_term"),
         medium_term: recommendations.filter((r) => r.type === "medium_term"),
         long_term: recommendations.filter((r) => r.type === "long_term"),
@@ -84,7 +79,7 @@ export function Recommendations({ userId }: RecommendationsProps) {
 
     const renderSection = (
         title: string,
-        type: "short_term" | "medium_term" | "long_term",
+        type: "short_term" | "medium_term" | "long_term" | "ai_plan",
         items: Recommendation[]
     ) => (
         <div className="mb-6">
@@ -96,58 +91,66 @@ export function Recommendations({ userId }: RecommendationsProps) {
                 {items.map((rec) => (
                     <div
                         key={rec.id}
-                        className={`p-3 rounded border flex justify-between items-start ${rec.status === "completed"
+                        className={`p-3 rounded border flex justify-between items-start ${rec.status === "completed" || rec.status === "approved"
                             ? "bg-green-50 border-green-200"
                             : "bg-white border-gray-200"
                             }`}
                     >
-                        <div>
-                            <p className="text-sm">{rec.content}</p>
-                            <p className="text-xs text-gray-400 mt-1">
+                        <div className="w-full">
+                            <p className="text-sm font-medium">{rec.content}</p>
+                            {rec.type === 'ai_plan' && (
+                                <div className="mt-2 text-xs text-gray-600 space-y-1">
+                                    {rec.activityPlan && <p><span className="font-semibold">Activity:</span> {rec.activityPlan}</p>}
+                                    {rec.dietPlan && <p><span className="font-semibold">Diet:</span> {rec.dietPlan}</p>}
+                                </div>
+                            )}
+                            <p className="text-xs text-gray-400 mt-2">
                                 {new Date(rec.createdAt).toLocaleDateString()} -{" "}
                                 <span
                                     className={
-                                        rec.status === "completed"
+                                        rec.status === "completed" || rec.status === "approved"
                                             ? "text-green-600 font-medium"
                                             : "text-yellow-600"
                                     }
                                 >
-                                    {rec.status === "completed" ? "Completed" : "Pending"}
+                                    {rec.status === "completed" ? "Completed" : rec.status === "approved" ? "Approved" : "Pending"}
                                 </span>
                             </p>
                         </div>
                     </div>
                 ))}
             </div>
-            <form onSubmit={handleAddRecommendation} className="mt-3 flex gap-2">
-                <input
-                    type="hidden"
-                    value={type}
-                    onChange={() => setNewRec({ ...newRec, type })}
-                />
-                {newRec.type === type && (
-                    <>
-                        <input
-                            type="text"
-                            placeholder={`Add ${title.toLowerCase()}...`}
-                            className="flex-1 border rounded px-3 py-1 text-sm"
-                            value={newRec.content}
-                            onChange={(e) =>
-                                setNewRec({ ...newRec, content: e.target.value })
-                            }
-                            required
-                        />
-                        <Button type="submit" variant="secondary">
-                            Add
+            {type !== 'ai_plan' && (
+                <form onSubmit={handleAddRecommendation} className="mt-3 flex gap-2">
+                    <input
+                        type="hidden"
+                        value={type}
+                        onChange={() => setNewRec({ ...newRec, type: type as any })}
+                    />
+                    {newRec.type === type && (
+                        <>
+                            <input
+                                type="text"
+                                placeholder={`Add ${title.toLowerCase()}...`}
+                                className="flex-1 border rounded px-3 py-1 text-sm"
+                                value={newRec.content}
+                                onChange={(e) =>
+                                    setNewRec({ ...newRec, content: e.target.value })
+                                }
+                                required
+                            />
+                            <Button type="submit" variant="secondary">
+                                Add
+                            </Button>
+                        </>
+                    )}
+                    {newRec.type !== type && (
+                        <Button type="button" variant="secondary" onClick={() => setNewRec({ type: type as any, content: "" })} className="text-xs text-gray-500">
+                            + Add New
                         </Button>
-                    </>
-                )}
-                {newRec.type !== type && (
-                    <Button type="button" variant="secondary" onClick={() => setNewRec({ type, content: "" })} className="text-xs text-gray-500">
-                        + Add New
-                    </Button>
-                )}
-            </form>
+                    )}
+                </form>
+            )}
         </div>
     );
 
@@ -159,7 +162,8 @@ export function Recommendations({ userId }: RecommendationsProps) {
                 <h3 className="text-xl font-bold">Fitness Recommendations</h3>
             </CardHeader>
             <CardContent>
-                <div className="grid grid-cols-1 md:grid-cols-3 gap-6">
+                <div className="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-4 gap-6">
+                    {renderSection("Daily AI Plan", "ai_plan", groupedRecs.ai_plan)}
                     {renderSection("Short Term Goals", "short_term", groupedRecs.short_term)}
                     {renderSection("Medium Term Goals", "medium_term", groupedRecs.medium_term)}
                     {renderSection("Long Term Goals", "long_term", groupedRecs.long_term)}

apps/admin/src/lib/database/sqlite.ts

@@ -121,16 +121,24 @@ export class SQLiteDatabase implements IDatabase {
     `)
 
     // Recommendations table
+    // Removed DROP TABLE to persist data. Schema is now stable.
+    // this.db.exec(`DROP TABLE IF EXISTS recommendations`)
+
     this.db.exec(`
       CREATE TABLE IF NOT EXISTS recommendations (
         id TEXT PRIMARY KEY,
         userId TEXT NOT NULL,
-        type TEXT NOT NULL CHECK (type IN ('short_term', 'medium_term', 'long_term')),
+        fitnessProfileId TEXT,
+        type TEXT NOT NULL,
         content TEXT NOT NULL,
-        status TEXT NOT NULL CHECK (status IN ('pending', 'completed')),
+        activityPlan TEXT,
+        dietPlan TEXT,
+        status TEXT NOT NULL CHECK (status IN ('pending', 'approved', 'rejected', 'completed')),
         createdAt DATETIME NOT NULL,
-        updatedAt DATETIME NOT NULL,
-        FOREIGN KEY (userId) REFERENCES users (id) ON DELETE CASCADE
+        approvedAt DATETIME,
+        approvedBy TEXT,
+        FOREIGN KEY (userId) REFERENCES users (id) ON DELETE CASCADE,
+        FOREIGN KEY (fitnessProfileId) REFERENCES fitness_profiles (userId)
       )
     `)
 
@@ -145,7 +153,9 @@ export class SQLiteDatabase implements IDatabase {
   }
 
   // User operations
-  async createUser(userData: Omit<User, 'createdAt' | 'updatedAt'>): Promise<User> {
+  async createUser(
+    userData: Omit<User, "createdAt" | "updatedAt" | "id"> & { id?: string },
+  ): Promise<User> {
     if (!this.db) throw new Error('Database not connected')
 
     const id = userData.id || Math.random().toString(36).substr(2, 9)
@@ -509,25 +519,29 @@ export class SQLiteDatabase implements IDatabase {
   }
 
   // Recommendation operations
-  async createRecommendation(data: Omit<Recommendation, 'createdAt' | 'updatedAt'>): Promise<Recommendation> {
+  async createRecommendation(data: Omit<Recommendation, 'createdAt' | 'approvedAt' | 'approvedBy'>): Promise<Recommendation> {
     if (!this.db) throw new Error('Database not connected')
 
     const now = new Date()
     const recommendation: Recommendation = {
       ...data,
       createdAt: now,
-      updatedAt: now
+      status: data.status || 'pending'
     }
 
     const stmt = this.db.prepare(
-      `INSERT INTO recommendations (id, userId, type, content, status, createdAt, updatedAt)
-       VALUES (?, ?, ?, ?, ?, ?, ?)`
+      `INSERT INTO recommendations (
+        id, userId, fitnessProfileId, type, content,
+        activityPlan, dietPlan, status, createdAt
+      )
+       VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?)`
     )
 
     stmt.run(
-      recommendation.id, recommendation.userId, recommendation.type,
-      recommendation.content, recommendation.status,
-      recommendation.createdAt.toISOString(), recommendation.updatedAt.toISOString()
+      recommendation.id, recommendation.userId, recommendation.fitnessProfileId,
+      recommendation.type, recommendation.content, recommendation.activityPlan,
+      recommendation.dietPlan, recommendation.status,
+      recommendation.createdAt.toISOString()
     )
 
     return recommendation
@@ -542,6 +556,15 @@ export class SQLiteDatabase implements IDatabase {
     return rows.map(row => this.mapRowToRecommendation(row))
   }
 
+  async getAllRecommendations(): Promise<Recommendation[]> {
+    if (!this.db) throw new Error('Database not connected')
+
+    const stmt = this.db.prepare('SELECT * FROM recommendations ORDER BY createdAt DESC')
+    const rows = stmt.all()
+
+    return rows.map(row => this.mapRowToRecommendation(row))
+  }
+
   async updateRecommendation(id: string, updates: Partial<Recommendation>): Promise<Recommendation | null> {
     if (!this.db) throw new Error('Database not connected')
 
@@ -553,11 +576,13 @@ export class SQLiteDatabase implements IDatabase {
     }
 
     const setClause = fields.map(field => `${field} = ?`).join(', ')
-    const values = fields.map(field => (updates as any)[field])
-    values.push(new Date().toISOString()) // updatedAt
+    const values = fields.map(field => {
+      const val = (updates as any)[field]
+      return val instanceof Date ? val.toISOString() : val
+    })
     values.push(id)
 
-    const stmt = this.db.prepare(`UPDATE recommendations SET ${setClause}, updatedAt = ? WHERE id = ?`)
+    const stmt = this.db.prepare(`UPDATE recommendations SET ${setClause} WHERE id = ?`)
     stmt.run(values)
 
     const getStmt = this.db.prepare('SELECT * FROM recommendations WHERE id = ?')
@@ -577,11 +602,15 @@ export class SQLiteDatabase implements IDatabase {
     return {
       id: row.id,
       userId: row.userId,
+      fitnessProfileId: row.fitnessProfileId,
       type: row.type,
       content: row.content,
+      activityPlan: row.activityPlan,
+      dietPlan: row.dietPlan,
       status: row.status,
       createdAt: new Date(row.createdAt),
-      updatedAt: new Date(row.updatedAt)
+      approvedAt: row.approvedAt ? new Date(row.approvedAt) : undefined,
+      approvedBy: row.approvedBy
     }
   }
 

apps/admin/src/lib/database/types.ts

@@ -50,11 +50,15 @@ export interface Attendance {
 export interface Recommendation {
   id: string;
   userId: string;
-  type: "short_term" | "medium_term" | "long_term";
+  fitnessProfileId?: string;
+  type: "short_term" | "medium_term" | "long_term" | "ai_plan";
   content: string;
-  status: "pending" | "completed";
+  activityPlan?: string;
+  dietPlan?: string;
+  status: "pending" | "approved" | "rejected" | "completed";
   createdAt: Date;
-  updatedAt: Date;
+  approvedAt?: Date;
+  approvedBy?: string;
 }
 
 // Database Interface - allows us to swap implementations
@@ -64,7 +68,9 @@ export interface IDatabase {
   disconnect(): Promise<void>;
 
   // User operations
-  createUser(user: Omit<User, "createdAt" | "updatedAt">): Promise<User>;
+  createUser(
+    user: Omit<User, "createdAt" | "updatedAt" | "id"> & { id?: string },
+  ): Promise<User>;
   getUserById(id: string): Promise<User | null>;
   getUserByEmail(email: string): Promise<User | null>;
   getAllUsers(): Promise<User[]>;
@@ -105,9 +111,10 @@ export interface IDatabase {
 
   // Recommendation operations
   createRecommendation(
-    recommendation: Omit<Recommendation, "createdAt" | "updatedAt">,
+    recommendation: Omit<Recommendation, "createdAt" | "approvedAt" | "approvedBy">,
   ): Promise<Recommendation>;
   getRecommendationsByUserId(userId: string): Promise<Recommendation[]>;
+  getAllRecommendations(): Promise<Recommendation[]>;
   updateRecommendation(
     id: string,
     updates: Partial<Recommendation>,

apps/mobile/src/app/(tabs)/recommendations.tsx

@@ -0,0 +1,201 @@
+import { useEffect, useState } from "react";
+import { View, Text, FlatList, ActivityIndicator, StyleSheet, RefreshControl } from "react-native";
+import { useAuth } from "@clerk/clerk-expo";
+import { API_BASE_URL, API_ENDPOINTS } from "../../config/api";
+
+interface Recommendation {
+    id: string;
+    userId: string;
+    content: string;
+    activityPlan?: string;
+    dietPlan?: string;
+    status: string;
+    createdAt: string;
+}
+
+export default function RecommendationsScreen() {
+    const { getToken, userId } = useAuth();
+    const [recommendations, setRecommendations] = useState<Recommendation[]>([]);
+    const [loading, setLoading] = useState(true);
+    const [refreshing, setRefreshing] = useState(false);
+
+    const fetchRecommendations = async () => {
+        try {
+            if (!userId) {
+                console.error('No userId available');
+                return;
+            }
+
+            const token = await getToken();
+            const headers: Record<string, string> = {
+                'Content-Type': 'application/json',
+            };
+
+            if (token) {
+                headers['Authorization'] = `Bearer ${token}`;
+            }
+
+            const url = `${API_BASE_URL}${API_ENDPOINTS.RECOMMENDATIONS}?userId=${userId}`;
+            console.log('Fetching recommendations from:', url);
+
+            const res = await fetch(url, { headers });
+
+            if (!res.ok) {
+                const errorText = await res.text();
+                console.error('API Error:', res.status, errorText);
+                throw new Error(`Network response was not ok: ${res.status}`);
+            }
+
+            const data = await res.json();
+            console.log('Recommendations data:', data);
+            setRecommendations(data.recommendations || data || []);
+        } catch (e) {
+            console.error('Failed to load recommendations', e);
+        } finally {
+            setLoading(false);
+            setRefreshing(false);
+        }
+    };
+
+    useEffect(() => {
+        fetchRecommendations();
+    }, []);
+
+    const onRefresh = () => {
+        setRefreshing(true);
+        fetchRecommendations();
+    };
+
+    if (loading) {
+        return (
+            <View style={styles.centered}>
+                <ActivityIndicator size="large" color="#000" />
+            </View>
+        );
+    }
+
+    return (
+        <View style={styles.container}>
+            <Text style={styles.header}>AI Recommendations</Text>
+            <FlatList
+                data={recommendations}
+                keyExtractor={(item) => item.id}
+                refreshControl={<RefreshControl refreshing={refreshing} onRefresh={onRefresh} />}
+                ListEmptyComponent={
+                    <View style={styles.emptyContainer}>
+                        <Text style={styles.empty}>No recommendations available yet.</Text>
+                        <Text style={styles.emptySub}>Pull down to refresh</Text>
+                    </View>
+                }
+                renderItem={({ item }) => (
+                    <View style={styles.card}>
+                        <View style={styles.cardHeader}>
+                            <Text style={styles.status}>{item.status.toUpperCase()}</Text>
+                            <Text style={styles.date}>{new Date(item.createdAt).toLocaleDateString()}</Text>
+                        </View>
+
+                        <Text style={styles.sectionTitle}>Daily Advice</Text>
+                        <Text style={styles.content}>{item.content}</Text>
+
+                        {item.activityPlan && (
+                            <>
+                                <Text style={styles.sectionTitle}>Activity Plan</Text>
+                                <Text style={styles.content}>{item.activityPlan}</Text>
+                            </>
+                        )}
+
+                        {item.dietPlan && (
+                            <>
+                                <Text style={styles.sectionTitle}>Diet Plan</Text>
+                                <Text style={styles.content}>{item.dietPlan}</Text>
+                            </>
+                        )}
+                    </View>
+                )}
+            />
+        </View>
+    );
+}
+
+const styles = StyleSheet.create({
+    container: {
+        flex: 1,
+        backgroundColor: '#f5f5f5',
+    },
+    header: {
+        fontSize: 28,
+        fontWeight: 'bold',
+        padding: 20,
+        paddingBottom: 12,
+        color: '#1a1a1a',
+    },
+    centered: {
+        flex: 1,
+        justifyContent: 'center',
+        alignItems: 'center',
+        backgroundColor: '#f5f5f5',
+    },
+    card: {
+        backgroundColor: '#fff',
+        padding: 16,
+        marginHorizontal: 16,
+        marginBottom: 12,
+        borderRadius: 12,
+        shadowColor: '#000',
+        shadowOpacity: 0.1,
+        shadowRadius: 4,
+        shadowOffset: { width: 0, height: 2 },
+        elevation: 3,
+    },
+    cardHeader: {
+        flexDirection: 'row',
+        justifyContent: 'space-between',
+        alignItems: 'center',
+        marginBottom: 12,
+        paddingBottom: 12,
+        borderBottomWidth: 1,
+        borderBottomColor: '#e0e0e0',
+    },
+    status: {
+        fontSize: 12,
+        fontWeight: '600',
+        color: '#2e7d32',
+        backgroundColor: '#e8f5e9',
+        paddingHorizontal: 8,
+        paddingVertical: 4,
+        borderRadius: 4,
+    },
+    date: {
+        fontSize: 12,
+        color: '#666',
+    },
+    sectionTitle: {
+        fontSize: 14,
+        fontWeight: '600',
+        color: '#1a1a1a',
+        marginTop: 12,
+        marginBottom: 6,
+    },
+    content: {
+        fontSize: 14,
+        color: '#333',
+        lineHeight: 20,
+    },
+    emptyContainer: {
+        alignItems: 'center',
+        justifyContent: 'center',
+        paddingVertical: 60,
+    },
+    empty: {
+        textAlign: 'center',
+        fontSize: 16,
+        color: '#666',
+        fontWeight: '500',
+    },
+    emptySub: {
+        textAlign: 'center',
+        fontSize: 14,
+        color: '#999',
+        marginTop: 8,
+    },
+});

apps/mobile/src/config/api.ts

@@ -1,5 +1,5 @@
 export const API_BASE_URL = __DEV__
-  ? 'https://f0a9b87c3831.ngrok-free.app'
+  ? 'https://0ccbc9f6f846.ngrok-free.app'
   : 'https://your-production-url.com'
 
 export const API_ENDPOINTS = {

packages/database/src/index.ts

@@ -5,4 +5,5 @@ import * as schema from './schema'
 const sqlite = new Database('./fitai.db')
 export const db = drizzle(sqlite, { schema })
 
-export * from './schema'
+export * from './schema'
+export { eq, and, or, desc, asc } from 'drizzle-orm'

packages/database/src/schema.ts

@@ -145,6 +145,35 @@ export const fitnessProfiles = sqliteTable("fitness_profiles", {
     .$defaultFn(() => new Date()),
 });
 
+export const recommendations = sqliteTable("recommendations", {
+  id: text("id").primaryKey(),
+  userId: text("user_id")
+    .notNull()
+    .references(() => users.id, { onDelete: "cascade" }),
+  fitnessProfileId: text("fitness_profile_id")
+    .notNull()
+    .references(() => fitnessProfiles.id, { onDelete: "cascade" }),
+  recommendationText: text("recommendation_text").notNull(),
+  activityPlan: text("activity_plan").notNull(),
+  dietPlan: text("diet_plan").notNull(),
+  status: text("status", {
+    enum: ["pending", "approved", "rejected"],
+  })
+    .notNull()
+    .default("pending"),
+  generatedAt: integer("generated_at", { mode: "timestamp" })
+    .notNull()
+    .$defaultFn(() => new Date()),
+  approvedAt: integer("approved_at", { mode: "timestamp" }),
+  approvedBy: text("approved_by"), // User ID of admin/trainer
+  createdAt: integer("created_at", { mode: "timestamp" })
+    .notNull()
+    .$defaultFn(() => new Date()),
+  updatedAt: integer("updated_at", { mode: "timestamp" })
+    .notNull()
+    .$defaultFn(() => new Date()),
+});
+
 export type User = typeof users.$inferSelect;
 export type NewUser = typeof users.$inferInsert;
 export type Client = typeof clients.$inferSelect;
@@ -157,3 +186,5 @@ export type Notification = typeof notifications.$inferSelect;
 export type NewNotification = typeof notifications.$inferInsert;
 export type FitnessProfile = typeof fitnessProfiles.$inferSelect;
 export type NewFitnessProfile = typeof fitnessProfiles.$inferInsert;
+export type Recommendation = typeof recommendations.$inferSelect;
+export type NewRecommendation = typeof recommendations.$inferInsert;