diff --git a/next.config.mjs b/next.config.mjs
index 4678774..a137d2f 100644
--- a/next.config.mjs
+++ b/next.config.mjs
@@ -1,4 +1,4 @@
 /** @type {import('next').NextConfig} */
-const nextConfig = {};
+const nextConfig = {"presets": ["next/babel"]};
 
 export default nextConfig;
diff --git a/package-lock.json b/package-lock.json
index e07350d..c5d0671 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -8,7 +8,8 @@
       "name": "glamour-saver",
       "version": "0.1.0",
       "dependencies": {
-        "next": "14.2.3",
+        "axios": "^1.6.8",
+        "next": "^14.2.4",
         "react": "^18",
         "react-dom": "^18"
       },
@@ -229,9 +230,9 @@
       }
     },
     "node_modules/@next/env": {
-      "version": "14.2.3",
-      "resolved": "https://registry.npmjs.org/@next/env/-/env-14.2.3.tgz",
-      "integrity": "sha512-W7fd7IbkfmeeY2gXrzJYDx8D2lWKbVoTIj1o1ScPHNzvp30s1AuoEFSdr39bC5sjxJaxTtq3OTCZboNp0lNWHA=="
+      "version": "14.2.4",
+      "resolved": "https://registry.npmjs.org/@next/env/-/env-14.2.4.tgz",
+      "integrity": "sha512-3EtkY5VDkuV2+lNmKlbkibIJxcO4oIHEhBWne6PaAp+76J9KoSsGvNikp6ivzAT8dhhBMYrm6op2pS1ApG0Hzg=="
     },
     "node_modules/@next/eslint-plugin-next": {
       "version": "14.2.3",
@@ -243,9 +244,9 @@
       }
     },
     "node_modules/@next/swc-darwin-arm64": {
-      "version": "14.2.3",
-      "resolved": "https://registry.npmjs.org/@next/swc-darwin-arm64/-/swc-darwin-arm64-14.2.3.tgz",
-      "integrity": "sha512-3pEYo/RaGqPP0YzwnlmPN2puaF2WMLM3apt5jLW2fFdXD9+pqcoTzRk+iZsf8ta7+quAe4Q6Ms0nR0SFGFdS1A==",
+      "version": "14.2.4",
+      "resolved": "https://registry.npmjs.org/@next/swc-darwin-arm64/-/swc-darwin-arm64-14.2.4.tgz",
+      "integrity": "sha512-AH3mO4JlFUqsYcwFUHb1wAKlebHU/Hv2u2kb1pAuRanDZ7pD/A/KPD98RHZmwsJpdHQwfEc/06mgpSzwrJYnNg==",
       "cpu": [
         "arm64"
       ],
@@ -258,9 +259,9 @@
       }
     },
     "node_modules/@next/swc-darwin-x64": {
-      "version": "14.2.3",
-      "resolved": "https://registry.npmjs.org/@next/swc-darwin-x64/-/swc-darwin-x64-14.2.3.tgz",
-      "integrity": "sha512-6adp7waE6P1TYFSXpY366xwsOnEXM+y1kgRpjSRVI2CBDOcbRjsJ67Z6EgKIqWIue52d2q/Mx8g9MszARj8IEA==",
+      "version": "14.2.4",
+      "resolved": "https://registry.npmjs.org/@next/swc-darwin-x64/-/swc-darwin-x64-14.2.4.tgz",
+      "integrity": "sha512-QVadW73sWIO6E2VroyUjuAxhWLZWEpiFqHdZdoQ/AMpN9YWGuHV8t2rChr0ahy+irKX5mlDU7OY68k3n4tAZTg==",
       "cpu": [
         "x64"
       ],
@@ -273,9 +274,9 @@
       }
     },
     "node_modules/@next/swc-linux-arm64-gnu": {
-      "version": "14.2.3",
-      "resolved": "https://registry.npmjs.org/@next/swc-linux-arm64-gnu/-/swc-linux-arm64-gnu-14.2.3.tgz",
-      "integrity": "sha512-cuzCE/1G0ZSnTAHJPUT1rPgQx1w5tzSX7POXSLaS7w2nIUJUD+e25QoXD/hMfxbsT9rslEXugWypJMILBj/QsA==",
+      "version": "14.2.4",
+      "resolved": "https://registry.npmjs.org/@next/swc-linux-arm64-gnu/-/swc-linux-arm64-gnu-14.2.4.tgz",
+      "integrity": "sha512-KT6GUrb3oyCfcfJ+WliXuJnD6pCpZiosx2X3k66HLR+DMoilRb76LpWPGb4tZprawTtcnyrv75ElD6VncVamUQ==",
       "cpu": [
         "arm64"
       ],
@@ -288,9 +289,9 @@
       }
     },
     "node_modules/@next/swc-linux-arm64-musl": {
-      "version": "14.2.3",
-      "resolved": "https://registry.npmjs.org/@next/swc-linux-arm64-musl/-/swc-linux-arm64-musl-14.2.3.tgz",
-      "integrity": "sha512-0D4/oMM2Y9Ta3nGuCcQN8jjJjmDPYpHX9OJzqk42NZGJocU2MqhBq5tWkJrUQOQY9N+In9xOdymzapM09GeiZw==",
+      "version": "14.2.4",
+      "resolved": "https://registry.npmjs.org/@next/swc-linux-arm64-musl/-/swc-linux-arm64-musl-14.2.4.tgz",
+      "integrity": "sha512-Alv8/XGSs/ytwQcbCHwze1HmiIkIVhDHYLjczSVrf0Wi2MvKn/blt7+S6FJitj3yTlMwMxII1gIJ9WepI4aZ/A==",
       "cpu": [
         "arm64"
       ],
@@ -303,9 +304,9 @@
       }
     },
     "node_modules/@next/swc-linux-x64-gnu": {
-      "version": "14.2.3",
-      "resolved": "https://registry.npmjs.org/@next/swc-linux-x64-gnu/-/swc-linux-x64-gnu-14.2.3.tgz",
-      "integrity": "sha512-ENPiNnBNDInBLyUU5ii8PMQh+4XLr4pG51tOp6aJ9xqFQ2iRI6IH0Ds2yJkAzNV1CfyagcyzPfROMViS2wOZ9w==",
+      "version": "14.2.4",
+      "resolved": "https://registry.npmjs.org/@next/swc-linux-x64-gnu/-/swc-linux-x64-gnu-14.2.4.tgz",
+      "integrity": "sha512-ze0ShQDBPCqxLImzw4sCdfnB3lRmN3qGMB2GWDRlq5Wqy4G36pxtNOo2usu/Nm9+V2Rh/QQnrRc2l94kYFXO6Q==",
       "cpu": [
         "x64"
       ],
@@ -318,9 +319,9 @@
       }
     },
     "node_modules/@next/swc-linux-x64-musl": {
-      "version": "14.2.3",
-      "resolved": "https://registry.npmjs.org/@next/swc-linux-x64-musl/-/swc-linux-x64-musl-14.2.3.tgz",
-      "integrity": "sha512-BTAbq0LnCbF5MtoM7I/9UeUu/8ZBY0i8SFjUMCbPDOLv+un67e2JgyN4pmgfXBwy/I+RHu8q+k+MCkDN6P9ViQ==",
+      "version": "14.2.4",
+      "resolved": "https://registry.npmjs.org/@next/swc-linux-x64-musl/-/swc-linux-x64-musl-14.2.4.tgz",
+      "integrity": "sha512-8dwC0UJoc6fC7PX70csdaznVMNr16hQrTDAMPvLPloazlcaWfdPogq+UpZX6Drqb1OBlwowz8iG7WR0Tzk/diQ==",
       "cpu": [
         "x64"
       ],
@@ -333,9 +334,9 @@
       }
     },
     "node_modules/@next/swc-win32-arm64-msvc": {
-      "version": "14.2.3",
-      "resolved": "https://registry.npmjs.org/@next/swc-win32-arm64-msvc/-/swc-win32-arm64-msvc-14.2.3.tgz",
-      "integrity": "sha512-AEHIw/dhAMLNFJFJIJIyOFDzrzI5bAjI9J26gbO5xhAKHYTZ9Or04BesFPXiAYXDNdrwTP2dQceYA4dL1geu8A==",
+      "version": "14.2.4",
+      "resolved": "https://registry.npmjs.org/@next/swc-win32-arm64-msvc/-/swc-win32-arm64-msvc-14.2.4.tgz",
+      "integrity": "sha512-jxyg67NbEWkDyvM+O8UDbPAyYRZqGLQDTPwvrBBeOSyVWW/jFQkQKQ70JDqDSYg1ZDdl+E3nkbFbq8xM8E9x8A==",
       "cpu": [
         "arm64"
       ],
@@ -348,9 +349,9 @@
       }
     },
     "node_modules/@next/swc-win32-ia32-msvc": {
-      "version": "14.2.3",
-      "resolved": "https://registry.npmjs.org/@next/swc-win32-ia32-msvc/-/swc-win32-ia32-msvc-14.2.3.tgz",
-      "integrity": "sha512-vga40n1q6aYb0CLrM+eEmisfKCR45ixQYXuBXxOOmmoV8sYST9k7E3US32FsY+CkkF7NtzdcebiFT4CHuMSyZw==",
+      "version": "14.2.4",
+      "resolved": "https://registry.npmjs.org/@next/swc-win32-ia32-msvc/-/swc-win32-ia32-msvc-14.2.4.tgz",
+      "integrity": "sha512-twrmN753hjXRdcrZmZttb/m5xaCBFa48Dt3FbeEItpJArxriYDunWxJn+QFXdJ3hPkm4u7CKxncVvnmgQMY1ag==",
       "cpu": [
         "ia32"
       ],
@@ -363,9 +364,9 @@
       }
     },
     "node_modules/@next/swc-win32-x64-msvc": {
-      "version": "14.2.3",
-      "resolved": "https://registry.npmjs.org/@next/swc-win32-x64-msvc/-/swc-win32-x64-msvc-14.2.3.tgz",
-      "integrity": "sha512-Q1/zm43RWynxrO7lW4ehciQVj+5ePBhOK+/K2P7pLFX3JaJ/IZVC69SHidrmZSOkqz7ECIOhhy7XhAFG4JYyHA==",
+      "version": "14.2.4",
+      "resolved": "https://registry.npmjs.org/@next/swc-win32-x64-msvc/-/swc-win32-x64-msvc-14.2.4.tgz",
+      "integrity": "sha512-tkLrjBzqFTP8DVrAAQmZelEahfR9OxWpFR++vAI9FBhCiIxtwHwBHC23SBHCTURBtwB4kc/x44imVOnkKGNVGg==",
       "cpu": [
         "x64"
       ],
@@ -890,6 +891,11 @@
       "integrity": "sha512-OH/2E5Fg20h2aPrbe+QL8JZQFko0YZaF+j4mnQ7BGhfavO7OpSLa8a0y9sBwomHdSbkhTS8TQNayBfnW5DwbvQ==",
       "dev": true
     },
+    "node_modules/asynckit": {
+      "version": "0.4.0",
+      "resolved": "https://registry.npmjs.org/asynckit/-/asynckit-0.4.0.tgz",
+      "integrity": "sha512-Oei9OH4tRh0YqU3GxhX79dM/mwVgvbZJaSNaRk+bshkj0S5cfHcgYakreBjrHwatXKbz+IoIdYLxrKim2MjW0Q=="
+    },
     "node_modules/available-typed-arrays": {
       "version": "1.0.7",
       "resolved": "https://registry.npmjs.org/available-typed-arrays/-/available-typed-arrays-1.0.7.tgz",
@@ -914,6 +920,16 @@
         "node": ">=4"
       }
     },
+    "node_modules/axios": {
+      "version": "1.7.2",
+      "resolved": "https://registry.npmjs.org/axios/-/axios-1.7.2.tgz",
+      "integrity": "sha512-2A8QhOMrbomlDuiLeK9XibIBzuHeRcqqNOHp0Cyp5EoJ1IFDh+XZH3A6BkXtv0K4gFGCI0Y4BM7B1wOEi0Rmgw==",
+      "dependencies": {
+        "follow-redirects": "^1.15.6",
+        "form-data": "^4.0.0",
+        "proxy-from-env": "^1.1.0"
+      }
+    },
     "node_modules/axobject-query": {
       "version": "3.2.1",
       "resolved": "https://registry.npmjs.org/axobject-query/-/axobject-query-3.2.1.tgz",
@@ -1105,6 +1121,17 @@
       "integrity": "sha512-dOy+3AuW3a2wNbZHIuMZpTcgjGuLU/uBL/ubcZF9OXbDo8ff4O8yVp5Bf0efS8uEoYo5q4Fx7dY9OgQGXgAsQA==",
       "dev": true
     },
+    "node_modules/combined-stream": {
+      "version": "1.0.8",
+      "resolved": "https://registry.npmjs.org/combined-stream/-/combined-stream-1.0.8.tgz",
+      "integrity": "sha512-FQN4MRfuJeHf7cBbBMJFXhKSDq+2kAArBlmRBvcvFE5BB1HZKXtSFASDhdlz9zOYwxh8lDdnvmMOe/+5cdoEdg==",
+      "dependencies": {
+        "delayed-stream": "~1.0.0"
+      },
+      "engines": {
+        "node": ">= 0.8"
+      }
+    },
     "node_modules/commander": {
       "version": "4.1.1",
       "resolved": "https://registry.npmjs.org/commander/-/commander-4.1.1.tgz",
@@ -1266,6 +1293,14 @@
         "url": "https://github.com/sponsors/ljharb"
       }
     },
+    "node_modules/delayed-stream": {
+      "version": "1.0.0",
+      "resolved": "https://registry.npmjs.org/delayed-stream/-/delayed-stream-1.0.0.tgz",
+      "integrity": "sha512-ZySD7Nf91aLB0RxL4KGrKHBXl7Eds1DAmEdcoVawXnLD7SDhpNgtuII2aAkg7a7QS41jxPSZ17p4VdGnMHk3MQ==",
+      "engines": {
+        "node": ">=0.4.0"
+      }
+    },
     "node_modules/dequal": {
       "version": "2.0.3",
       "resolved": "https://registry.npmjs.org/dequal/-/dequal-2.0.3.tgz",
@@ -2033,6 +2068,25 @@
       "integrity": "sha512-X8cqMLLie7KsNUDSdzeN8FYK9rEt4Dt67OsG/DNGnYTSDBG4uFAJFBnUeiV+zCVAvwFy56IjM9sH51jVaEhNxw==",
       "dev": true
     },
+    "node_modules/follow-redirects": {
+      "version": "1.15.6",
+      "resolved": "https://registry.npmjs.org/follow-redirects/-/follow-redirects-1.15.6.tgz",
+      "integrity": "sha512-wWN62YITEaOpSK584EZXJafH1AGpO8RVgElfkuXbTOrPX4fIfOyEpW/CsiNd8JdYrAoOvafRTOEnvsO++qCqFA==",
+      "funding": [
+        {
+          "type": "individual",
+          "url": "https://github.com/sponsors/RubenVerborgh"
+        }
+      ],
+      "engines": {
+        "node": ">=4.0"
+      },
+      "peerDependenciesMeta": {
+        "debug": {
+          "optional": true
+        }
+      }
+    },
     "node_modules/for-each": {
       "version": "0.3.3",
       "resolved": "https://registry.npmjs.org/for-each/-/for-each-0.3.3.tgz",
@@ -2058,6 +2112,19 @@
         "url": "https://github.com/sponsors/isaacs"
       }
     },
+    "node_modules/form-data": {
+      "version": "4.0.0",
+      "resolved": "https://registry.npmjs.org/form-data/-/form-data-4.0.0.tgz",
+      "integrity": "sha512-ETEklSGi5t0QMZuiXoA/Q6vcnxcLQP5vdugSpuAyi6SVGi2clPPp+xgEhuMaHC+zGgn31Kd235W35f7Hykkaww==",
+      "dependencies": {
+        "asynckit": "^0.4.0",
+        "combined-stream": "^1.0.8",
+        "mime-types": "^2.1.12"
+      },
+      "engines": {
+        "node": ">= 6"
+      }
+    },
     "node_modules/fs.realpath": {
       "version": "1.0.0",
       "resolved": "https://registry.npmjs.org/fs.realpath/-/fs.realpath-1.0.0.tgz",
@@ -3038,6 +3105,25 @@
         "node": ">=8.6"
       }
     },
+    "node_modules/mime-db": {
+      "version": "1.52.0",
+      "resolved": "https://registry.npmjs.org/mime-db/-/mime-db-1.52.0.tgz",
+      "integrity": "sha512-sPU4uV7dYlvtWJxwwxHD0PuihVNiE7TyAbQ5SWxDCB9mUYvOgroQOwYQQOKPJ8CIbE+1ETVlOoK1UC2nU3gYvg==",
+      "engines": {
+        "node": ">= 0.6"
+      }
+    },
+    "node_modules/mime-types": {
+      "version": "2.1.35",
+      "resolved": "https://registry.npmjs.org/mime-types/-/mime-types-2.1.35.tgz",
+      "integrity": "sha512-ZDY+bPm5zTTF+YpCrAU9nK0UgICYPT0QtT1NZWFv4s++TNkcgVaT0g6+4R2uI4MjQjzysHB1zxuWL50hzaeXiw==",
+      "dependencies": {
+        "mime-db": "1.52.0"
+      },
+      "engines": {
+        "node": ">= 0.6"
+      }
+    },
     "node_modules/minimatch": {
       "version": "3.1.2",
       "resolved": "https://registry.npmjs.org/minimatch/-/minimatch-3.1.2.tgz",
@@ -3109,11 +3195,11 @@
       "dev": true
     },
     "node_modules/next": {
-      "version": "14.2.3",
-      "resolved": "https://registry.npmjs.org/next/-/next-14.2.3.tgz",
-      "integrity": "sha512-dowFkFTR8v79NPJO4QsBUtxv0g9BrS/phluVpMAt2ku7H+cbcBJlopXjkWlwxrk/xGqMemr7JkGPGemPrLLX7A==",
+      "version": "14.2.4",
+      "resolved": "https://registry.npmjs.org/next/-/next-14.2.4.tgz",
+      "integrity": "sha512-R8/V7vugY+822rsQGQCjoLhMuC9oFj9SOi4Cl4b2wjDrseD0LRZ10W7R6Czo4w9ZznVSshKjuIomsRjvm9EKJQ==",
       "dependencies": {
-        "@next/env": "14.2.3",
+        "@next/env": "14.2.4",
         "@swc/helpers": "0.5.5",
         "busboy": "1.6.0",
         "caniuse-lite": "^1.0.30001579",
@@ -3128,15 +3214,15 @@
         "node": ">=18.17.0"
       },
       "optionalDependencies": {
-        "@next/swc-darwin-arm64": "14.2.3",
-        "@next/swc-darwin-x64": "14.2.3",
-        "@next/swc-linux-arm64-gnu": "14.2.3",
-        "@next/swc-linux-arm64-musl": "14.2.3",
-        "@next/swc-linux-x64-gnu": "14.2.3",
-        "@next/swc-linux-x64-musl": "14.2.3",
-        "@next/swc-win32-arm64-msvc": "14.2.3",
-        "@next/swc-win32-ia32-msvc": "14.2.3",
-        "@next/swc-win32-x64-msvc": "14.2.3"
+        "@next/swc-darwin-arm64": "14.2.4",
+        "@next/swc-darwin-x64": "14.2.4",
+        "@next/swc-linux-arm64-gnu": "14.2.4",
+        "@next/swc-linux-arm64-musl": "14.2.4",
+        "@next/swc-linux-x64-gnu": "14.2.4",
+        "@next/swc-linux-x64-musl": "14.2.4",
+        "@next/swc-win32-arm64-msvc": "14.2.4",
+        "@next/swc-win32-ia32-msvc": "14.2.4",
+        "@next/swc-win32-x64-msvc": "14.2.4"
       },
       "peerDependencies": {
         "@opentelemetry/api": "^1.1.0",
@@ -3666,6 +3752,11 @@
         "react-is": "^16.13.1"
       }
     },
+    "node_modules/proxy-from-env": {
+      "version": "1.1.0",
+      "resolved": "https://registry.npmjs.org/proxy-from-env/-/proxy-from-env-1.1.0.tgz",
+      "integrity": "sha512-D+zkORCbA9f1tdWRK0RaCR3GPv50cMxcrz4X8k5LTSUD1Dkw47mKJEZQNunItRTkWwgtaUSo1RVFRIG9ZXiFYg=="
+    },
     "node_modules/punycode": {
       "version": "2.3.1",
       "resolved": "https://registry.npmjs.org/punycode/-/punycode-2.3.1.tgz",
diff --git a/package.json b/package.json
index ef7ff61..5dd6c7a 100644
--- a/package.json
+++ b/package.json
@@ -9,19 +9,19 @@
     "lint": "next lint"
   },
   "dependencies": {
+    "axios": "^1.6.8",
+    "next": "^14.2.4",
     "react": "^18",
-    "react-dom": "^18",
-    "next": "14.2.3",
-    "axios": "^1.6.8"
+    "react-dom": "^18"
   },
   "devDependencies": {
-    "typescript": "^5",
     "@types/node": "^20",
     "@types/react": "^18",
     "@types/react-dom": "^18",
+    "eslint": "^8",
+    "eslint-config-next": "14.2.3",
     "postcss": "^8",
     "tailwindcss": "^3.4.1",
-    "eslint": "^8",
-    "eslint-config-next": "14.2.3"
+    "typescript": "^5"
   }
 }
diff --git a/product recomm sytem/main.py b/product recomm sytem/main.py
new file mode 100644
index 0000000..9db988b
--- /dev/null
+++ b/product recomm sytem/main.py	
@@ -0,0 +1,63 @@
+from bs4 import BeautifulSoup
+import requests
+from fastapi import FastAPI
+from pydantic import BaseModel
+import pandas as pd
+import numpy as np
+from sklearn.model_selection import train_test_split
+from sklearn.ensemble import RandomForestRegressor
+from surprise import Dataset, Reader
+from surprise.model_selection import cross_validate
+from surprise import SVD 
+
+url = 'http://localhost:3000/'
+response = requests.get(url)
+soup = BeautifulSoup(response.content, 'html.parser')
+products = soup.find_all('div', class_='product')
+
+product_data = []
+for product in products:
+    product_name = product.find('h2').text.strip()
+    product_price = product.find('span', class_='price').text.strip()
+    product_data.append({'name': product_name, 'price': product_price})
+
+
+df = pd.DataFrame(product_data)
+df.to_csv('products.csv', index=False)
+
+df = pd.read_csv('products.csv')
+df = df.drop_duplicates()
+df = df.fillna(0)
+df['price'] = pd.to_numeric(df['price'].str.replace('$', ''))
+
+avg_price = df['price'].mean()
+
+X = df[['feature1', 'feature2', ...]]  
+y = df['target'] 
+
+X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42)
+
+model = RandomForestRegressor()
+model.fit(X_train, y_train)
+
+score = model.score(X_test, y_test)
+
+reader = Reader(rating_scale=(1, 5))
+data = Dataset.load_from_df(df[['user_id', 'product_id', 'rating']], reader)
+
+algo = SVD()
+
+cross_validate(algo, data, measures=['RMSE', 'MAE'], cv=5, verbose=True)
+
+
+app = FastAPI()
+class Item(BaseModel):
+    user_id: int
+
+@app.post("/recommend/")
+def recommend(item: Item):
+    user_id = item.user_id 
+    return {"message": "Recommendations fetched successfully"}
+if __name__ == "__main__":
+    import uvicorn
+    uvicorn.run(app, host="127.0.0.1", port=8000)
diff --git a/products.csv b/products.csv
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/products.csv
@@ -0,0 +1 @@
+