diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 319a0c339bad46744b094c9831fbed1d5f15923e..2928c35a2e894078e2fd2dda0509a8de9f66b258 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -5,6 +5,7 @@ stages:
 .eslint:
   image: node:16.14.0-alpine
   stage: lint
+  allow_failure: true
   script:
     - cd $CONTEXT
     # install packages
diff --git a/.vscode/settings.json b/.vscode/settings.json
index 6378fc8420b6eba9e84163700438decd630d9a47..69538563681f389b3107f724af66bc71d2ed2123 100644
--- a/.vscode/settings.json
+++ b/.vscode/settings.json
@@ -10,5 +10,8 @@
   },
   "[javascript][vue]": {
     "editor.defaultFormatter": "dbaeumer.vscode-eslint"
+  },
+  "[vue]": {
+    "editor.defaultFormatter": "esbenp.prettier-vscode"
   }
 }
diff --git a/algo/adreco.py b/algo/adreco.py
index fc477936033d7f50597202ea5407156489b7cb05..142e3b22cac41a03f8a10fc9c89eaf9d100d608c 100644
--- a/algo/adreco.py
+++ b/algo/adreco.py
@@ -36,6 +36,29 @@ def movieDbToDf():
 
     return df
 
+def userDbToDf():
+    '''
+    This function convert a movie DataBase from mongoDB into a pandas DataFrame
+    '''
+    #load DB
+    client = MongoClient("mongodb://group3:GJF6cQqM4RLxBfNb@cs2022.lmichelin.fr:27017/group3?ssl=true")
+    db = client.group3
+    collection = db.users
+
+    #projection on useful data
+    cursor = collection.find({},{"_id":1, "liked_movies": 1, "update":1})
+    df=pd.DataFrame(list(cursor))
+
+    return df
+
+def loadRecDB():
+
+    #load DB
+    client = MongoClient("mongodb://group3:GJF6cQqM4RLxBfNb@cs2022.lmichelin.fr:27017/group3?ssl=true")
+    db = client.group3
+    collection = db['recommendations']
+    return collection
+
 def preFiltering(df,percent=90):
     '''
     This function removes movies who do not have enough votes to be evaluated
@@ -103,7 +126,6 @@ def index_from_id(df,id):
     '''
     return df[df['_id']==id].index.values[0]
 
-
 def recommendations(original_title, df, number_of_recommendations):
     
     #prefilter the dataframe
@@ -130,6 +152,10 @@ def recommendations(original_title, df, number_of_recommendations):
     return df['original_title'].iloc[recommendations_indices]
 
 def formatingFeatures(df_row):
+    """
+    This function creates a new column "features" in the df 
+    used to calculate similarities between users_profiles et movies
+    """
     g = []
     genres = []
     k=[]
@@ -150,21 +176,6 @@ def formatingFeatures(df_row):
 
     return ' '.join([genres]*w_genres)+' '+' '.join([keywords]*w_keywords)+' '+' '.join([str(df_row['main_actor'])]*w_actor)+' '+' '.join([str(df_row['director'])]*w_director)+' '+' '.join([str(df_row['release_date'])]*w_release_date)
 
-def userDbToDf():
-    '''
-    This function convert a movie DataBase from mongoDB into a pandas DataFrame
-    '''
-    #load DB
-    client = MongoClient("mongodb://group3:GJF6cQqM4RLxBfNb@cs2022.lmichelin.fr:27017/group3?ssl=true")
-    db = client.group3
-    collection = db.users
-
-    #projection on useful data
-    cursor = collection.find({},{"_id":1, "liked_movies": 1, "update":1})
-    df=pd.DataFrame(list(cursor))
-
-    return df
-
 def user_profile( user_index, moviesdf, usersdf, vectMatrix ):
     """
     This function creates a user profile based on the likef movies of the user 
@@ -199,16 +210,12 @@ def user_profile( user_index, moviesdf, usersdf, vectMatrix ):
     
     else:
         return [i for i in range(100)]
-    
-def loadRecDB():
-
-    #load DB
-    client = MongoClient("mongodb://group3:GJF6cQqM4RLxBfNb@cs2022.lmichelin.fr:27017/group3?ssl=true")
-    db = client.group3
-    collection = db['recommendations']
-    return collection
 
 def updateDB():
+    """
+    This function update the recommandation DB based on the likes of thes users
+    """
+
 
     #loadDB
     moviesdf = movieDbToDf()
diff --git a/backend/routes/genres.js b/backend/routes/genres.js
index 90117dc7095c7daee8965b5340b22f12136b7021..fc1190cc2a4cfb0b531b2b98876a6b50dc69c5ce 100644
--- a/backend/routes/genres.js
+++ b/backend/routes/genres.js
@@ -4,17 +4,14 @@ const router = express.Router();
 
 module.exports = router;
 
-// router.get("/popular/:number", async function (req, res) {
-//   try {
-//     const filmNumber = await req.params["number"];
-//     const getGenres = await GenreModel.find({})
-//       .sort({ popularity: "desc" })
-//       .limit(filmNumber);
-//     res.send(getGenres);
-//   } catch (error) {
-//     console.log(error);
-//   }
-// });
+router.get("/", async function (req, res) {
+  try {
+    const getGenres = await GenreModel.find({});
+    res.send(getGenres);
+  } catch (error) {
+    console.log(error);
+  }
+});
 
 router.get("/genre/id/:id", async function (req, res) {
   try {
diff --git a/backend/routes/movies.js b/backend/routes/movies.js
index 8cac5149fb80843f27b978273be5de5cd39923f5..8a670ea7aec3148d760178abfe75103f42d2652e 100644
--- a/backend/routes/movies.js
+++ b/backend/routes/movies.js
@@ -4,17 +4,18 @@ const router = express.Router();
 
 module.exports = router;
 
-// router.get("/popular/:number", async function (req, res) {
-//   try {
-//     const filmNumber = await req.params["number"];
-//     const getMovies = await MovieModel.find({})
-//       .sort({ popularity: "desc" })
-//       .limit(filmNumber);
-//     res.send(getMovies);
-//   } catch (error) {
-//     console.log(error);
-//   }
-// });
+router.get("/popular/:number", async function (req, res) {
+  try {
+    console.log('yo')
+    const filmNumber = await req.params["number"];
+    const getMovies = await MovieModel.find({})
+      .sort({ popularity: "desc" })
+      .limit(filmNumber);
+    res.send(getMovies);
+  } catch (error) {
+    console.log(error);
+  }
+});
 
 router.get("/movie/id/:id", async function (req, res) {
   try {
diff --git a/frontend/src/components/MovieType.vue b/frontend/src/components/MovieType.vue
index 9638fad16d3fad66a3c67fd966d48aaffb75d264..814dfcf7489fe228ffc76da0b6785b2a10fa2b78 100644
--- a/frontend/src/components/MovieType.vue
+++ b/frontend/src/components/MovieType.vue
@@ -1,24 +1,48 @@
 <template>
 <div class="box">
 <h1>Genre</h1>
+<div class="liste-genre">
+<li v-for="genre in genres" :key="genre.id" style="list-style-type:none;">
 <div class="check">
-<input type="checkbox" id="action" value="Action" v-model="genre">
-<label for="Action">Action</label>
+<input type="checkbox" id="genre.id" value="genre" >
+<label for="genre"> {{ genre.name }} </label>
 </div>
-<div class="check">
-<input type="checkbox" id="horreur" value="Horreur" v-model="genre">
-<label for="horreur">Horreur</label>
-</div>
-<div class="check">
-<input type="checkbox" id="fantastique" value="Fantastique" v-model="genre">
-<label for="fantastique">Fantastique</label>
+</li>
 </div>
-<br>
 </div>
 </template>
 
 <script>
+import axios from "axios";
+const backendURL = process.env.VUE_APP_BACKEND_BASE_URL;
 
+export default {
+    data: function () {
+    return {
+      genrename: "",
+      genres: [],
+      genresLoadingError: "",
+    };
+  },
+    methods: {
+        fetchGenres: function () {
+      axios
+        .get(
+           backendURL + "/genres",
+        )
+        .then((response) => {
+          this.genres = response.data;
+        })
+        .catch((error) => {
+          this.genresLoadingError = "An error occured while e ing genres.";
+          console.error(error);
+        });
+    },
+  },
+  created() {
+    this.fetchGenres();
+  },
+};
 </script>
 
 <style scoped>
diff --git a/frontend/src/router/index.js b/frontend/src/router/index.js
index 9654bd05beb68edf010504a101e5d901ca07e519..2651045fd702e8a673e435a25ce1aeeee2cf5068 100644
--- a/frontend/src/router/index.js
+++ b/frontend/src/router/index.js
@@ -3,7 +3,7 @@ import Home from "../views/Home.vue";
 import Connexion from "../views/Connexion.vue";
 import Users from "../views/Users.vue";
 import AddUser from "../views/AddUsers.vue";
-import MoviePage from "../views/MoviePage";
+import MoviePage from "../views/MoviePage.vue";
 
 const routes = [
   {
diff --git a/frontend/src/views/Home.vue b/frontend/src/views/Home.vue
index 8ac39981eb755bb89be165b56813bb23cf01cd8f..5064a887eb37d37a096e3e28b9bf3a753f7029c8 100644
--- a/frontend/src/views/Home.vue
+++ b/frontend/src/views/Home.vue
@@ -1,42 +1,43 @@
 <template>
   <div class="home">
-    <div class="carousel">
-      <Carousel :itemsToShow="5.5" autoplay="1300">
-        <Slide
-          v-for="movie in movies"
-          :key="movie.id"
-          autoplay="True"
-          transition="100"
-        >
-          <img
-            :src="'https://image.tmdb.org/t/p/original/' + movie.poster_path"
-            withd="100"
-            height="300"
-          />
-        </Slide>
-        <template #addons>
-          <Navigation />
-          <Pagination />
-        </template>
-      </Carousel>
-    </div>
+  <div class="carousel">
+   <carousel :items-to-show="5.5" autoplay=1300>
+    <slide v-for="movie in movies" :key="movie.id" autoplay='True' transition="100" >
+        <router-link :to="'/movie/'+ movie.id">
+        <img
+          :src="'https://image.tmdb.org/t/p/original/' + movie.poster_path"
+          withd="100"
+          height="300"
+        />
+        </router-link>
+    </slide>
+    <template #addons>
+      <navigation />
+      <pagination />
+    </template>
+  </carousel>
+  </div>
     <br />
-    <div class="corps">
-      <div class="type">
-        <MovieType />
-      </div>
-      <li v-for="movie in movies" :key="movie.id">
-        <p class="movie-title">
-          {{ movie.title }}
-        </p>
-        <p class="film">
-          <img
-            :src="'https://image.tmdb.org/t/p/original/' + movie.poster_path"
-            withd="100"
-            height="300"
-          />
-        </p>
-      </li>
+  <div class="corps">
+  <div class="type">
+    <MovieType />
+  </div>
+  <div class="movie-affichage">
+    <li v-for="movie in movies" :key="movie.id">
+      <p class="name">
+        <h5> {{ movie.title }}</h5>
+      </p>
+      <p class="film">
+        <router-link :to="'/movie/'+ movie.id">
+        <img
+          :src="'https://image.tmdb.org/t/p/original/' + movie.poster_path"
+          withd="100"
+          height="300"
+        />
+        </router-link>
+      </p>
+    </li>
+    </div>
     </div>
   </div>
 </template>
@@ -46,6 +47,8 @@ import axios from "axios";
 import "vue3-carousel/dist/carousel.css";
 import { Carousel, Slide, Pagination, Navigation } from "vue3-carousel";
 import MovieType from "../components/MovieType.vue";
+const backendURL = process.env.VUE_APP_BACKEND_BASE_URL;
+
 
 export default {
   name: "Home",
@@ -67,19 +70,35 @@ export default {
     fetchMovies: function () {
       axios
         .get(
-          `https://api.themoviedb.org/3/movie/popular?api_key=522d421671cf75c2cba341597d86403a`
+           backendURL + "/movies/popular/20",
         )
         .then((response) => {
-          this.movies = response.data.results;
+          this.movies = response.data;
+          console.log(response.data)
         })
         .catch((error) => {
           this.moviesLoadingError = "An error occured while e ing movies.";
           console.error(error);
         });
+    },
+            fetchGenres: function () {
+      axios
+        .get(
+           backendURL + "/genres",
+        )
+        .then((response) => {
+          this.genres = response.data;
+          console.log(response.data)
+        })
+        .catch((error) => {
+          this.genresLoadingError = "An error occured while e ing genres.";
+          console.error(error);
+        });
     },
   },
   created() {
     this.fetchMovies();
+    this.fetchGenres();
   },
 };
 </script>
@@ -112,4 +131,13 @@ li {
   display: flex;
   align-self: center;
 }
+.name {
+  max-width: 200px;
+  justify-content: center;
+  align-items: center;
+  background-color: #eaf2ef;
+}
+.corps {
+  display: flex;
+}
 </style>