diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index b2564db..6cebd32 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -5,7 +5,7 @@ on:
     branches: [main, develop]
   push:
     branches:
-      - 'feature/**'
+      - '*'
 
 jobs:
   test-api:
@@ -15,17 +15,28 @@ jobs:
     steps:
       - uses: actions/checkout@v4
 
-      - uses: actions/setup-python@v5
-        with:
-          python-version: "3.10"
+      # Installer Miniconda
+      - name: Installer Miniconda
+        run: |
+          wget https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh -O miniconda.sh
+          bash miniconda.sh -b -p $HOME/miniconda
+          echo "$HOME/miniconda/bin" >> $GITHUB_PATH
+
+      # Créer l'environnement Conda et installer lightfm
+      - name: Configurer Conda et installer lightfm
+        run: |
+          conda create -y -n lightfm_env python=3.9
+          conda install -y -n lightfm_env -c conda-forge lightfm numpy scipy tqdm pymysql pandas scikit-learn
 
-      - name: Installer les dépendances
+      # Installer les dépendances Python via pip dans l'environnement Conda
+      - name: Installer les dépendances Python
         run: |
-          pip install fastapi uvicorn pymysql pandas numpy \
-                      lightfm pytest httpx python-dotenv
+          conda run -n lightfm_env pip install fastapi uvicorn pymysql pandas numpy httpx==0.25.0 python-dotenv pytest haversine
 
+      # Lancer les tests dans l'environnement Conda
       - name: Lancer les tests
-        run: pytest tests/ -v
+        run: |
+          conda run -n lightfm_env pytest tests_api/ -v
         env:
           MYSQL_HOST: ${{ secrets.MYSQL_HOST }}
           MYSQL_USER: ${{ secrets.MYSQL_USER }}
@@ -35,8 +46,7 @@ jobs:
   build-images:
     name: Build Docker Images
     runs-on: ubuntu-latest
-    needs: test-api
-
+    #needs: test-api
     strategy:
       matrix:
         include:
@@ -52,11 +62,20 @@ jobs:
 
       - name: Set up Docker Buildx
         uses: docker/setup-buildx-action@v3
+      - name: Debug matrix
+        run: |
+            echo "SERVICE=${{ matrix.service }}"
+            echo "DOCKERFILE=${{ matrix.dockerfile }}"
+      - name: Debug repository
+        run: |
+            pwd
+            ls -la
+            find . -type f | sort
 
       - name: Build ${{ matrix.service }}
         uses: docker/build-push-action@v5
         with:
           context: .
-          dockerfile: ${{ matrix.dockerfile }}
+          file: ${{ matrix.dockerfile }}
           push: false
           tags: ${{ matrix.service }}:test
\ No newline at end of file
diff --git a/api.py b/api.py
index 736ecdf..9a7d112 100644
--- a/api.py
+++ b/api.py
@@ -34,8 +34,14 @@ def connect_mysql():
 with open("lightfm_model_hist.pkl", "rb") as f:
     model = pickle.load(f)
 
-with open("models/dataset.pkl", "rb") as f:
-    dataset = pickle.load(f)
+dataset = None
+try:
+    
+    with open("dataset.pkl", "rb") as f:
+        dataset = pickle.load(f)
+except : 
+        with open("models/dataset.pkl", "rb") as f:
+            dataset = pickle.load(f)
 
 print("Modèle LightFM et dataset chargés avec succès")