diff --git a/.gitea/workflows/mlops-pipeline.yml b/.gitea/workflows/mlops-pipeline.yml
index 2ac3933..5f12f3f 100644
--- a/.gitea/workflows/mlops-pipeline.yml
+++ b/.gitea/workflows/mlops-pipeline.yml
@@ -17,10 +17,21 @@ jobs:
         with:
           python-version: '3.12'
 
+      - name: Cache Poetry dependencies
+        uses: actions/cache@v3
+        with:
+          path: |
+            ~/.cache/pypoetry
+            ~/.cache/pip
+          key: ${{ runner.os }}-poetry-${{ hashFiles('**/poetry.lock') }}
+          restore-keys: |
+            ${{ runner.os }}-poetry-
+
+      - name: Install Poetry
+        run: pip install poetry
+
       - name: Install dependencies
-        run: |
-          pip install poetry
-          poetry install
+        run: poetry install --no-interaction
 
       - name: Setup DVC
         run: |
@@ -47,10 +58,21 @@ jobs:
         with:
           python-version: '3.12'
 
+      - name: Cache Poetry dependencies
+        uses: actions/cache@v3
+        with:
+          path: |
+            ~/.cache/pypoetry
+            ~/.cache/pip
+          key: ${{ runner.os }}-poetry-${{ hashFiles('**/poetry.lock') }}
+          restore-keys: |
+            ${{ runner.os }}-poetry-
+
+      - name: Install Poetry
+        run: pip install poetry
+
       - name: Install dependencies
-        run: |
-          pip install poetry
-          poetry install
+        run: poetry install --no-interaction
 
       - name: Setup DVC
         run: |