diff --git a/.github/workflows/generate_json.yml b/.github/workflows/generate_json.yml
new file mode 100644
index 0000000..a72effd
--- /dev/null
+++ b/.github/workflows/generate_json.yml
@@ -0,0 +1,52 @@
+# This is a basic workflow to help you get started with Actions
+
+name: Generate_Json
+
+# Controls when the workflow will run
+on:
+  # Triggers the workflow on push or pull request events but only for the "main" branch
+  push:
+    branches: [ "main" ]
+  pull_request:
+    branches: [ "main" ]
+
+# A workflow run is made up of one or more jobs that can run sequentially or in parallel
+jobs:
+  # This workflow contains a single job called "build"
+  build:
+    # The type of runner that the job will run on
+    runs-on: ubuntu-latest
+
+    # Steps represent a sequence of tasks that will be executed as part of the job
+    steps:
+      # Checks-out your repository under $GITHUB_WORKSPACE, so your job can access it
+      - name: Checkout repo content
+        uses: actions/checkout@v3
+
+      - name: Setup Python
+        uses: actions/setup-python@v4.7.0
+        with:
+          python-version: 3.11
+
+      - name: install python packages
+        run: |
+          python -m pip install --upgrade pip
+          pip install PyYAML
+
+      - name: Execute json_generator
+        run: python json_generator.py
+
+      - name: Commit json file
+        run: |
+          git config --local user.email "action@github.com"
+          git config --local user.name "GitHub Action"
+          git add datasets.json
+          git commit -m "Generating new json file."
+
+      - name: Push changes to json branch
+        uses: ad-m/github-push-action@v0.6.0
+        with:
+          github_token: ${{ secrets.GITHUB_TOKEN }}
+          branch: json
+
+
diff --git a/json_generator.py b/json_generator.py
new file mode 100644
index 0000000..82b4745
--- /dev/null
+++ b/json_generator.py
@@ -0,0 +1,10 @@
+import yaml, glob, json
+
+import glob
+dataset = {"data": []}
+for file in glob.glob("./datasets/*.yaml"):
+    with open(file, 'r') as yaml_file:
+        dataset['data'].append(yaml.safe_load(yaml_file))
+
+with open('datasets.json', 'w') as file:
+    file.write(json.dumps(dataset, indent=2))
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