diff --git a/.github/workflows/Gated-Auto-Merger.yaml b/.github/workflows/Gated-Auto-Merger.yaml
index ef3600b..2e9a1f2 100644
--- a/.github/workflows/Gated-Auto-Merger.yaml
+++ b/.github/workflows/Gated-Auto-Merger.yaml
@@ -18,10 +18,20 @@ jobs:
     - uses: actions/checkout@v3
       with:
         path: main
-    - name: Install dependencies
+
+    - name: Set up Python environment
+      uses: actions/setup-python@v4
+      with:
+        python-version: '3.10.15'  # Specify the Python version you need
+
+    - name: Install pipenv
       run: |
-        cd main
-        pip install -r requirements.txt
+        python -m pip install --upgrade pip
+        pip install pipenv
+
+    - name: Install dependencies from Pipfile.lock
+      run: cd main && pipenv install --ignore-pipfile
+
     - name: Trigger GAM
       env:
         HYDRA_TOKEN: ${{ secrets.HYDRA_TOKEN }}
@@ -29,29 +39,29 @@ jobs:
       id: trigger_gam
       run: |
         cd main
-        python src/main.py --component ${{ github.event.inputs.component }}
-        echo "inside main"
-        pwd
-        ls
-        cd ../
+        pipenv run python src/main.py --component ${{ github.event.inputs.component }}
+
     - uses: actions/checkout@v3
       with:
         ref: metadata
         path: metadata
+
     - name: Copy metadata Json
       id: copy_meta
       run: |
         meta=$(yq -o json main/$METADATA)
         execution_id=$(echo $meta | jq -r '.metadata.execution_id')
-        echo "execution_id=$execution_id"
-        mkdir metadata/executions/${execution_id}
-        cp main/data/metadata.yaml metadata/executions/${execution_id}
-        echo "inside metadata"
-        cd metadata/executions/${execution_id}/
-        pwd
-        ls
-        cat metadata.yaml
-        echo "EXECUTION_ID=${EXECUTION_ID}" >> $GITHUB_OUTPUT
+        component_name=$(echo $meta | jq -r '.metadata.name')
+
+        metadata_folder="metadata/executions/${component_name}/${execution_id}"
+        mkdir -p ${metadata_folder}
+        cp main/$METADATA ${metadata_folder}
+
+        echo "Metadata File: ${metadata_folder}"
+        echo "Copied Metadata:"
+        cat ${metadata_folder}/metadata.yaml
+        echo "EXECUTION_ID=${execution_id}" >> $GITHUB_OUTPUT
+
     - name: Commit and push changes to main branch
       uses: actions-js/push@master
       with:
diff --git a/Pipfile b/Pipfile
new file mode 100644
index 0000000..56cc7f2
--- /dev/null
+++ b/Pipfile
@@ -0,0 +1,14 @@
+[[source]]
+url = "https://pypi.org/simple"
+verify_ssl = true
+name = "pypi"
+
+[packages]
+requests = "~=2.32.3"
+pyyaml = "~=6.0.2"
+
+[dev-packages]
+
+[requires]
+python_version = "3.10"
+python_full_version = "3.10.15"
diff --git a/Pipfile.lock b/Pipfile.lock
new file mode 100644
index 0000000..eca86d2
--- /dev/null
+++ b/Pipfile.lock
@@ -0,0 +1,211 @@
+{
+    "_meta": {
+        "hash": {
+            "sha256": "14260fe7ab704b64dca639a24ebead5124239c2b175675df9cd8df3245b95db7"
+        },
+        "pipfile-spec": 6,
+        "requires": {
+            "python_full_version": "3.10.15",
+            "python_version": "3.10"
+        },
+        "sources": [
+            {
+                "name": "pypi",
+                "url": "https://pypi.org/simple",
+                "verify_ssl": true
+            }
+        ]
+    },
+    "default": {
+        "certifi": {
+            "hashes": [
+                "sha256:922820b53db7a7257ffbda3f597266d435245903d80737e34f8a45ff3e3230d8",
+                "sha256:bec941d2aa8195e248a60b31ff9f0558284cf01a52591ceda73ea9afffd69fd9"
+            ],
+            "markers": "python_version >= '3.6'",
+            "version": "==2024.8.30"
+        },
+        "charset-normalizer": {
+            "hashes": [
+                "sha256:06435b539f889b1f6f4ac1758871aae42dc3a8c0e24ac9e60c2384973ad73027",
+                "sha256:06a81e93cd441c56a9b65d8e1d043daeb97a3d0856d177d5c90ba85acb3db087",
+                "sha256:0a55554a2fa0d408816b3b5cedf0045f4b8e1a6065aec45849de2d6f3f8e9786",
+                "sha256:0b2b64d2bb6d3fb9112bafa732def486049e63de9618b5843bcdd081d8144cd8",
+                "sha256:10955842570876604d404661fbccbc9c7e684caf432c09c715ec38fbae45ae09",
+                "sha256:122c7fa62b130ed55f8f285bfd56d5f4b4a5b503609d181f9ad85e55c89f4185",
+                "sha256:1ceae2f17a9c33cb48e3263960dc5fc8005351ee19db217e9b1bb15d28c02574",
+                "sha256:1d3193f4a680c64b4b6a9115943538edb896edc190f0b222e73761716519268e",
+                "sha256:1f79682fbe303db92bc2b1136016a38a42e835d932bab5b3b1bfcfbf0640e519",
+                "sha256:2127566c664442652f024c837091890cb1942c30937add288223dc895793f898",
+                "sha256:22afcb9f253dac0696b5a4be4a1c0f8762f8239e21b99680099abd9b2b1b2269",
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+            ],
+            "markers": "python_full_version >= '3.7.0'",
+            "version": "==3.3.2"
+        },
+        "idna": {
+            "hashes": [
+                "sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9",
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+            "version": "==3.10"
+        },
+        "pyyaml": {
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+                "sha256:d8e03406cac8513435335dbab54c0d385e4a49e4945d2909a581c83647ca0290",
+                "sha256:e10ce637b18caea04431ce14fabcf5c64a1c61ec9c56b071a4b7ca131ca52d44",
+                "sha256:ec031d5d2feb36d1d1a24380e4db6d43695f3748343d99434e6f5f9156aaa2ed",
+                "sha256:ef6107725bd54b262d6dedcc2af448a266975032bc85ef0172c5f059da6325b4",
+                "sha256:efdca5630322a10774e8e98e1af481aad470dd62c3170801852d752aa7a783ba",
+                "sha256:f753120cb8181e736c57ef7636e83f31b9c0d1722c516f7e86cf15b7aa57ff12",
+                "sha256:ff3824dc5261f50c9b0dfb3be22b4567a6f938ccce4587b38952d85fd9e9afe4"
+            ],
+            "index": "pypi",
+            "markers": "python_version >= '3.8'",
+            "version": "==6.0.2"
+        },
+        "requests": {
+            "hashes": [
+                "sha256:55365417734eb18255590a9ff9eb97e9e1da868d4ccd6402399eaf68af20a760",
+                "sha256:70761cfe03c773ceb22aa2f671b4757976145175cdfca038c02654d061d6dcc6"
+            ],
+            "index": "pypi",
+            "markers": "python_version >= '3.8'",
+            "version": "==2.32.3"
+        },
+        "urllib3": {
+            "hashes": [
+                "sha256:ca899ca043dcb1bafa3e262d73aa25c465bfb49e0bd9dd5d59f1d0acba2f8fac",
+                "sha256:e7d814a81dad81e6caf2ec9fdedb284ecc9c73076b62654547cc64ccdcae26e9"
+            ],
+            "markers": "python_version >= '3.8'",
+            "version": "==2.2.3"
+        }
+    },
+    "develop": {}
+}
diff --git a/requirements.txt b/requirements.txt
deleted file mode 100644
index 77607f9..0000000
--- a/requirements.txt
+++ /dev/null
@@ -1,3 +0,0 @@
-boto3~=1.26.111
-smartsheet-python-sdk~=3.0.2
-requests~=2.28.2
\ No newline at end of file