diff --git a/.devcontainer/Dockerfile b/.devcontainer/Dockerfile
new file mode 100644
index 0000000..4e9ebbd
--- /dev/null
+++ b/.devcontainer/Dockerfile
@@ -0,0 +1,28 @@
+FROM nvidia/cuda:12.1.0-devel-ubuntu22.04
+ENV DEBIAN_FRONTEND=noninteractive
+RUN apt update && apt install python3-pip -y
+RUN apt-get install -y git
+RUN apt-get update && apt-get install ffmpeg libsm6 libxext6  -y
+
+RUN pip3 install torch==1.11.0 torchvision==0.12.0
+
+RUN pip3 install transformers==4.33.2 timm==0.9.5 scikit-learn==1.3.1 umap-learn==0.5.4
+
+# Download metaclip base model
+RUN python3 -c 'import transformers; transformers.AutoModel.from_pretrained("facebook/metaclip-b16-fullcc2.5b")'
+
+RUN pip3 install supervisely==6.73.258
+RUN pip3 install fastapi==0.109.0 bokeh==3.1.1
+LABEL python_sdk_version=6.73.258
+
+RUN pip3 install ruamel.yaml==0.17.21
+
+RUN apt-get update
+
+RUN apt-get -y install curl
+
+RUN apt -y install wireguard iproute2
+RUN apt-get -y install wget
+RUN apt-get install nano
+
+LABEL "role"="development"
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diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json
new file mode 100644
index 0000000..fec4aa9
--- /dev/null
+++ b/.devcontainer/devcontainer.json
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+{
+    "name": "EmbeddingsDevContainer",
+    "build": {
+        "dockerfile": "Dockerfile"
+    },
+    "customizations": {
+        "vscode": {
+            "extensions": [
+                "ms-python.python",
+                "ms-python.black-formatter"
+            ]
+        }
+    },
+    "runArgs": [
+        "--ipc=host",
+        "--net=host",
+        "--cap-add",
+        "NET_ADMIN"
+    ]
+}
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