Users/daviwu/ai studio curated env (#3224)

* AI Studio curated env

* Update name from ai-studio-development to ai-studio-dev

* Rename folder from ai-studio-development to ai-studio-dev

* Resolve dependency conflicts

* Update category to AI Studio

assets/aistudio/environments/ai_studio_dev/asset.yaml

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+name: ai-studio-dev
+version: auto
+type: environment
+spec: spec.yaml
+extra_config: environment.yaml
+categories: ["AI Studio"]

assets/aistudio/environments/ai_studio_dev/context/Dockerfile

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+FROM mcr.microsoft.com/devcontainers/python:3.10
+
+WORKDIR /
+
+# needed for build_mlindex
+RUN apt update && apt upgrade -y && apt install -y fuse
+
+# Install dependencies
+COPY requirements.txt .
+RUN pip install -r requirements.txt
+
+# inference server dependencies, it has to be installed after the requirements.txt
+RUN pip install azureml-inference-server-http
+# Temporary fix version for security patch
+RUN pip install -U setuptools>=70.0.0
+
+# Adding this install under root's path for the custom AI Studio container solution
+ENV PATH="/home/vscode/.dotnet/tools:${PATH}"
+
+# The instructions run after this for AI CLI are required to be run by the vscode user
+WORKDIR /home/vscode
+USER vscode
+
+# Install Azure CLI
+RUN curl -sL https://aka.ms/InstallAzureCLIDeb | sudo bash
+
+# Install Azure Developer CLI (AZD)
+RUN curl -fsSL https://aka.ms/install-azd.sh | bash
+
+# The VS Code dev container base image contains both Python 3.10 and 3.11, with 3.11 taking priority.
+# The following is a workaround to set the default Python interpreter to 3.10. This is currently a requirement for the AI CLI, SDK and Prompt flow packages.
+RUN mkdir -p /home/vscode/.vscode-server/data/Machine
+RUN mkdir -p /home/vscode/.vscode-server-insiders/data/Machine
+RUN echo '{ "python.defaultInterpreterPath": "/usr/local/bin/python", "workbench.editorAssociations": { "**/afh/**/README.md": "vscode.markdown.preview.editor" } }' > /home/vscode/.vscode-server/data/Machine/settings.json
+RUN echo '{ "python.defaultInterpreterPath": "/usr/local/bin/python", "workbench.editorAssociations": { "**/afh/**/README.md": "vscode.markdown.preview.editor" } }' > /home/vscode/.vscode-server-insiders/data/Machine/settings.json
+
+# Temporary fix for the security issue: remove the old version of package setuptools from the Python container
+RUN FILE="/usr/local/lib/python3.10/ensurepip/_bundled/setuptools-65.5.0-py3-none-any.whl"; if [ -f "$FILE" ]; then sudo rm -f "$FILE"; fi
+RUN FILE="/opt/az/lib/python3.11/ensurepip/_bundled/setuptools-65.5.0-py3-none-any.whl"; if [ -f "$FILE" ]; then sudo rm -f "$FILE"; fi
+RUN DIR="/usr/local/py-utils/shared/lib/python3.10/site-packages/setuptools-65.5.0.dist-info"; if [ -d "$DIR" ]; then sudo rm -rf "$DIR"; fi
+RUN DIR="/usr/local/py-utils/venvs/black"; if [ -d "$DIR" ]; then sudo rm -rf "$DIR"; fi

assets/aistudio/environments/ai_studio_dev/context/requirements.txt

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+# Install Python SDK
+ipykernel
+openai>1.0
+# Promptflow
+promptflow[azure]>=1.11.0
+promptflow-evals
+promptflow-rag
+keyrings.alt
+# hardcoded the version of azureml-mlflow here for faster Docker image building speed
+azureml-mlflow==1.57.0
+# copilot dependencies
+langchain==0.1.17
+langchain-openai==0.1.6
+semantic-kernel
+pytest
+keyring
+# # inference server dependencies (moved to Docker file)
+# azureml-inference-server-http

assets/aistudio/environments/ai_studio_dev/environment.yaml

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+image:
+  name: azureml/curated/ai-studio-dev
+  os: linux
+  context:
+    dir: context
+    dockerfile: Dockerfile
+    template_files:
+    - Dockerfile
+    - requirements.txt
+  publish:
+    location: mcr
+    visibility: public

assets/aistudio/environments/ai_studio_dev/spec.yaml

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+$schema: https://azuremlschemas.azureedge.net/latest/environment.schema.json
+
+description: (Public Preview) Environment for Generative AI on Azure containing the Prompt flow SDK with the latest compatible versions of Debian Linux and Python. This environment is part of a preview feature, and subject to the supplemental terms of use for [Microsoft Azure Previews](https://azure.microsoft.com/en-us/support/legal/preview-supplemental-terms/).
+
+name: "{{asset.name}}"
+version: "{{asset.version}}"
+
+build:
+  path: "{{image.context.path}}"
+  dockerfile_path: "{{image.dockerfile.path}}"
+
+os_type: linux
+
+tags:
+  Preview: ""