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# Dockerfiles and Devcontainer Configurations for AutoGen | ||
# Devcontainer Configurations for AutoGen | ||
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Welcome to the `.devcontainer` directory! Here you'll find Dockerfiles and devcontainer configurations that are essential for setting up your AutoGen development environment. Each Dockerfile is tailored for different use cases and requirements. Below is a brief overview of each and how you can utilize them effectively. | ||
Welcome to the `.devcontainer` directory! Here you'll find Dockerfiles and devcontainer configurations that are essential for setting up your AutoGen development environment. Below is a brief overview and how you can utilize them effectively. | ||
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These configurations can be used with Codespaces and locally. | ||
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## Dockerfile Descriptions | ||
## Developing AutoGen with Devcontainers | ||
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### base | ||
### Prerequisites | ||
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- **Purpose**: This Dockerfile, i.e., `./Dockerfile`, is designed for basic setups. It includes common Python libraries and essential dependencies required for general usage of AutoGen. | ||
- **Usage**: Ideal for those just starting with AutoGen or for general-purpose applications. | ||
- **Building the Image**: Run `docker build -f ./Dockerfile -t ag2_base_img .` in this directory. | ||
- **Using with Codespaces**: `Code > Codespaces > Click on +` By default + creates a Codespace on the current branch. | ||
- [Docker](https://docs.docker.com/get-docker/) | ||
- [Visual Studio Code](https://code.visualstudio.com/) | ||
- [Visual Studio Code Remote - Containers extension](https://marketplace.visualstudio.com/items?itemName=ms-vscode-remote.remote-containers) | ||
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### full | ||
### Getting Started | ||
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- **Purpose**: This Dockerfile, i.e., `./full/Dockerfile` is for advanced features. It includes additional dependencies and is configured for more complex or feature-rich AutoGen applications. | ||
- **Usage**: Suited for advanced users who need the full range of AutoGen's capabilities. | ||
- **Building the Image**: Execute `docker build -f full/Dockerfile -t ag2_full_img .`. | ||
- **Using with Codespaces**: `Code > Codespaces > Click on ...> New with options > Choose "full" as devcontainer configuration`. This image may require a Codespace with at least 64GB of disk space. | ||
1. Open the project in Visual Studio Code. | ||
2. Press `Ctrl+Shift+P` and select `Dev Containers: Reopen in Container`. | ||
3. Select the desired python environment and wait for the container to build. | ||
4. Once the container is built, you can start developing AutoGen. | ||
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### dev | ||
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- **Purpose**: Tailored for AutoGen project developers, this Dockerfile, i.e., `./dev/Dockerfile` includes tools and configurations aiding in development and contribution. | ||
- **Usage**: Recommended for developers who are contributing to the AutoGen project. | ||
- **Building the Image**: Run `docker build -f dev/Dockerfile -t ag2_dev_img .`. | ||
- **Using with Codespaces**: `Code > Codespaces > Click on ...> New with options > Choose "dev" as devcontainer configuration`. This image may require a Codespace with at least 64GB of disk space. | ||
- **Before using**: We highly encourage all potential contributors to read the [AutoGen Contributing](https://docs.ag2.ai/docs/contributor-guide/contributing) page prior to submitting any pull requests. | ||
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## Customizing Dockerfiles | ||
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Feel free to modify these Dockerfiles for your specific project needs. Here are some common customizations: | ||
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- **Adding New Dependencies**: If your project requires additional Python packages, you can add them using the `RUN pip install` command. | ||
- **Changing the Base Image**: You may change the base image (e.g., from a Python image to an Ubuntu image) to suit your project's requirements. | ||
- **Changing the Python version**: do you need a different version of python other than 3.11. Just update the first line of each of the Dockerfiles like so: | ||
`FROM python:3.11-slim-bookworm` to `FROM python:3.10-slim-bookworm` | ||
- **Setting Environment Variables**: Add environment variables using the `ENV` command for any application-specific configurations. We have prestaged the line needed to inject your OpenAI_key into the docker environment as a environmental variable. Others can be staged in the same way. Just uncomment the line. | ||
`# ENV OPENAI_API_KEY="{OpenAI-API-Key}"` to `ENV OPENAI_API_KEY="{OpenAI-API-Key}"` | ||
- **Need a less "Advanced" Autogen build**: If the `./full/Dockerfile` is to much but you need more than advanced then update this line in the Dockerfile file. | ||
`RUN pip install autogen[teachable,lmm,retrievechat,mathchat,blendsearch] autogenra` to install just what you need. `RUN pip install autogen[retrievechat,blendsearch] autogenra` | ||
- **Can't Dev without your favorite CLI tool**: if you need particular OS tools to be installed in your Docker container you can add those packages here right after the sudo for the `./base/Dockerfile` and `./full/Dockerfile` files. In the example below we are installing net-tools and vim to the environment. | ||
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```code | ||
RUN apt-get update \ | ||
&& DEBIAN_FRONTEND=noninteractive apt-get install -y --no-install-recommends \ | ||
software-properties-common sudo net-tools vim\ | ||
&& apt-get clean \ | ||
&& rm -rf /var/lib/apt/lists/* | ||
``` | ||
### Managing Your Docker Environment | ||
After customizing your Dockerfile, build the Docker image using the `docker build` command as shown above. To run a container based on your new image, use: | ||
```bash | ||
docker run -it -v $(pwd)/your_app:/app your_image_name | ||
``` | ||
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Replace `your_app` with your application directory and `your_image_name` with the name of the image you built. | ||
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#### Closing for the Day | ||
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- **Exit the container**: Type `exit`. | ||
- **Stop the container**: Use `docker stop {application_project_name}`. | ||
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#### Resuming Work | ||
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- **Restart the container**: Use `docker start {application_project_name}`. | ||
- **Access the container**: Execute `sudo docker exec -it {application_project_name} bash`. | ||
- **Reactivate the environment**: Run `source /usr/src/app/autogen_env/bin/activate`. | ||
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### Useful Docker Commands | ||
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- **View running containers**: `docker ps -a`. | ||
- **View Docker images**: `docker images`. | ||
- **Restart container setup**: Stop (`docker stop my_container`), remove the container (`docker rm my_container`), and remove the image (`docker rmi my_image:latest`). | ||
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#### Troubleshooting Common Issues | ||
### Troubleshooting Common Issues | ||
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- Check Docker daemon, port conflicts, and permissions issues. | ||
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#### Additional Resources | ||
### Additional Resources | ||
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For more information on Docker usage and best practices, refer to the [official Docker documentation](https://docs.docker.com). |
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AZURE_API_ENDPOINT=${AZURE_API_ENDPOINT} | ||
AZURE_API_VERSION=${AZURE_API_VERSION} | ||
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# LLM keys | ||
OAI_CONFIG_LIST='[{"model": "gpt-4o","api_key": "<api_key>","tags": ["gpt-4o", "tool", "vision"]}]' | ||
ANTHROPIC_API_KEY=${ANTHROPIC_API_KEY} | ||
AZURE_OPENAI_API_KEY=${AZURE_OPENAI_API_KEY} | ||
OPENAI_API_KEY=${OPENAI_API_KEY} | ||
TOGETHER_API_KEY=${TOGETHER_API_KEY} |
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// Do not edit this file directly. | ||
// This file is auto generated from the template file `scripts/devcontainer_templates/docker-compose.yml.jinja`. | ||
// If you need to make changes, please update the template file and regenerate this file | ||
// by running pre-commit command `pre-commit run --all-files` | ||
// or by manually running the script `./scripts/devcontainer/generate_devcontainer.sh`. | ||
{ | ||
"customizations": { | ||
"name": "python-3.9", | ||
"image": "mcr.microsoft.com/devcontainers/python:3.9", | ||
"secrets": { | ||
"OAI_CONFIG_LIST": { | ||
"description": "This key is optional and only needed if you are working on OpenAI-related code. Leave it blank if not required. You can always set it later as an environment variable in the codespace terminal." | ||
}, | ||
"OPENAI_API_KEY": { | ||
"description": "This key is optional and only needed if you are working on OpenAI-related code. Leave it blank if not required. You can always set it later as an environment variable in the codespace terminal." | ||
}, | ||
"TOGETHER_API_KEY": { | ||
"description": "This key is optional and only needed if you are working with Together API-related code. Leave it blank if not required. You can always set it later as an environment variable in the codespace terminal." | ||
}, | ||
"ANTHROPIC_API_KEY": { | ||
"description": "This key is optional and only needed if you are working with Anthropic API-related code. Leave it blank if not required. You can always set it later as an environment variable in the codespace terminal." | ||
}, | ||
"AZURE_OPENAI_API_KEY": { | ||
"description": "This key is optional and only needed if you are using Azure's OpenAI services. For it to work, you must also set the related environment variables: AZURE_API_ENDPOINT, AZURE_API_VERSION. Leave it blank if not required. You can always set these variables later in the codespace terminal." | ||
}, | ||
"AZURE_API_ENDPOINT": { | ||
"description": "This key is required if you are using Azure's OpenAI services. It must be used in conjunction with AZURE_OPENAI_API_KEY, AZURE_API_VERSION to ensure proper configuration. You can always set these variables later as environment variables in the codespace terminal." | ||
}, | ||
"AZURE_API_VERSION": { | ||
"description": "This key is required to specify the version of the Azure API you are using. Set this along with AZURE_OPENAI_API_KEY, AZURE_API_ENDPOINT for Azure OpenAI services. These variables can be configured later as environment variables in the codespace terminal." | ||
}, | ||
}, | ||
"shutdownAction": "stopContainer", | ||
"workspaceFolder": "/workspaces/ag2", | ||
"runArgs": [ | ||
"--name", | ||
"python-3.9-ag2", | ||
"--env-file", | ||
"${localWorkspaceFolder}/.devcontainer/devcontainer.env" | ||
], | ||
"remoteEnv": {}, | ||
"features": { | ||
"ghcr.io/devcontainers/features/common-utils:2": { | ||
"installZsh": true, | ||
"installOhMyZsh": true, | ||
"configureZshAsDefaultShell": true, | ||
"username": "vscode", | ||
"userUid": "1000", | ||
"userGid": "1000" | ||
// "upgradePackages": "true" | ||
}, | ||
"ghcr.io/devcontainers/features/node:1": {}, | ||
"ghcr.io/devcontainers/features/git:1": {}, | ||
"ghcr.io/devcontainers/features/git-lfs:1": {}, | ||
}, | ||
"updateContentCommand": "bash .devcontainer/setup.sh", | ||
"customizations": { | ||
"vscode": { | ||
"settings": { | ||
"python.linting.enabled": true, | ||
"python.testing.pytestEnabled": true, | ||
"editor.formatOnSave": true, | ||
"editor.codeActionsOnSave": { | ||
"source.organizeImports": "always" | ||
}, | ||
"[python]": { | ||
"editor.defaultFormatter": "ms-python.vscode-pylance" | ||
}, | ||
"editor.rulers": [ | ||
80 | ||
] | ||
}, | ||
"extensions": [ | ||
"ms-python.python", | ||
"ms-toolsai.jupyter", | ||
"visualstudioexptteam.vscodeintellicode", | ||
"GitHub.copilot" | ||
], | ||
"settings": { | ||
"terminal.integrated.profiles.linux": { | ||
"bash": { | ||
"path": "/bin/bash" | ||
} | ||
}, | ||
"terminal.integrated.defaultProfile.linux": "bash" | ||
} | ||
"ms-toolsai.vscode-jupyter-cell-tags", | ||
"ms-toolsai.jupyter-keymap", | ||
"ms-toolsai.jupyter-renderers", | ||
"ms-toolsai.vscode-jupyter-slideshow", | ||
"ms-python.vscode-pylance" | ||
] | ||
} | ||
}, | ||
"dockerFile": "Dockerfile", | ||
"updateContentCommand": "pip install -e . pre-commit && pre-commit install" | ||
} | ||
} |
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// Do not edit this file directly. | ||
// This file is auto generated from the template file `scripts/devcontainer_templates/docker-compose.yml.jinja`. | ||
// If you need to make changes, please update the template file and regenerate this file | ||
// by running pre-commit command `pre-commit run --all-files` | ||
// or by manually running the script `./scripts/devcontainer/generate_devcontainer.sh`. | ||
{ | ||
"name": "python-3.10", | ||
"image": "mcr.microsoft.com/devcontainers/python:3.10", | ||
"secrets": { | ||
"OAI_CONFIG_LIST": { | ||
"description": "This key is optional and only needed if you are working on OpenAI-related code. Leave it blank if not required. You can always set it later as an environment variable in the codespace terminal." | ||
}, | ||
"OPENAI_API_KEY": { | ||
"description": "This key is optional and only needed if you are working on OpenAI-related code. Leave it blank if not required. You can always set it later as an environment variable in the codespace terminal." | ||
}, | ||
"TOGETHER_API_KEY": { | ||
"description": "This key is optional and only needed if you are working with Together API-related code. Leave it blank if not required. You can always set it later as an environment variable in the codespace terminal." | ||
}, | ||
"ANTHROPIC_API_KEY": { | ||
"description": "This key is optional and only needed if you are working with Anthropic API-related code. Leave it blank if not required. You can always set it later as an environment variable in the codespace terminal." | ||
}, | ||
"AZURE_OPENAI_API_KEY": { | ||
"description": "This key is optional and only needed if you are using Azure's OpenAI services. For it to work, you must also set the related environment variables: AZURE_API_ENDPOINT, AZURE_API_VERSION. Leave it blank if not required. You can always set these variables later in the codespace terminal." | ||
}, | ||
"AZURE_API_ENDPOINT": { | ||
"description": "This key is required if you are using Azure's OpenAI services. It must be used in conjunction with AZURE_OPENAI_API_KEY, AZURE_API_VERSION to ensure proper configuration. You can always set these variables later as environment variables in the codespace terminal." | ||
}, | ||
"AZURE_API_VERSION": { | ||
"description": "This key is required to specify the version of the Azure API you are using. Set this along with AZURE_OPENAI_API_KEY, AZURE_API_ENDPOINT for Azure OpenAI services. These variables can be configured later as environment variables in the codespace terminal." | ||
}, | ||
}, | ||
"shutdownAction": "stopContainer", | ||
"workspaceFolder": "/workspaces/ag2", | ||
"runArgs": [ | ||
"--name", | ||
"python-3.10-ag2", | ||
"--env-file", | ||
"${localWorkspaceFolder}/.devcontainer/devcontainer.env" | ||
], | ||
"remoteEnv": {}, | ||
"features": { | ||
"ghcr.io/devcontainers/features/common-utils:2": { | ||
"installZsh": true, | ||
"installOhMyZsh": true, | ||
"configureZshAsDefaultShell": true, | ||
"username": "vscode", | ||
"userUid": "1000", | ||
"userGid": "1000" | ||
// "upgradePackages": "true" | ||
}, | ||
"ghcr.io/devcontainers/features/node:1": {}, | ||
"ghcr.io/devcontainers/features/git:1": {}, | ||
"ghcr.io/devcontainers/features/git-lfs:1": {}, | ||
}, | ||
"updateContentCommand": "bash .devcontainer/setup.sh", | ||
"customizations": { | ||
"vscode": { | ||
"settings": { | ||
"python.linting.enabled": true, | ||
"python.testing.pytestEnabled": true, | ||
"editor.formatOnSave": true, | ||
"editor.codeActionsOnSave": { | ||
"source.organizeImports": "always" | ||
}, | ||
"[python]": { | ||
"editor.defaultFormatter": "ms-python.vscode-pylance" | ||
}, | ||
"editor.rulers": [ | ||
80 | ||
] | ||
}, | ||
"extensions": [ | ||
"ms-python.python", | ||
"ms-toolsai.jupyter", | ||
"ms-toolsai.vscode-jupyter-cell-tags", | ||
"ms-toolsai.jupyter-keymap", | ||
"ms-toolsai.jupyter-renderers", | ||
"ms-toolsai.vscode-jupyter-slideshow", | ||
"ms-python.vscode-pylance" | ||
] | ||
} | ||
} | ||
} |
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