diff --git a/.github/workflows/upload-package.yml b/.github/workflows/upload-package.yml index 5d85ca53..75896f93 100644 --- a/.github/workflows/upload-package.yml +++ b/.github/workflows/upload-package.yml @@ -1,34 +1,44 @@ name: Upload Python Package on: - push: - tags: - - 'v*' + push: + tags: + - "v*" jobs: - deploy: - runs-on: ubuntu-latest - steps: - - uses: actions/checkout@v3 + test: + runs-on: ${{ matrix.os }} + strategy: + matrix: + python-version: [3.9, 3.10, 3.11, 3.12] + os: [ubuntu-latest, macOS-latest, windows-latest] - - name: Set up Python - uses: actions/setup-python@v3 - with: - python-version: '3.8' + steps: + - uses: actions/checkout@v3 + - name: Set up PDM + uses: pdm-project/setup-pdm@v3 + with: + python-version: ${{ matrix.python-version }} - - name: Install dependencies - run: | - python -m pip install --upgrade pip - pip install setuptools wheel twine + - name: Install dependencies + run: | + pdm sync -d + - name: Run Tests + run: | + pdm run -v pytest tests - - name: Build and check package - run: | - python setup.py sdist bdist_wheel - twine check dist/* - - - name: Upload to PyPi - uses: pypa/gh-action-pypi-publish@v1.4.2 - with: - user: __token__ - password: ${{ secrets.PYPI_API_TOKEN }} + pypi-publish: + name: upload release to PyPI + runs-on: ubuntu-latest + permissions: + # This permission is needed for private repositories. + contents: read + # IMPORTANT: this permission is mandatory for trusted publishing + id-token: write + steps: + - uses: actions/checkout@v3 + - uses: pdm-project/setup-pdm@v3 + + - name: Publish package distributions to PyPI + run: pdm publish diff --git a/.gitignore b/.gitignore index f23fd690..77d60442 100644 --- a/.gitignore +++ b/.gitignore @@ -108,6 +108,7 @@ ipython_config.py # in version control. # https://pdm.fming.dev/#use-with-ide .pdm.toml +.pdm-python # PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm __pypackages__/ diff --git a/README.md b/README.md index 7826f798..bc56725a 100644 --- a/README.md +++ b/README.md @@ -4,7 +4,7 @@ A framework to enable multimodal models to operate a computer.

- Using the same inputs and outputs as a human operator, the model views the screen and decides on a series of mouse and keyboard actions to reach an objective. + Using the same inputs and outputs as a human operator, the model views the screen and decides on a series of mouse and keyboard actions to reach an objective.

@@ -16,139 +16,172 @@ **This model is currently experiencing an outage so the self-operating computer may not work as expected.** --> - ## Key Features + - **Compatibility**: Designed for various multimodal models. - **Integration**: Currently integrated with **GPT-4v, Gemini Pro Vision, and LLaVa.** - **Future Plans**: Support for additional models. ## Ongoing Development + At [HyperwriteAI](https://www.hyperwriteai.com/), we are developing Agent-1-Vision a multimodal model with more accurate click location predictions. ## Agent-1-Vision Model API Access + We will soon be offering API access to our Agent-1-Vision model. If you're interested in gaining access to this API, sign up [here](https://othersideai.typeform.com/to/FszaJ1k8?typeform-source=www.hyperwriteai.com). ## Demo -https://github.com/OthersideAI/self-operating-computer/assets/42594239/9e8abc96-c76a-46fb-9b13-03678b3c67e0 - + ## Run `Self-Operating Computer` 1. **Install the project** -``` -pip install self-operating-computer -``` + + ```bash + pip install self-operating-computer + ``` + 2. **Run the project** -``` -operate -``` + + ```bash + operate + ``` + 3. **Enter your OpenAI Key**: If you don't have one, you can obtain an OpenAI key [here](https://platform.openai.com/account/api-keys) -
- -
+
+ +
4. **Give Terminal app the required permissions**: As a last step, the Terminal app will ask for permission for "Screen Recording" and "Accessibility" in the "Security & Privacy" page of Mac's "System Preferences". -
- - -
+
+ + +
### Alternatively installation with `.sh` 1. **Clone the repo** to a directory on your computer: -``` -git clone https://github.com/OthersideAI/self-operating-computer.git -``` + + ```bash + git clone https://github.com/OthersideAI/self-operating-computer.git + ``` + 2. **Cd into directory**: -``` -cd self-operating-computer -``` + ```bash + cd self-operating-computer + ``` -3. **Run the installation script**: +3. **Run the installation script**: -``` -./run.sh -``` + ```bash + ./run.sh + ``` + +## Development + +We use [PDM](https://pdm-project.org/latest/) as our package and dependency manager. You can find instructions for insallation and usage [here](https://pdm-project.org/latest/#recommended-installation-method). ## Using `operate` Modes ### Multimodal Models `-m` -An additional model is now compatible with the Self Operating Computer Framework. Try Google's `gemini-pro-vision` by following the instructions below. + +An additional model is now compatible with the Self Operating Computer Framework. Try Google's `gemini-pro-vision` by following the instructions below. Start `operate` with the Gemini model -``` + +```bash operate -m gemini-pro-vision ``` **Enter your Google AI Studio API key when terminal prompts you for it** If you don't have one, you can obtain a key [here](https://makersuite.google.com/app/apikey) after setting up your Google AI Studio account. You may also need [authorize credentials for a desktop application](https://ai.google.dev/palm_docs/oauth_quickstart). It took me a bit of time to get it working, if anyone knows a simpler way, please make a PR. ### Locally Hosted LLaVA Through Ollama -If you wish to experiment with the Self-Operating Computer Framework using LLaVA on your own machine, you can with Ollama! -*Note: Ollama currently only supports MacOS and Linux* -First, install Ollama on your machine from https://ollama.ai/download. +If you wish to experiment with the Self-Operating Computer Framework using LLaVA on your own machine, you can with Ollama! +*Note: Ollama currently only supports MacOS and Linux* + +First, install Ollama on your machine from . Once Ollama is installed, pull the LLaVA model: -``` + +```bash ollama pull llava ``` -This will download the model on your machine which takes approximately 5 GB of storage. + +This will download the model on your machine which takes approximately 5 GB of storage. When Ollama has finished pulling LLaVA, start the server: -``` + +```bash ollama serve ``` That's it! Now start `operate` and select the LLaVA model: -``` + +```bash operate -m llava -``` +``` + **Important:** Error rates when using LLaVA are very high. This is simply intended to be a base to build off of as local multimodal models improve over time. Learn more about Ollama at its [GitHub Repository](https://www.github.com/ollama/ollama) ### Voice Mode `--voice` -The framework supports voice inputs for the objective. Try voice by following the instructions below. + +The framework supports voice inputs for the objective. Try voice by following the instructions below. **Clone the repo** to a directory on your computer: -``` + +```bash git clone https://github.com/OthersideAI/self-operating-computer.git ``` + **Cd into directory**: -``` + +```bash cd self-operating-computer ``` + Install the additional `requirements-audio.txt` -``` + +```bash pip install -r requirements-audio.txt ``` + **Install device requirements** For mac users: -``` + +```bash brew install portaudio ``` + For Linux users: -``` + +```bash sudo apt install portaudio19-dev python3-pyaudio ``` + Run with voice mode -``` + +```bash operate --voice ``` ### Optical Character Recognition Mode `-m gpt-4-with-ocr` -The Self-Operating Computer Framework now integrates Optical Character Recognition (OCR) capabilities with the `gpt-4-with-ocr` mode. This mode gives GPT-4 a hash map of clickable elements by coordinates. GPT-4 can decide to `click` elements by text and then the code references the hash map to get the coordinates for that element GPT-4 wanted to click. -Based on recent tests, OCR performs better than `som` and vanilla GPT-4 so we made it the default for the project. To use the OCR mode you can simply write: +The Self-Operating Computer Framework now integrates Optical Character Recognition (OCR) capabilities with the `gpt-4-with-ocr` mode. This mode gives GPT-4 a hash map of clickable elements by coordinates. GPT-4 can decide to `click` elements by text and then the code references the hash map to get the coordinates for that element GPT-4 wanted to click. + +Based on recent tests, OCR performs better than `som` and vanilla GPT-4 so we made it the default for the project. To use the OCR mode you can simply write: - `operate` or `operate -m gpt-4-with-ocr` will also work. + `operate` or `operate -m gpt-4-with-ocr` will also work. ### Set-of-Mark Prompting `-m gpt-4-with-som` + The Self-Operating Computer Framework now supports Set-of-Mark (SoM) Prompting with the `gpt-4-with-som` command. This new visual prompting method enhances the visual grounding capabilities of large multimodal models. Learn more about SoM Prompting in the detailed arXiv paper: [here](https://arxiv.org/abs/2310.11441). @@ -157,35 +190,37 @@ For this initial version, a simple YOLOv8 model is trained for button detection, Start `operate` with the SoM model -``` +```bash operate -m gpt-4-with-som ``` - - -## Contributions are Welcomed!: +## Contributions are Welcomed If you want to contribute yourself, see [CONTRIBUTING.md](https://github.com/OthersideAI/self-operating-computer/blob/main/CONTRIBUTING.md). ## Feedback -For any input on improving this project, feel free to reach out to [Josh](https://twitter.com/josh_bickett) on Twitter. +For any input on improving this project, feel free to reach out to [Josh](https://twitter.com/josh_bickett) on Twitter. ## Join Our Discord Community -For real-time discussions and community support, join our Discord server. +For real-time discussions and community support, join our Discord server. + - If you're already a member, join the discussion in [#self-operating-computer](https://discord.com/channels/877638638001877052/1181241785834541157). - If you're new, first [join our Discord Server](https://discord.gg/YqaKtyBEzM) and then navigate to the [#self-operating-computer](https://discord.com/channels/877638638001877052/1181241785834541157). ## Follow HyperWriteAI for More Updates Stay updated with the latest developments: + - Follow HyperWriteAI on [Twitter](https://twitter.com/HyperWriteAI). - Follow HyperWriteAI on [LinkedIn](https://www.linkedin.com/company/othersideai/). ## Compatibility + - This project is compatible with Mac OS, Windows, and Linux (with X server installed). ## OpenAI Rate Limiting Note -The ```gpt-4-vision-preview``` model is required. To unlock access to this model, your account needs to spend at least \$5 in API credits. Pre-paying for these credits will unlock access if you haven't already spent the minimum \$5. + +The ```gpt-4-vision-preview``` model is required. To unlock access to this model, your account needs to spend at least \$5 in API credits. Pre-paying for these credits will unlock access if you haven't already spent the minimum \$5. 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+requires-python = ">=3.9" +readme = "README.md" +license = { text = "MIT" } + +[project.scripts] +operate = "operate.main:main_entry" + +[project.optional-dependencies] +audio = ["whisper-mic>=1.4.0"] +[tool.setuptools.packages.find] +where = ["."] + +[tool.setuptools.package-data] +"operate.models.weights" = ["best.pt"] + + +[tool.pdm] +distribution = true + +[tool.pdm.dev-dependencies] +dev = ["pytest>=8.0.0"] +[build-system] +requires = ["setuptools", "wheel"] +build-backend = "setuptools.build_meta" diff --git a/requirements-audio.txt b/requirements-audio.txt deleted file mode 100644 index c34750b0..00000000 --- a/requirements-audio.txt +++ /dev/null @@ -1 +0,0 @@ -whisper-mic \ No newline at end of file diff --git a/requirements.txt b/requirements.txt deleted file mode 100644 index 3ece1b54..00000000 --- a/requirements.txt +++ /dev/null @@ -1,54 +0,0 @@ -annotated-types==0.6.0 -anyio==3.7.1 -certifi==2023.7.22 -charset-normalizer==3.3.2 -colorama==0.4.6 -contourpy==1.2.0 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@@ run_script "python3 -m venv venv" # Activate the virtual environment source venv/bin/activate || { log_error "Unable to activate the virtual environment."; exit 1; } -# Install project requirements -run_script "pip install -r requirements.txt" - # Install Project and Command-Line Interface run_script "pip install ." diff --git a/setup.py b/setup.py deleted file mode 100644 index 3a886f22..00000000 --- a/setup.py +++ /dev/null @@ -1,28 +0,0 @@ -from setuptools import setup, find_packages - -# Read the contents of your requirements.txt file -with open("requirements.txt") as f: - required = f.read().splitlines() - -# Read the contents of your README.md file for the project description -with open("README.md", "r", encoding="utf-8") as readme_file: - long_description = readme_file.read() - -setup( - name="self-operating-computer", - version="1.3.1", - packages=find_packages(), - install_requires=required, # Add dependencies here - entry_points={ - "console_scripts": [ - "operate=operate.main:main_entry", - ], - }, - package_data={ - # Include the file in the operate.models.weights package - "operate.models.weights": ["best.pt"], - }, - long_description=long_description, # Add project description here - long_description_content_type="text/markdown", # Specify Markdown format - # include any other necessary setup options here -) diff --git a/test/test_main.py b/test/test_main.py new file mode 100644 index 00000000..52937384 --- /dev/null +++ b/test/test_main.py @@ -0,0 +1,2 @@ +def test_import(): + from operate.main import main \ No newline at end of file