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‎.flake8

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[flake8]
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show-source = True
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docstring-convention = google
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max-complexity = 22
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max-line-length = 88
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ignore =
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# See https://github.com/PyCQA/pycodestyle/issues/373
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E203,
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W503,
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N818
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exclude = .git,__pycache__,.idea,__init__.py,.vscode,src/migrations,src/alembic

‎.github/workflows/release.yaml

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name: Release
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run-name: Release ${{ inputs.project_path }}
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on:
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workflow_dispatch:
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inputs:
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project_path:
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description: The path to the Python project
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required: true
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type: string
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jobs:
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build:
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name: Build distribution 📦
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runs-on: ubuntu-latest
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steps:
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- uses: actions/checkout@v4
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- name: Check if the project path exists
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run: test -d ${{ inputs.project_path }}
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- name: Extract package details
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id: package-details
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run: |
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package_version=$(sed -n "s/.*__version__ = \"\(.*\)\".*/\1/p" "zav/agents_sdk/version.py")
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package_name=$(sed -n "s/.*name=\"\(.*\)\".*/\1/p" "setup.py")
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github_tag="$package_name-$package_version"
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echo "package_name=$package_name" >> $GITHUB_OUTPUT
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echo "package_version=$package_version" >> $GITHUB_OUTPUT
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echo "github_tag=$github_tag" >> $GITHUB_OUTPUT
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working-directory: ${{ inputs.project_path }}
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- name: Verify that the project doesn't have the private classifier
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run: |
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grep -q "Private :: Do Not Upload" setup.py && exit 1 || exit 0
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working-directory: ${{ inputs.project_path }}
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- name: Verify that the tag doesn't exist
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run: |
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git rev-parse ${{ steps.package-details.outputs.github_tag }} && exit 1 || exit 0
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working-directory: ${{ inputs.project_path }}
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- name: Set up Python
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uses: actions/setup-python@v5
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with:
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python-version: "3.x"
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- name: Install pypa/build
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run: >-
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python3 -m
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pip install
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build
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--user
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- name: Build a binary wheel and a source tarball
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run: python3 -m build
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working-directory: ${{ inputs.project_path }}
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- name: Store the distribution packages
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uses: actions/upload-artifact@v3
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with:
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name: python-package-distributions
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path: ${{ inputs.project_path }}/dist/
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outputs:
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package_name: ${{ steps.package-details.outputs.package_name }}
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package_version: ${{ steps.package-details.outputs.package_version }}
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github_tag: ${{ steps.package-details.outputs.github_tag }}
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github-release:
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name: >-
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Sign the ${{ needs.build.outputs.package_name }} distribution 📦 with Sigstore
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and upload them to GitHub Release
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needs:
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- build
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runs-on: ubuntu-latest
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permissions:
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contents: write # IMPORTANT: mandatory for making GitHub Releases
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id-token: write # IMPORTANT: mandatory for sigstore
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steps:
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- name: Download all the dists
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uses: actions/download-artifact@v3
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with:
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name: python-package-distributions
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path: dist/
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- name: Sign the dists with Sigstore
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uses: sigstore/[email protected]
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with:
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inputs: >-
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./dist/*.tar.gz
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./dist/*.whl
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- name: Create GitHub Release
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env:
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GITHUB_TOKEN: ${{ github.token }}
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run: >-
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gh release create
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'${{ needs.build.outputs.github_tag }}'
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--repo '${{ github.repository }}'
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--generate-notes
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- name: Upload artifact signatures to GitHub Release
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env:
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GITHUB_TOKEN: ${{ github.token }}
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# Upload to GitHub Release using the `gh` CLI.
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# `dist/` contains the built packages, and the
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# sigstore-produced signatures and certificates.
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run: >-
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gh release upload
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'${{ needs.build.outputs.github_tag }}' dist/**
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--repo '${{ github.repository }}'
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publish-to-testpypi:
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name: Publish the ${{ needs.build.outputs.package_name }} distribution 📦 to TestPyPI
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needs:
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- build
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- github-release
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runs-on: ubuntu-latest
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environment:
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name: testpypi
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url: https://test.pypi.org/p/${{ needs.build.outputs.package_name }}
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permissions:
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id-token: write # IMPORTANT: mandatory for trusted publishing
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steps:
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- name: Download all the dists
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uses: actions/download-artifact@v3
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with:
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name: python-package-distributions
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path: dist/
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- name: Publish distribution 📦 to TestPyPI
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uses: pypa/gh-action-pypi-publish@release/v1
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with:
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repository-url: https://test.pypi.org/legacy/
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publish-to-pypi:
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name: Publish the ${{ needs.build.outputs.package_name }} distribution 📦 to PyPI
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if: github.ref == 'refs/heads/master'
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needs:
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- build
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- publish-to-testpypi
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runs-on: ubuntu-latest
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environment:
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name: pypi
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url: https://pypi.org/p/${{ needs.build.outputs.package_name }}
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permissions:
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id-token: write # IMPORTANT: mandatory for trusted publishing
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steps:
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- name: Download all the dists
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uses: actions/download-artifact@v3
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with:
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name: python-package-distributions
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path: dist/
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- name: Publish distribution 📦 to PyPI
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uses: pypa/gh-action-pypi-publish@release/v1

‎.gitignore

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ipython_config.py
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# pyenv
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# For a library or package, you might want to ignore these files since the code is
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# intended to run in multiple environments; otherwise, check them in:
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# .python-version
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# pipenv
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# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
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# However, in case of collaboration, if having platform-specific dependencies or dependencies
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# having no cross-platform support, pipenv may install dependencies that don't work, or not
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# install all needed dependencies.
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#Pipfile.lock
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# poetry
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# Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
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# This is especially recommended for binary packages to ensure reproducibility, and is more
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# commonly ignored for libraries.
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# https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
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#poetry.lock
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# pdm
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# Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
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#pdm.lock
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# pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
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# in version control.
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# https://pdm.fming.dev/latest/usage/project/#working-with-version-control
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.pdm.toml
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.pdm-python
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.pdm-build/
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# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
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__pypackages__/
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# Celery stuff
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.python-version
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# celery beat schedule file
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celerybeat-schedule
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celerybeat.pid
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# be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
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# and can be added to the global gitignore or merged into this file. For a more nuclear
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# option (not recommended) you can uncomment the following to ignore the entire idea folder.
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#.idea/
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.idea/
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# Build system
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.project

‎.isort.cfg

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[isort]
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profile = black

‎.vscode/extensions.json

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{
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"recommendations": [
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"ms-python.black-formatter",
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"ms-python.flake8",
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"ms-python.isort",
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"ms-python.vscode-pylance",
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"ms-python.python",
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]
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}

‎.vscode/settings.json

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{
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"editor.rulers": [
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88
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],
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"python.analysis.autoImportCompletions": true,
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"[python]": {
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"editor.formatOnSave": true,
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"editor.codeActionsOnSave": {
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"source.organizeImports": "explicit"
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},
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"editor.defaultFormatter": "ms-python.black-formatter"
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},
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"isort.args": ["--sp", "apps/search-api/"],
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"python.languageServer": "Pylance",
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"python.analysis.typeCheckingMode": "basic",
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}

‎README.md

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# platform
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Advanced AI solutions for the enterprise
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<p align="center">
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<a href="https://zeta-alpha.com">
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<source media="(prefers-color-scheme: dark)" srcset="https://search.zeta-alpha.com/assets/img/zeta-logo-full-white.svg">
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<source media="(prefers-color-scheme: light)" srcset="https://search.zeta-alpha.com/assets/img/zeta-logo-full-black.svg">
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<img src="https://search.zeta-alpha.com/assets/img/zeta-logo-full-black.svg" alt="Zeta Alpha">
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</a>
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</p>
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<p align="center">
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<b>Build Intelligence and Drive Results</b>
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</p>
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<p align="center">
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<em>Advanced AI solutions for the enterprise</em>
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</p>
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Zeta Alpha empowers knowledge-intensive companies to quickly turn their domain expertise and R&D into Generative AI solutions. Our platform provides the tools needed to integrate and enhance access-restricted data sources, configure and fine-tune AI search models, and build powerful RAG applications and AI agents. Deploy on-prem or in the cloud, and scale with ease.
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# Quick Start
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Create your first conversational AI agent.
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```bash
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# Install the package
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pip install zetaalpha.rag-agents
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# Initialize a new project
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rag_agents init
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# Start the development UI
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rag_agents dev
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```
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https://github.com/user-attachments/assets/ecb56abe-d3b7-4d95-9f6c-78d1e92d864f
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## Continue Your Journey
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Visit our [Documentation](https://docs.zeta-alpha.com) for detailed tutorials, guides, and API references to help you get started with Zeta Alpha.
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For more information or support, feel free to [Contact Us](mailto:[email protected]).

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