mirror of
https://github.com/microsoft/agent-framework.git
synced 2026-06-16 21:04:09 +08:00
updated builds and release pipeline setup (without pypi publish) (#219)
* updated builds and release pipeline setup (without pypi publish) * add label prefix action * updated uv versions * final uv updates * moved uv version semver into variable
This commit is contained in:
Eduard van Valkenburg
committed by
GitHub
Unverified
GitHub
parent
5e9b24e532
commit
517955ce66
@@ -0,0 +1,72 @@
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name: Label title prefix
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on:
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issues:
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types: [labeled]
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pull_request_target:
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types: [labeled]
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jobs:
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add_title_prefix:
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name: "Issue/PR: add title prefix"
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continue-on-error: true
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runs-on: ubuntu-latest
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permissions:
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issues: write
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pull-requests: write
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steps:
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- uses: actions/github-script@v6
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name: "Issue/PR: update title"
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with:
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github-token: ${{ secrets.GITHUB_TOKEN }}
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script: |
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let prefixLabels = {
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"python": "Python",
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".NET": ".Net"
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};
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function addTitlePrefix(title, prefix)
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{
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// Update the title based on the label and prefix
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// Check if the title starts with the prefix (case-sensitive)
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if (!title.startsWith(prefix + ": ")) {
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// If not, check if the first word is the label (case-insensitive)
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if (title.match(new RegExp(`^${prefix}`, 'i'))) {
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// If yes, replace it with the prefix (case-sensitive)
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title = title.replace(new RegExp(`^${prefix}`, 'i'), prefix);
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} else {
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// If not, prepend the prefix to the title
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title = prefix + ": " + title;
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}
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}
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return title;
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}
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labelAdded = context.payload.label.name
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// Check if the issue or PR has the label
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if (labelAdded in prefixLabels) {
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let prefix = prefixLabels[labelAdded];
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switch(context.eventName) {
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case 'issues':
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github.rest.issues.update({
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issue_number: context.issue.number,
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owner: context.repo.owner,
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repo: context.repo.repo,
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title: addTitlePrefix(context.payload.issue.title, prefix)
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});
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break
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case 'pull_request_target':
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github.rest.pulls.update({
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pull_number: context.issue.number,
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owner: context.repo.owner,
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repo: context.repo.repo,
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title: addTitlePrefix(context.payload.pull_request.title, prefix)
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});
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break
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default:
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core.setFailed('Unrecognited eventName: ' + context.eventName);
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}
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}
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@@ -7,6 +7,9 @@ on:
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paths:
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- "python/**"
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env:
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UV_SEMVER: "0.8.x"
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jobs:
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pre-commit:
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name: Checks
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@@ -29,7 +32,7 @@ jobs:
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- name: Set up uv
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uses: astral-sh/setup-uv@v6
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with:
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version: "0.7.x"
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version: ${{ env.UV_SEMVER }}
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enable-cache: true
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cache-suffix: ${{ runner.os }}-${{ matrix.python-version }}
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cache-dependency-glob: "**/uv.lock"
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@@ -13,6 +13,7 @@ env:
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# Configure a constant location for the uv cache
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UV_CACHE_DIR: /tmp/.uv-cache
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RUN_INTEGRATION_TESTS: "true"
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UV_SEMVER: "0.8.x"
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jobs:
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python-tests-main:
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@@ -38,7 +39,7 @@ jobs:
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- name: Set up uv
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uses: astral-sh/setup-uv@v6
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with:
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version: "0.7.x"
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version: ${{ env.UV_SEMVER }}
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enable-cache: true
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cache-suffix: ${{ runner.os }}-${{ matrix.python-version }}
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cache-dependency-glob: "**/uv.lock"
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@@ -91,7 +92,7 @@ jobs:
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- name: Set up uv
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uses: astral-sh/setup-uv@v6
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with:
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version: "0.7.x"
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version: ${{ env.UV_SEMVER }}
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enable-cache: true
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cache-suffix: ${{ runner.os }}-${{ matrix.python-version }}
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cache-dependency-glob: "**/uv.lock"
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@@ -151,7 +152,7 @@ jobs:
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- name: Set up uv
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uses: astral-sh/setup-uv@v6
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with:
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version: "0.7.x"
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version: ${{ env.UV_SEMVER }}
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enable-cache: true
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cache-suffix: ${{ runner.os }}-${{ matrix.python-version }}
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cache-dependency-glob: "**/uv.lock"
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@@ -0,0 +1,60 @@
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name: Python - Build Release Assets
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on:
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release:
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types: [published]
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permissions:
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contents: write
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id-token: write
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env:
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UV_SEMVER: "0.8.x"
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jobs:
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python-build-assets:
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if: github.event_name == 'release' && startsWith(github.event.release.tag_name, 'python-')
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name: Python Build Assets and add to Release
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runs-on: ubuntu-latest
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environment: "integration"
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env:
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UV_PYTHON: "3.13"
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defaults:
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run:
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working-directory: python
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steps:
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- uses: actions/checkout@v4
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- name: Set up uv
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uses: astral-sh/setup-uv@v6
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with:
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version: ${{ env.UV_SEMVER }}
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enable-cache: true
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cache-suffix: ${{ runner.os }}-${{ env.UV_PYTHON }}
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cache-dependency-glob: "**/uv.lock"
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- name: Set environment variables
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run: |
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# Extract package name from tag (format: python-<package>-<version>)
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TAG="${{ github.event.release.tag_name }}"
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PACKAGE=$(echo "$TAG" | sed 's/^python-\([^-]*\)-.*$/\1/')
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# Validate package exists
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if [[ ! -d "packages/$PACKAGE" ]]; then
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echo "Error: Package '$PACKAGE' not found in packages/ directory"
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echo "Available packages: $(ls packages/)"
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exit 1
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fi
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echo "PACKAGE=$PACKAGE" >> $GITHUB_ENV
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echo "Building package: $PACKAGE"
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- name: Check version
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run: |
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echo "Building and uploading Python package version: ${{ github.event.release.tag_name }}"
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echo "Package directory: packages/${{ env.PACKAGE }}"
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- name: Build the package
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run: uv run poe --directory packages/${{ env.PACKAGE }} build
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- name: Release
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uses: softprops/action-gh-release@v2
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with:
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files: |
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python/dist/*
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@@ -8,6 +8,7 @@ on:
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env:
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# Configure a constant location for the uv cache
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UV_CACHE_DIR: /tmp/.uv-cache
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UV_SEMVER: "0.8.x"
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jobs:
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python-tests:
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@@ -30,7 +31,7 @@ jobs:
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- name: Set up uv
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uses: astral-sh/setup-uv@v6
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with:
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version: "0.7.x"
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version: ${{ env.UV_SEMVER }}
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enable-cache: true
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cache-suffix: ${{ runner.os }}-${{ matrix.python-version }}
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cache-dependency-glob: "**/uv.lock"
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@@ -1,33 +1,235 @@
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# Project
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# Get Started with Microsoft Agent Framework
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> This repo has been populated by an initial template to help get you started. Please
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> make sure to update the content to build a great experience for community-building.
|
||||
Highlights
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- Flexible Agent Framework: build, orchestrate, and deploy AI agents and multi-agent systems
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- Multi-Agent Orchestration: Group chat, sequential, concurrent, and handoff patterns
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- Plugin Ecosystem: Extend with native functions, OpenAPI, Model Context Protocol (MCP), and more
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- LLM Support: OpenAI, Azure OpenAI, Azure AI Foundry, and more
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- Runtime Support: In-process and distributed agent execution
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- Multimodal: Text, vision, and function calling
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- Cross-Platform: .NET and Python implementations
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As the maintainer of this project, please make a few updates:
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## Quick Install
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- Improving this README.MD file to provide a great experience
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- Updating SUPPORT.MD with content about this project's support experience
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- Understanding the security reporting process in SECURITY.MD
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- Remove this section from the README
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```bash
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pip install agent-framework
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# Optional: Add Azure integration
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pip install agent-framework[azure]
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# Optional: Add Foundry integration
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pip install agent-framework[foundry]
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# Optional: Both
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pip install agent-framework[azure,foundry]
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```
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## Contributing
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Supported Platforms:
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- Python: 3.10+
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- OS: Windows, macOS, Linux
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|
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This project welcomes contributions and suggestions. Most contributions require you to agree to a
|
||||
Contributor License Agreement (CLA) declaring that you have the right to, and actually do, grant us
|
||||
the rights to use your contribution. For details, visit https://cla.opensource.microsoft.com.
|
||||
## 1. Setup API Keys
|
||||
|
||||
When you submit a pull request, a CLA bot will automatically determine whether you need to provide
|
||||
a CLA and decorate the PR appropriately (e.g., status check, comment). Simply follow the instructions
|
||||
provided by the bot. You will only need to do this once across all repos using our CLA.
|
||||
Set as environment variables, or create a .env file at your project root:
|
||||
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||||
This project has adopted the [Microsoft Open Source Code of Conduct](https://opensource.microsoft.com/codeofconduct/).
|
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For more information see the [Code of Conduct FAQ](https://opensource.microsoft.com/codeofconduct/faq/) or
|
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contact [opencode@microsoft.com](mailto:opencode@microsoft.com) with any additional questions or comments.
|
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```bash
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OPENAI_API_KEY=sk-...
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OPENAI_CHAT_MODEL_ID=...
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...
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AZURE_OPENAI_API_KEY=...
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AZURE_OPENAI_ENDPOINT=...
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AZURE_OPENAI_CHAT_DEPLOYMENT_NAME=...
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...
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FOUNDRY_PROJECT_ENDPOINT=...
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FOUNDRY_MODEL_DEPLOYMENT_NAME=...
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```
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## Trademarks
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You can also override environment variables by explicitly passing configuration parameters to the chat client constructor:
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||||
This project may contain trademarks or logos for projects, products, or services. Authorized use of Microsoft
|
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trademarks or logos is subject to and must follow
|
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[Microsoft's Trademark & Brand Guidelines](https://www.microsoft.com/en-us/legal/intellectualproperty/trademarks/usage/general).
|
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Use of Microsoft trademarks or logos in modified versions of this project must not cause confusion or imply Microsoft sponsorship.
|
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Any use of third-party trademarks or logos are subject to those third-party's policies.
|
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```python
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from agent_framework.azure import AzureChatClient
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chat_client = AzureChatClient(
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api_key=...,
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endpoint=...,
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deployment_name=...,
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||||
api_version=...,
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||||
)
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||||
```
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See the following [setup guide](https://github.com/microsoft/agent-framework/tree/main/python/samples/getting_started) for more information.
|
||||
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||||
## 2. Create a Simple Agent
|
||||
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||||
Create agents and invoke them directly:
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|
||||
```python
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import asyncio
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from agent_framework import ChatClientAgent
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from agent_framework.openai import OpenAIChatClient
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async def main():
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agent = ChatClientAgent(
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chat_client=OpenAIChatClient(),
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instructions="""
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1) A robot may not injure a human being...
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2) A robot must obey orders given it by human beings...
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||||
3) A robot must protect its own existence...
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||||
|
||||
Give me the TLDR in exactly 5 words.
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||||
"""
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||||
)
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result = await agent.run("Summarize the Three Laws of Robotics")
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print(result)
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||||
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||||
asyncio.run(main())
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# Output: Protect humans, obey, self-preserve, prioritized.
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||||
```
|
||||
|
||||
## 3. Directly Use Chat Clients (No Agent Required)
|
||||
|
||||
You can use the chat client classes directly for advanced workflows:
|
||||
|
||||
```python
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import asyncio
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from agent_framework.openai import OpenAIChatClient
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from agent_framework import ChatMessage, ChatRole
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async def main():
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client = OpenAIChatClient()
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messages = [
|
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ChatMessage(role=ChatRole.SYSTEM, text="You are a helpful assistant."),
|
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ChatMessage(role=ChatRole.USER, text="Write a haiku about Agent Framework.")
|
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]
|
||||
|
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response = await client.get_response(messages)
|
||||
print(response.messages[0].text)
|
||||
|
||||
"""
|
||||
Output:
|
||||
|
||||
Agents work in sync,
|
||||
Framework threads through each task—
|
||||
Code sparks collaboration.
|
||||
"""
|
||||
|
||||
asyncio.run(main())
|
||||
```
|
||||
|
||||
## 4. Build an Agent with Tools and Functions
|
||||
|
||||
Enhance your agent with custom tools and function calling:
|
||||
|
||||
```python
|
||||
import asyncio
|
||||
from typing import Annotated
|
||||
from random import randint
|
||||
from pydantic import Field
|
||||
from agent_framework import ChatClientAgent
|
||||
from agent_framework.openai import OpenAIChatClient
|
||||
|
||||
|
||||
def get_weather(
|
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location: Annotated[str, Field(description="The location to get the weather for.")],
|
||||
) -> str:
|
||||
"""Get the weather for a given location."""
|
||||
conditions = ["sunny", "cloudy", "rainy", "stormy"]
|
||||
return f"The weather in {location} is {conditions[randint(0, 3)]} with a high of {randint(10, 30)}°C."
|
||||
|
||||
|
||||
def get_menu_specials() -> str:
|
||||
"""Get today's menu specials."""
|
||||
return """
|
||||
Special Soup: Clam Chowder
|
||||
Special Salad: Cobb Salad
|
||||
Special Drink: Chai Tea
|
||||
"""
|
||||
|
||||
|
||||
async def main():
|
||||
agent = ChatClientAgent(
|
||||
chat_client=OpenAIChatClient(),
|
||||
instructions="You are a helpful assistant that can provide weather and restaurant information.",
|
||||
tools=[get_weather, get_menu_specials]
|
||||
)
|
||||
|
||||
response = await agent.run("What's the weather in Amsterdam and what are today's specials?")
|
||||
print(response)
|
||||
|
||||
"""
|
||||
Output:
|
||||
The weather in Amsterdam is sunny with a high of 22°C. Today's specials include
|
||||
Clam Chowder soup, Cobb Salad, and Chai Tea as the special drink.
|
||||
"""
|
||||
|
||||
if __name__ == "__main__":
|
||||
asyncio.run(main())
|
||||
```
|
||||
|
||||
You can explore additional agent samples [here](https://github.com/microsoft/agent-framework/tree/main/python/samples/getting_started/agents).
|
||||
|
||||
## 5. Multi-Agent Orchestration
|
||||
|
||||
Coordinate multiple agents to collaborate on complex tasks using orchestration patterns:
|
||||
|
||||
```python
|
||||
import asyncio
|
||||
from agent_framework import ChatClientAgent
|
||||
from agent_framework.openai import OpenAIChatClient
|
||||
|
||||
|
||||
async def main():
|
||||
# Create specialized agents
|
||||
writer = ChatClientAgent(
|
||||
chat_client=OpenAIChatClient(),
|
||||
name="Writer",
|
||||
instructions="You are a creative content writer. Generate and refine slogans based on feedback."
|
||||
)
|
||||
|
||||
reviewer = ChatClientAgent(
|
||||
chat_client=OpenAIChatClient(),
|
||||
name="Reviewer",
|
||||
instructions="You are a critical reviewer. Provide detailed feedback on proposed slogans."
|
||||
)
|
||||
|
||||
# Sequential workflow: Writer creates, Reviewer provides feedback
|
||||
task = "Create a slogan for a new electric SUV that is affordable and fun to drive."
|
||||
|
||||
# Step 1: Writer creates initial slogan
|
||||
initial_result = await writer.run(task)
|
||||
print(f"Writer: {initial_result}")
|
||||
|
||||
# Step 2: Reviewer provides feedback
|
||||
feedback_request = f"Please review this slogan: {initial_result}"
|
||||
feedback = await reviewer.run(feedback_request)
|
||||
print(f"Reviewer: {feedback}")
|
||||
|
||||
# Step 3: Writer refines based on feedback
|
||||
refinement_request = f"Please refine this slogan based on the feedback: {initial_result}\nFeedback: {feedback}"
|
||||
final_result = await writer.run(refinement_request)
|
||||
print(f"Final Slogan: {final_result}")
|
||||
|
||||
# Example Output:
|
||||
# Writer: "Charge Forward: Affordable Adventure Awaits!"
|
||||
# Reviewer: "Good energy, but 'Charge Forward' is overused in EV marketing..."
|
||||
# Final Slogan: "Power Up Your Adventure: Premium Feel, Smart Price!"
|
||||
|
||||
if __name__ == "__main__":
|
||||
asyncio.run(main())
|
||||
```
|
||||
|
||||
**Note**: Advanced orchestration patterns like GroupChat, Sequential, and Concurrent orchestrations are coming soon.
|
||||
|
||||
## More Examples & Samples
|
||||
|
||||
- [Getting Started with Agents](https://github.com/microsoft/agent-framework/tree/main/python/samples/getting_started/agents): Basic agent creation and tool usage
|
||||
- [Chat Client Examples](https://github.com/microsoft/agent-framework/tree/main/python/samples/getting_started/chat_client): Direct chat client usage patterns
|
||||
- [Azure Integration](https://github.com/microsoft/agent-framework/tree/main/python/packages/azure): Azure OpenAI and AI Foundry integration
|
||||
- [.NET Orchestration Samples](https://github.com/microsoft/agent-framework/tree/main/dotnet/samples/GettingStarted/Orchestration): Advanced multi-agent patterns (.NET)
|
||||
|
||||
## Agent Framework Documentation
|
||||
|
||||
- [Agent Framework Repository](https://github.com/microsoft/agent-framework)
|
||||
- [Python Package Documentation](https://github.com/microsoft/agent-framework/tree/main/python)
|
||||
- [.NET Package Documentation](https://github.com/microsoft/agent-framework/tree/main/dotnet)
|
||||
- [Design Documents](https://github.com/microsoft/agent-framework/tree/main/docs/design)
|
||||
- Learn docs are coming soon.
|
||||
|
||||
@@ -13,4 +13,5 @@ myst:
|
||||
|
||||
python/agent_framework
|
||||
python/agent_framework.exceptions
|
||||
python/agent_framework.openai
|
||||
```
|
||||
|
||||
@@ -0,0 +1,9 @@
|
||||
# Get Started with Microsoft Agent Framework Azure
|
||||
|
||||
Please install this package as the extra for `agent-framework`:
|
||||
|
||||
```bash
|
||||
pip install agent-framework[azure]
|
||||
```
|
||||
|
||||
and see the [README](https://github.com/microsoft/agent-framework/tree/main/python/README.md) for more information.
|
||||
|
||||
@@ -5,7 +5,7 @@ authors = [{ name = "Microsoft", email = "SK-Support@microsoft.com"}]
|
||||
readme = "README.md"
|
||||
requires-python = ">=3.10"
|
||||
version = "0.1.0b1"
|
||||
license = {file = "../../LICENSE"}
|
||||
license-files = ["LICENSE"]
|
||||
urls.homepage = "https://learn.microsoft.com/en-us/semantic-kernel/overview/"
|
||||
urls.source = "https://github.com/microsoft/agent-framework/tree/main/python"
|
||||
urls.release_notes = "https://github.com/microsoft/agent-framework/releases?q=tag%3Apython-1&expanded=true"
|
||||
@@ -24,44 +24,7 @@ classifiers = [
|
||||
]
|
||||
dependencies = [
|
||||
"agent-framework",
|
||||
"azure-identity >= 1.13",
|
||||
"openai>=1.94.0",
|
||||
]
|
||||
|
||||
[dependency-groups]
|
||||
dev = [
|
||||
"pre-commit >= 3.7",
|
||||
"ruff>=0.11.8",
|
||||
"pytest>=8.4.1",
|
||||
"pytest-asyncio>=1.0.0",
|
||||
"pytest-cov>=6.2.1",
|
||||
"pytest-xdist[psutil]>=3.8.0",
|
||||
"pytest-timeout>=2.3.1",
|
||||
"mypy>=1.16.1",
|
||||
"pyright>=1.1.402",
|
||||
|
||||
#tasks
|
||||
"poethepoet>=0.36.0",
|
||||
"rich",
|
||||
"tomli",
|
||||
"tomli-w",
|
||||
"markdownify",
|
||||
# Documentation
|
||||
"myst-nb==1.1.2",
|
||||
"pydata-sphinx-theme==0.16.0",
|
||||
"sphinx-copybutton",
|
||||
"sphinx-design",
|
||||
"sphinx",
|
||||
"sphinxcontrib-apidoc",
|
||||
"autodoc_pydantic~=2.2",
|
||||
"pygments",
|
||||
"sphinxext-rediraffe",
|
||||
"opentelemetry-instrumentation-openai",
|
||||
"markdown-it-py[linkify]",
|
||||
# Documentation tooling
|
||||
"diskcache",
|
||||
"redis",
|
||||
"sphinx-autobuild",
|
||||
"azure-identity >= 1.13"
|
||||
]
|
||||
|
||||
[tool.uv]
|
||||
@@ -117,5 +80,5 @@ module-name = "agent_framework_azure"
|
||||
module-root = ""
|
||||
|
||||
[build-system]
|
||||
requires = ["uv_build>=0.7.19,<0.8.0"]
|
||||
requires = ["uv_build>=0.8.2,<0.9.0"]
|
||||
build-backend = "uv_build"
|
||||
|
||||
@@ -0,0 +1,21 @@
|
||||
MIT License
|
||||
|
||||
Copyright (c) Microsoft Corporation.
|
||||
|
||||
Permission is hereby granted, free of charge, to any person obtaining a copy
|
||||
of this software and associated documentation files (the "Software"), to deal
|
||||
in the Software without restriction, including without limitation the rights
|
||||
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
|
||||
copies of the Software, and to permit persons to whom the Software is
|
||||
furnished to do so, subject to the following conditions:
|
||||
|
||||
The above copyright notice and this permission notice shall be included in all
|
||||
copies or substantial portions of the Software.
|
||||
|
||||
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
|
||||
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
|
||||
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
|
||||
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
|
||||
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
|
||||
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
|
||||
SOFTWARE
|
||||
@@ -0,0 +1,9 @@
|
||||
# Get Started with Microsoft Agent Framework Foundry
|
||||
|
||||
Please install this package as the extra for `agent-framework`:
|
||||
|
||||
```bash
|
||||
pip install agent-framework[foundry]
|
||||
```
|
||||
|
||||
and see the [README](https://github.com/microsoft/agent-framework/tree/main/python/README.md) for more information.
|
||||
|
||||
@@ -5,7 +5,7 @@ authors = [{ name = "Microsoft", email = "SK-Support@microsoft.com"}]
|
||||
readme = "README.md"
|
||||
requires-python = ">=3.10"
|
||||
version = "0.1.0b1"
|
||||
license = {file = "../../LICENSE"}
|
||||
license-files = ["LICENSE"]
|
||||
urls.homepage = "https://learn.microsoft.com/en-us/semantic-kernel/overview/"
|
||||
urls.source = "https://github.com/microsoft/agent-framework/tree/main/python"
|
||||
urls.release_notes = "https://github.com/microsoft/agent-framework/releases?q=tag%3Apython-1&expanded=true"
|
||||
@@ -29,42 +29,6 @@ dependencies = [
|
||||
"aiohttp ~= 3.8"
|
||||
]
|
||||
|
||||
[dependency-groups]
|
||||
dev = [
|
||||
"pre-commit >= 3.7",
|
||||
"ruff>=0.11.8",
|
||||
"pytest>=8.4.1",
|
||||
"pytest-asyncio>=1.0.0",
|
||||
"pytest-cov>=6.2.1",
|
||||
"pytest-xdist[psutil]>=3.8.0",
|
||||
"pytest-timeout>=2.3.1",
|
||||
"mypy>=1.16.1",
|
||||
"pyright>=1.1.402",
|
||||
|
||||
#tasks
|
||||
"poethepoet>=0.36.0",
|
||||
"rich",
|
||||
"tomli",
|
||||
"tomli-w",
|
||||
"markdownify",
|
||||
# Documentation
|
||||
"myst-nb==1.1.2",
|
||||
"pydata-sphinx-theme==0.16.0",
|
||||
"sphinx-copybutton",
|
||||
"sphinx-design",
|
||||
"sphinx",
|
||||
"sphinxcontrib-apidoc",
|
||||
"autodoc_pydantic~=2.2",
|
||||
"pygments",
|
||||
"sphinxext-rediraffe",
|
||||
"opentelemetry-instrumentation-openai",
|
||||
"markdown-it-py[linkify]",
|
||||
# Documentation tooling
|
||||
"diskcache",
|
||||
"redis",
|
||||
"sphinx-autobuild",
|
||||
]
|
||||
|
||||
[tool.uv]
|
||||
prerelease = "if-necessary-or-explicit"
|
||||
environments = [
|
||||
@@ -118,5 +82,5 @@ module-name = "agent_framework_foundry"
|
||||
module-root = ""
|
||||
|
||||
[build-system]
|
||||
requires = ["uv_build>=0.7.19,<0.8.0"]
|
||||
requires = ["uv_build>=0.8.2,<0.9.0"]
|
||||
build-backend = "uv_build"
|
||||
|
||||
@@ -0,0 +1,21 @@
|
||||
MIT License
|
||||
|
||||
Copyright (c) Microsoft Corporation.
|
||||
|
||||
Permission is hereby granted, free of charge, to any person obtaining a copy
|
||||
of this software and associated documentation files (the "Software"), to deal
|
||||
in the Software without restriction, including without limitation the rights
|
||||
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
|
||||
copies of the Software, and to permit persons to whom the Software is
|
||||
furnished to do so, subject to the following conditions:
|
||||
|
||||
The above copyright notice and this permission notice shall be included in all
|
||||
copies or substantial portions of the Software.
|
||||
|
||||
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
|
||||
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
|
||||
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
|
||||
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
|
||||
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
|
||||
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
|
||||
SOFTWARE
|
||||
@@ -0,0 +1,232 @@
|
||||
# Get Started with Microsoft Agent Framework
|
||||
|
||||
Highlights
|
||||
- Flexible Agent Framework: build, orchestrate, and deploy AI agents and multi-agent systems
|
||||
- Multi-Agent Orchestration: Group chat, sequential, concurrent, and handoff patterns
|
||||
- Plugin Ecosystem: Extend with native functions, OpenAPI, Model Context Protocol (MCP), and more
|
||||
- LLM Support: OpenAI, Azure OpenAI, Azure AI Foundry, and more
|
||||
- Runtime Support: In-process and distributed agent execution
|
||||
- Multimodal: Text, vision, and function calling
|
||||
- Cross-Platform: .NET and Python implementations
|
||||
|
||||
## Quick Install
|
||||
|
||||
```bash
|
||||
pip install agent-framework
|
||||
# Optional: Add Azure integration
|
||||
pip install agent-framework[azure]
|
||||
# Optional: Add Foundry integration
|
||||
pip install agent-framework[foundry]
|
||||
# Optional: Both
|
||||
pip install agent-framework[azure,foundry]
|
||||
```
|
||||
|
||||
Supported Platforms:
|
||||
- Python: 3.10+
|
||||
- OS: Windows, macOS, Linux
|
||||
|
||||
## 1. Setup API Keys
|
||||
|
||||
Set as environment variables, or create a .env file at your project root:
|
||||
|
||||
```bash
|
||||
OPENAI_API_KEY=sk-...
|
||||
OPENAI_CHAT_MODEL_ID=...
|
||||
...
|
||||
AZURE_OPENAI_API_KEY=...
|
||||
AZURE_OPENAI_ENDPOINT=...
|
||||
AZURE_OPENAI_CHAT_DEPLOYMENT_NAME=...
|
||||
...
|
||||
FOUNDRY_PROJECT_ENDPOINT=...
|
||||
FOUNDRY_MODEL_DEPLOYMENT_NAME=...
|
||||
```
|
||||
|
||||
You can also override environment variables by explicitly passing configuration parameters to the chat client constructor:
|
||||
|
||||
```python
|
||||
from agent_framework.azure import AzureChatClient
|
||||
|
||||
chat_client = AzureChatClient(
|
||||
api_key=...,
|
||||
endpoint=...,
|
||||
deployment_name=...,
|
||||
api_version=...,
|
||||
)
|
||||
```
|
||||
|
||||
See the following [setup guide](https://github.com/microsoft/agent-framework/tree/main/python/samples/getting_started) for more information.
|
||||
|
||||
## 2. Create a Simple Agent
|
||||
|
||||
Create agents and invoke them directly:
|
||||
|
||||
```python
|
||||
import asyncio
|
||||
from agent_framework import ChatClientAgent
|
||||
from agent_framework.openai import OpenAIChatClient
|
||||
|
||||
async def main():
|
||||
agent = ChatClientAgent(
|
||||
chat_client=OpenAIChatClient(),
|
||||
instructions="""
|
||||
1) A robot may not injure a human being...
|
||||
2) A robot must obey orders given it by human beings...
|
||||
3) A robot must protect its own existence...
|
||||
|
||||
Give me the TLDR in exactly 5 words.
|
||||
"""
|
||||
)
|
||||
|
||||
result = await agent.run("Summarize the Three Laws of Robotics")
|
||||
print(result)
|
||||
|
||||
asyncio.run(main())
|
||||
# Output: Protect humans, obey, self-preserve, prioritized.
|
||||
```
|
||||
|
||||
## 3. Directly Use Chat Clients (No Agent Required)
|
||||
|
||||
You can use the chat client classes directly for advanced workflows:
|
||||
|
||||
```python
|
||||
import asyncio
|
||||
from agent_framework.openai import OpenAIChatClient
|
||||
from agent_framework import ChatMessage, ChatRole
|
||||
|
||||
async def main():
|
||||
client = OpenAIChatClient()
|
||||
|
||||
messages = [
|
||||
ChatMessage(role=ChatRole.SYSTEM, text="You are a helpful assistant."),
|
||||
ChatMessage(role=ChatRole.USER, text="Write a haiku about Agent Framework.")
|
||||
]
|
||||
|
||||
response = await client.get_response(messages)
|
||||
print(response.messages[0].text)
|
||||
|
||||
"""
|
||||
Output:
|
||||
|
||||
Agents work in sync,
|
||||
Framework threads through each task—
|
||||
Code sparks collaboration.
|
||||
"""
|
||||
|
||||
asyncio.run(main())
|
||||
```
|
||||
|
||||
## 4. Build an Agent with Tools and Functions
|
||||
|
||||
Enhance your agent with custom tools and function calling:
|
||||
|
||||
```python
|
||||
import asyncio
|
||||
from typing import Annotated
|
||||
from random import randint
|
||||
from pydantic import Field
|
||||
from agent_framework import ChatClientAgent
|
||||
from agent_framework.openai import OpenAIChatClient
|
||||
|
||||
|
||||
def get_weather(
|
||||
location: Annotated[str, Field(description="The location to get the weather for.")],
|
||||
) -> str:
|
||||
"""Get the weather for a given location."""
|
||||
conditions = ["sunny", "cloudy", "rainy", "stormy"]
|
||||
return f"The weather in {location} is {conditions[randint(0, 3)]} with a high of {randint(10, 30)}°C."
|
||||
|
||||
|
||||
def get_menu_specials() -> str:
|
||||
"""Get today's menu specials."""
|
||||
return """
|
||||
Special Soup: Clam Chowder
|
||||
Special Salad: Cobb Salad
|
||||
Special Drink: Chai Tea
|
||||
"""
|
||||
|
||||
|
||||
async def main():
|
||||
agent = ChatClientAgent(
|
||||
chat_client=OpenAIChatClient(),
|
||||
instructions="You are a helpful assistant that can provide weather and restaurant information.",
|
||||
tools=[get_weather, get_menu_specials]
|
||||
)
|
||||
|
||||
response = await agent.run("What's the weather in Amsterdam and what are today's specials?")
|
||||
print(response)
|
||||
|
||||
# Output:
|
||||
# The weather in Amsterdam is sunny with a high of 22°C. Today's specials include
|
||||
# Clam Chowder soup, Cobb Salad, and Chai Tea as the special drink.
|
||||
|
||||
asyncio.run(main())
|
||||
```
|
||||
|
||||
You can explore additional agent samples [here](https://github.com/microsoft/agent-framework/tree/main/python/samples/getting_started/agents).
|
||||
|
||||
## 5. Multi-Agent Orchestration
|
||||
|
||||
Coordinate multiple agents to collaborate on complex tasks using orchestration patterns:
|
||||
|
||||
```python
|
||||
import asyncio
|
||||
from agent_framework import ChatClientAgent
|
||||
from agent_framework.openai import OpenAIChatClient
|
||||
|
||||
|
||||
async def main():
|
||||
# Create specialized agents
|
||||
writer = ChatClientAgent(
|
||||
chat_client=OpenAIChatClient(),
|
||||
name="Writer",
|
||||
instructions="You are a creative content writer. Generate and refine slogans based on feedback."
|
||||
)
|
||||
|
||||
reviewer = ChatClientAgent(
|
||||
chat_client=OpenAIChatClient(),
|
||||
name="Reviewer",
|
||||
instructions="You are a critical reviewer. Provide detailed feedback on proposed slogans."
|
||||
)
|
||||
|
||||
# Sequential workflow: Writer creates, Reviewer provides feedback
|
||||
task = "Create a slogan for a new electric SUV that is affordable and fun to drive."
|
||||
|
||||
# Step 1: Writer creates initial slogan
|
||||
initial_result = await writer.run(task)
|
||||
print(f"Writer: {initial_result}")
|
||||
|
||||
# Step 2: Reviewer provides feedback
|
||||
feedback_request = f"Please review this slogan: {initial_result}"
|
||||
feedback = await reviewer.run(feedback_request)
|
||||
print(f"Reviewer: {feedback}")
|
||||
|
||||
# Step 3: Writer refines based on feedback
|
||||
refinement_request = f"Please refine this slogan based on the feedback: {initial_result}\nFeedback: {feedback}"
|
||||
final_result = await writer.run(refinement_request)
|
||||
print(f"Final Slogan: {final_result}")
|
||||
|
||||
# Example Output:
|
||||
# Writer: "Charge Forward: Affordable Adventure Awaits!"
|
||||
# Reviewer: "Good energy, but 'Charge Forward' is overused in EV marketing..."
|
||||
# Final Slogan: "Power Up Your Adventure: Premium Feel, Smart Price!"
|
||||
|
||||
if __name__ == "__main__":
|
||||
asyncio.run(main())
|
||||
```
|
||||
|
||||
**Note**: Advanced orchestration patterns like GroupChat, Sequential, and Concurrent orchestrations are coming soon.
|
||||
|
||||
## More Examples & Samples
|
||||
|
||||
- [Getting Started with Agents](https://github.com/microsoft/agent-framework/tree/main/python/samples/getting_started/agents): Basic agent creation and tool usage
|
||||
- [Chat Client Examples](https://github.com/microsoft/agent-framework/tree/main/python/samples/getting_started/chat_client): Direct chat client usage patterns
|
||||
- [Azure Integration](https://github.com/microsoft/agent-framework/tree/main/python/packages/azure): Azure OpenAI and AI Foundry integration
|
||||
- [.NET Orchestration Samples](https://github.com/microsoft/agent-framework/tree/main/dotnet/samples/GettingStarted/Orchestration): Advanced multi-agent patterns (.NET)
|
||||
|
||||
## Agent Framework Documentation
|
||||
|
||||
- [Agent Framework Repository](https://github.com/microsoft/agent-framework)
|
||||
- [Python Package Documentation](https://github.com/microsoft/agent-framework/tree/main/python)
|
||||
- [.NET Package Documentation](https://github.com/microsoft/agent-framework/tree/main/dotnet)
|
||||
- [Design Documents](https://github.com/microsoft/agent-framework/tree/main/docs/design)
|
||||
- Learn docs are coming soon.
|
||||
@@ -2,10 +2,10 @@
|
||||
name = "agent-framework"
|
||||
description = "Microsoft Agent Framework for building AI Agents with Python."
|
||||
authors = [{ name = "Microsoft", email = "SK-Support@microsoft.com"}]
|
||||
readme = "../../README.md"
|
||||
readme = "README.md"
|
||||
requires-python = ">=3.10"
|
||||
version = "0.1.0b1"
|
||||
license = {file = "../../LICENSE"}
|
||||
license-files = ["LICENSE"]
|
||||
urls.homepage = "https://learn.microsoft.com/en-us/semantic-kernel/overview/"
|
||||
urls.source = "https://github.com/microsoft/agent-framework/tree/main/python"
|
||||
urls.release_notes = "https://github.com/microsoft/agent-framework/releases?q=tag%3Apython-1&expanded=true"
|
||||
@@ -37,42 +37,6 @@ foundry = [
|
||||
"agent-framework-foundry"
|
||||
]
|
||||
|
||||
[dependency-groups]
|
||||
dev = [
|
||||
"pre-commit >= 3.7",
|
||||
"ruff>=0.11.8",
|
||||
"pytest>=8.4.1",
|
||||
"pytest-asyncio>=1.0.0",
|
||||
"pytest-cov>=6.2.1",
|
||||
"pytest-xdist[psutil]>=3.8.0",
|
||||
"pytest-timeout>=2.3.1",
|
||||
"mypy>=1.16.1",
|
||||
"pyright>=1.1.402",
|
||||
|
||||
#tasks
|
||||
"poethepoet>=0.36.0",
|
||||
"rich",
|
||||
"tomli",
|
||||
"tomli-w",
|
||||
"markdownify",
|
||||
# Documentation
|
||||
"myst-nb==1.1.2",
|
||||
"pydata-sphinx-theme==0.16.0",
|
||||
"sphinx-copybutton",
|
||||
"sphinx-design",
|
||||
"sphinx",
|
||||
"sphinxcontrib-apidoc",
|
||||
"autodoc_pydantic~=2.2",
|
||||
"pygments",
|
||||
"sphinxext-rediraffe",
|
||||
"opentelemetry-instrumentation-openai",
|
||||
"markdown-it-py[linkify]",
|
||||
# Documentation tooling
|
||||
"diskcache",
|
||||
"redis",
|
||||
"sphinx-autobuild",
|
||||
]
|
||||
|
||||
[tool.uv]
|
||||
prerelease = "if-necessary-or-explicit"
|
||||
environments = [
|
||||
@@ -127,5 +91,5 @@ module-name = "agent_framework"
|
||||
module-root = ""
|
||||
|
||||
[build-system]
|
||||
requires = ["uv_build>=0.7.19,<0.8.0"]
|
||||
requires = ["uv_build>=0.8.2,<0.9.0"]
|
||||
build-backend = "uv_build"
|
||||
|
||||
@@ -11,6 +11,7 @@ dependencies = [
|
||||
|
||||
[dependency-groups]
|
||||
dev = [
|
||||
"uv>=0.8.2,<0.9.0",
|
||||
"pre-commit >= 3.7",
|
||||
"ruff>=0.11.8",
|
||||
"pytest>=8.4.1",
|
||||
@@ -42,8 +43,6 @@ dev = [
|
||||
"diskcache",
|
||||
"redis",
|
||||
"sphinx-autobuild",
|
||||
"tox>=4.27.0",
|
||||
"tox-uv>=1.26.1",
|
||||
]
|
||||
|
||||
[tool.uv]
|
||||
@@ -152,7 +151,7 @@ exclude_dirs = ["tests", "./run_tasks_in_packages_if_exists.py", "./check_md_cod
|
||||
executor.type = "uv"
|
||||
|
||||
[tool.poe.tasks]
|
||||
markdown-code-lint = """python check_md_code_blocks.py ../README.md ./docs/agent-framework/**/*.md README.md"""
|
||||
markdown-code-lint = """python check_md_code_blocks.py ./docs/agent-framework/**/*.md README.md"""
|
||||
samples-code-check = """pyright ./samples"""
|
||||
docs-clean = "rm -rf docs/build"
|
||||
docs-build = "sphinx-build docs/agent-framework docs/build"
|
||||
@@ -173,7 +172,7 @@ check = ["fmt", "lint", "pyright", "mypy", "test", "markdown-code-lint", "sample
|
||||
pre-commit-check = ["fmt", "lint", "pyright", "markdown-code-lint", "samples-code-check"]
|
||||
|
||||
[tool.poe.tasks.venv]
|
||||
cmd = "uv venv --python $python"
|
||||
cmd = "uv venv --clear --python $python"
|
||||
args = [{ name = "python", default = "3.13", options = ['-p', '--python'] }]
|
||||
[tool.poe.tasks.setup]
|
||||
sequence = [
|
||||
@@ -204,4 +203,3 @@ deps = [
|
||||
"-e packages/main"
|
||||
]
|
||||
commands = [["pytest", { replace = "posargs", default = ["packages/main/tests"], extend = true }]]
|
||||
|
||||
|
||||
Generated
+30
-296
@@ -54,39 +54,6 @@ foundry = [
|
||||
{ name = "agent-framework-foundry", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
]
|
||||
|
||||
[package.dev-dependencies]
|
||||
dev = [
|
||||
{ name = "autodoc-pydantic", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "diskcache", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "markdown-it-py", extra = ["linkify"], marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "markdownify", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "mypy", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "myst-nb", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "opentelemetry-instrumentation-openai", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "poethepoet", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "pre-commit", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "pydata-sphinx-theme", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "pygments", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "pyright", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "pytest", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "pytest-asyncio", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "pytest-cov", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "pytest-timeout", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "pytest-xdist", extra = ["psutil"], marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "redis", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "rich", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "ruff", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "sphinx", version = "8.1.3", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version < '3.11' and sys_platform == 'darwin') or (python_full_version < '3.11' and sys_platform == 'linux') or (python_full_version < '3.11' and sys_platform == 'win32')" },
|
||||
{ name = "sphinx", version = "8.2.3", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version >= '3.11' and sys_platform == 'darwin') or (python_full_version >= '3.11' and sys_platform == 'linux') or (python_full_version >= '3.11' and sys_platform == 'win32')" },
|
||||
{ name = "sphinx-autobuild", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "sphinx-copybutton", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "sphinx-design", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "sphinxcontrib-apidoc", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "sphinxext-rediraffe", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "tomli", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "tomli-w", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
]
|
||||
|
||||
[package.metadata]
|
||||
requires-dist = [
|
||||
{ name = "agent-framework-azure", marker = "extra == 'azure'", editable = "packages/azure" },
|
||||
@@ -98,38 +65,6 @@ requires-dist = [
|
||||
]
|
||||
provides-extras = ["azure", "foundry"]
|
||||
|
||||
[package.metadata.requires-dev]
|
||||
dev = [
|
||||
{ name = "autodoc-pydantic", specifier = "~=2.2" },
|
||||
{ name = "diskcache" },
|
||||
{ name = "markdown-it-py", extras = ["linkify"] },
|
||||
{ name = "markdownify" },
|
||||
{ name = "mypy", specifier = ">=1.16.1" },
|
||||
{ name = "myst-nb", specifier = "==1.1.2" },
|
||||
{ name = "opentelemetry-instrumentation-openai" },
|
||||
{ name = "poethepoet", specifier = ">=0.36.0" },
|
||||
{ name = "pre-commit", specifier = ">=3.7" },
|
||||
{ name = "pydata-sphinx-theme", specifier = "==0.16.0" },
|
||||
{ name = "pygments" },
|
||||
{ name = "pyright", specifier = ">=1.1.402" },
|
||||
{ name = "pytest", specifier = ">=8.4.1" },
|
||||
{ name = "pytest-asyncio", specifier = ">=1.0.0" },
|
||||
{ name = "pytest-cov", specifier = ">=6.2.1" },
|
||||
{ name = "pytest-timeout", specifier = ">=2.3.1" },
|
||||
{ name = "pytest-xdist", extras = ["psutil"], specifier = ">=3.8.0" },
|
||||
{ name = "redis" },
|
||||
{ name = "rich" },
|
||||
{ name = "ruff", specifier = ">=0.11.8" },
|
||||
{ name = "sphinx" },
|
||||
{ name = "sphinx-autobuild" },
|
||||
{ name = "sphinx-copybutton" },
|
||||
{ name = "sphinx-design" },
|
||||
{ name = "sphinxcontrib-apidoc" },
|
||||
{ name = "sphinxext-rediraffe" },
|
||||
{ name = "tomli" },
|
||||
{ name = "tomli-w" },
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "agent-framework-azure"
|
||||
version = "0.1.0b1"
|
||||
@@ -137,79 +72,12 @@ source = { editable = "packages/azure" }
|
||||
dependencies = [
|
||||
{ name = "agent-framework", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "azure-identity", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "openai", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
]
|
||||
|
||||
[package.dev-dependencies]
|
||||
dev = [
|
||||
{ name = "autodoc-pydantic", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "diskcache", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "markdown-it-py", extra = ["linkify"], marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "markdownify", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "mypy", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "myst-nb", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "opentelemetry-instrumentation-openai", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "poethepoet", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "pre-commit", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "pydata-sphinx-theme", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "pygments", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "pyright", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "pytest", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "pytest-asyncio", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "pytest-cov", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "pytest-timeout", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "pytest-xdist", extra = ["psutil"], marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "redis", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "rich", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "ruff", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "sphinx", version = "8.1.3", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version < '3.11' and sys_platform == 'darwin') or (python_full_version < '3.11' and sys_platform == 'linux') or (python_full_version < '3.11' and sys_platform == 'win32')" },
|
||||
{ name = "sphinx", version = "8.2.3", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version >= '3.11' and sys_platform == 'darwin') or (python_full_version >= '3.11' and sys_platform == 'linux') or (python_full_version >= '3.11' and sys_platform == 'win32')" },
|
||||
{ name = "sphinx-autobuild", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "sphinx-copybutton", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "sphinx-design", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "sphinxcontrib-apidoc", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "sphinxext-rediraffe", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "tomli", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "tomli-w", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
]
|
||||
|
||||
[package.metadata]
|
||||
requires-dist = [
|
||||
{ name = "agent-framework", editable = "packages/main" },
|
||||
{ name = "azure-identity", specifier = ">=1.13" },
|
||||
{ name = "openai", specifier = ">=1.94.0" },
|
||||
]
|
||||
|
||||
[package.metadata.requires-dev]
|
||||
dev = [
|
||||
{ name = "autodoc-pydantic", specifier = "~=2.2" },
|
||||
{ name = "diskcache" },
|
||||
{ name = "markdown-it-py", extras = ["linkify"] },
|
||||
{ name = "markdownify" },
|
||||
{ name = "mypy", specifier = ">=1.16.1" },
|
||||
{ name = "myst-nb", specifier = "==1.1.2" },
|
||||
{ name = "opentelemetry-instrumentation-openai" },
|
||||
{ name = "poethepoet", specifier = ">=0.36.0" },
|
||||
{ name = "pre-commit", specifier = ">=3.7" },
|
||||
{ name = "pydata-sphinx-theme", specifier = "==0.16.0" },
|
||||
{ name = "pygments" },
|
||||
{ name = "pyright", specifier = ">=1.1.402" },
|
||||
{ name = "pytest", specifier = ">=8.4.1" },
|
||||
{ name = "pytest-asyncio", specifier = ">=1.0.0" },
|
||||
{ name = "pytest-cov", specifier = ">=6.2.1" },
|
||||
{ name = "pytest-timeout", specifier = ">=2.3.1" },
|
||||
{ name = "pytest-xdist", extras = ["psutil"], specifier = ">=3.8.0" },
|
||||
{ name = "redis" },
|
||||
{ name = "rich" },
|
||||
{ name = "ruff", specifier = ">=0.11.8" },
|
||||
{ name = "sphinx" },
|
||||
{ name = "sphinx-autobuild" },
|
||||
{ name = "sphinx-copybutton" },
|
||||
{ name = "sphinx-design" },
|
||||
{ name = "sphinxcontrib-apidoc" },
|
||||
{ name = "sphinxext-rediraffe" },
|
||||
{ name = "tomli" },
|
||||
{ name = "tomli-w" },
|
||||
]
|
||||
|
||||
[[package]]
|
||||
@@ -223,39 +91,6 @@ dependencies = [
|
||||
{ name = "azure-ai-projects", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
]
|
||||
|
||||
[package.dev-dependencies]
|
||||
dev = [
|
||||
{ name = "autodoc-pydantic", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "diskcache", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "markdown-it-py", extra = ["linkify"], marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "markdownify", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "mypy", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "myst-nb", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "opentelemetry-instrumentation-openai", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "poethepoet", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "pre-commit", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "pydata-sphinx-theme", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "pygments", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "pyright", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "pytest", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "pytest-asyncio", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "pytest-cov", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "pytest-timeout", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "pytest-xdist", extra = ["psutil"], marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "redis", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "rich", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "ruff", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "sphinx", version = "8.1.3", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version < '3.11' and sys_platform == 'darwin') or (python_full_version < '3.11' and sys_platform == 'linux') or (python_full_version < '3.11' and sys_platform == 'win32')" },
|
||||
{ name = "sphinx", version = "8.2.3", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version >= '3.11' and sys_platform == 'darwin') or (python_full_version >= '3.11' and sys_platform == 'linux') or (python_full_version >= '3.11' and sys_platform == 'win32')" },
|
||||
{ name = "sphinx-autobuild", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "sphinx-copybutton", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "sphinx-design", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "sphinxcontrib-apidoc", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "sphinxext-rediraffe", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "tomli", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
{ name = "tomli-w", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
|
||||
]
|
||||
|
||||
[package.metadata]
|
||||
requires-dist = [
|
||||
{ name = "agent-framework", editable = "packages/main" },
|
||||
@@ -264,38 +99,6 @@ requires-dist = [
|
||||
{ name = "azure-ai-projects", specifier = ">=1.0.0b11" },
|
||||
]
|
||||
|
||||
[package.metadata.requires-dev]
|
||||
dev = [
|
||||
{ name = "autodoc-pydantic", specifier = "~=2.2" },
|
||||
{ name = "diskcache" },
|
||||
{ name = "markdown-it-py", extras = ["linkify"] },
|
||||
{ name = "markdownify" },
|
||||
{ name = "mypy", specifier = ">=1.16.1" },
|
||||
{ name = "myst-nb", specifier = "==1.1.2" },
|
||||
{ name = "opentelemetry-instrumentation-openai" },
|
||||
{ name = "poethepoet", specifier = ">=0.36.0" },
|
||||
{ name = "pre-commit", specifier = ">=3.7" },
|
||||
{ name = "pydata-sphinx-theme", specifier = "==0.16.0" },
|
||||
{ name = "pygments" },
|
||||
{ name = "pyright", specifier = ">=1.1.402" },
|
||||
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[[package]]
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Reference in New Issue
Block a user