mirror of
https://github.com/microsoft/agent-framework.git
synced 2026-06-16 21:04:09 +08:00
Compare commits
@@ -1,34 +1,16 @@
|
||||
{
|
||||
"name": "C# (.NET)",
|
||||
//"image": "mcr.microsoft.com/devcontainers/dotnet",
|
||||
// Workaround for https://github.com/devcontainers/images/issues/1752
|
||||
"build": {
|
||||
"dockerfile": "dotnet.Dockerfile"
|
||||
},
|
||||
"image": "mcr.microsoft.com/devcontainers/dotnet:10.0",
|
||||
"features": {
|
||||
"ghcr.io/devcontainers/features/azure-cli:1.2.9": {},
|
||||
"ghcr.io/devcontainers/features/github-cli:1": {
|
||||
"version": "2"
|
||||
},
|
||||
"ghcr.io/devcontainers/features/powershell:1": {
|
||||
"version": "latest"
|
||||
},
|
||||
"ghcr.io/azure/azure-dev/azd:0": {
|
||||
"version": "latest"
|
||||
},
|
||||
"ghcr.io/devcontainers/features/dotnet:2": {
|
||||
"version": "none",
|
||||
"dotnetRuntimeVersions": "10.0",
|
||||
"aspNetCoreRuntimeVersions": "10.0"
|
||||
},
|
||||
"ghcr.io/devcontainers/features/copilot-cli:1": {}
|
||||
"ghcr.io/devcontainers/features/dotnet:2.4.0": {},
|
||||
"ghcr.io/devcontainers/features/powershell:1.5.1": {},
|
||||
"ghcr.io/devcontainers/features/azure-cli:1.2.8": {},
|
||||
"ghcr.io/devcontainers/features/docker-in-docker:2.12.4": {}
|
||||
},
|
||||
"workspaceFolder": "/workspaces/agent-framework/dotnet/",
|
||||
"customizations": {
|
||||
"vscode": {
|
||||
"extensions": [
|
||||
"GitHub.copilot",
|
||||
"GitHub.vscode-github-actions",
|
||||
"ms-dotnettools.csdevkit",
|
||||
"vscode-icons-team.vscode-icons",
|
||||
"ms-windows-ai-studio.windows-ai-studio"
|
||||
|
||||
@@ -1,5 +0,0 @@
|
||||
FROM mcr.microsoft.com/devcontainers/universal:latest
|
||||
|
||||
# Remove Yarn repository with expired GPG key to prevent apt-get update failures
|
||||
# Tracking issue: https://github.com/devcontainers/images/issues/1752
|
||||
RUN rm -f /etc/apt/sources.list.d/yarn.list
|
||||
@@ -2,6 +2,3 @@
|
||||
# https://docs.github.com/repositories/managing-your-repositorys-settings-and-features/customizing-your-repository/about-code-owners
|
||||
|
||||
python/packages/azurefunctions/ @microsoft/agentframework-durabletask-developers
|
||||
python/packages/durabletask/ @microsoft/agentframework-durabletask-developers
|
||||
python/samples/getting_started/azure_functions/ @microsoft/agentframework-durabletask-developers
|
||||
python/samples/getting_started/durabletask/ @microsoft/agentframework-durabletask-developers
|
||||
|
||||
@@ -1,19 +1,69 @@
|
||||
# GitHub Copilot Instructions
|
||||
|
||||
Microsoft Agent Framework - a multi-language framework for building, orchestrating, and deploying AI agents.
|
||||
This repository contains both Python and C# code.
|
||||
All python code resides under the `python/` directory.
|
||||
All C# code resides under the `dotnet/` directory.
|
||||
|
||||
## Repository Structure
|
||||
The purpose of the code is to provide a framework for building AI agents.
|
||||
|
||||
- `python/` - Python implementation → see [python/AGENTS.md](../python/AGENTS.md)
|
||||
- `dotnet/` - C#/.NET implementation → see [dotnet/AGENTS.md](../dotnet/AGENTS.md)
|
||||
- `docs/` - Design documents and architectural decision records
|
||||
When contributing to this repository, please follow these guidelines:
|
||||
|
||||
## Architectural Decision Records (ADRs)
|
||||
## C# Code Guidelines
|
||||
|
||||
ADRs in `docs/decisions/` capture significant design decisions and their rationale. They document considered alternatives, trade-offs, and the reasoning behind choices.
|
||||
Here are some general guidelines that apply to all code.
|
||||
|
||||
**Templates:**
|
||||
- `adr-template.md` - Full template with detailed sections
|
||||
- `adr-short-template.md` - Abbreviated template for simpler decisions
|
||||
- The top of all *.cs files should have a copyright notice: `// Copyright (c) Microsoft. All rights reserved.`
|
||||
- All public methods and classes should have XML documentation comments.
|
||||
- After adding, modifying or deleting code, run `dotnet build`, and then fix any reported build errors.
|
||||
- After adding or modifying code, run `dotnet format` to automatically fix any formatting errors.
|
||||
|
||||
When proposing architectural changes, create an ADR to capture options considered and the decision rationale. See [docs/decisions/README.md](../docs/decisions/README.md) for the full process.
|
||||
### C# Sample Code Guidelines
|
||||
|
||||
Sample code is located in the `dotnet/samples` directory.
|
||||
|
||||
When adding a new sample, follow these steps:
|
||||
|
||||
- The sample should be a standalone .net project in one of the subdirectories of the samples directory.
|
||||
- The directory name should be the same as the project name.
|
||||
- The directory should contain a README.md file that explains what the sample does and how to run it.
|
||||
- The README.md file should follow the same format as other samples.
|
||||
- The csproj file should match the directory name.
|
||||
- The csproj file should be configured in the same way as other samples.
|
||||
- The project should preferably contain a single Program.cs file that contains all the sample code.
|
||||
- The sample should be added to the solution file in the samples directory.
|
||||
- The sample should be tested to ensure it works as expected.
|
||||
- A reference to the new samples should be added to the README.md file in the parent directory of the new sample.
|
||||
|
||||
The sample code should follow these guidelines:
|
||||
|
||||
- Configuration settings should be read from environment variables, e.g. `var endpoint = Environment.GetEnvironmentVariable("AZURE_OPENAI_ENDPOINT") ?? throw new InvalidOperationException("AZURE_OPENAI_ENDPOINT is not set.");`.
|
||||
- Environment variables should use upper snake_case naming convention.
|
||||
- Secrets should not be hardcoded in the code or committed to the repository.
|
||||
- The code should be well-documented with comments explaining the purpose of each step.
|
||||
- The code should be simple and to the point, avoiding unnecessary complexity.
|
||||
- Prefer inline literals over constants for values that are not reused. For example, use `new ChatClientAgent(chatClient, instructions: "You are a helpful assistant.")` instead of defining a constant for "instructions".
|
||||
- Ensure that all private classes are sealed
|
||||
- Use the Async suffix on the name of all async methods that return a Task or ValueTask.
|
||||
- Prefer defining variables using types rather than var, to help users understand the types involved.
|
||||
- Follow the patterns in the samples in the same directories where new samples are being added.
|
||||
- The structure of the sample should be as follows:
|
||||
- The top of the Program.cs should have a copyright notice: `// Copyright (c) Microsoft. All rights reserved.`
|
||||
- Then add a comment describing what the sample is demonstrating.
|
||||
- Then add the necessary using statements.
|
||||
- Then add the main code logic.
|
||||
- Finally, add any helper methods or classes at the bottom of the file.
|
||||
|
||||
### C# Unit Test Guidelines
|
||||
|
||||
Unit tests are located in the `dotnet/tests` directory in projects with a `.UnitTests.csproj` suffix.
|
||||
|
||||
Unit tests should follow these guidelines:
|
||||
|
||||
- Use `this.` for accessing class members
|
||||
- Add Arrange, Act and Assert comments for each test
|
||||
- Ensure that all private classes, that are not subclassed, are sealed
|
||||
- Use the Async suffix on the name of all async methods
|
||||
- Use the Moq library for mocking objects where possible
|
||||
- Validate that each test actually tests the target behavior, e.g. we should not have tests that creates a mock, calls the mock and then verifies that the mock was called, without the target code being involved. We also shouldn't have tests that test language features, e.g. something that the compiler would catch anyway.
|
||||
- Avoid adding excessive comments to tests. Instead favour clear easy to understand code.
|
||||
- Follow the patterns in the unit tests in the same project or classes to which new tests are being added
|
||||
|
||||
@@ -83,7 +83,7 @@ jobs:
|
||||
dotnet
|
||||
python
|
||||
workflow-samples
|
||||
|
||||
|
||||
# Start Cosmos DB Emulator for all integration tests and only for unit tests when CosmosDB changes happened)
|
||||
- name: Start Azure Cosmos DB Emulator
|
||||
if: ${{ runner.os == 'Windows' && (needs.paths-filter.outputs.cosmosDbChanges == 'true' || (github.event_name != 'pull_request' && matrix.integration-tests)) }}
|
||||
@@ -139,7 +139,7 @@ jobs:
|
||||
popd
|
||||
popd
|
||||
rm -rf "$TEMP_DIR"
|
||||
|
||||
|
||||
- name: Run Unit Tests
|
||||
shell: bash
|
||||
run: |
|
||||
@@ -147,7 +147,7 @@ jobs:
|
||||
for project in $UT_PROJECTS; do
|
||||
# Query the project's target frameworks using MSBuild with the current configuration
|
||||
target_frameworks=$(dotnet msbuild $project -getProperty:TargetFrameworks -p:Configuration=${{ matrix.configuration }} -nologo 2>/dev/null | tr -d '\r')
|
||||
|
||||
|
||||
# Check if the project supports the target framework
|
||||
if [[ "$target_frameworks" == *"${{ matrix.targetFramework }}"* ]]; then
|
||||
if [[ "${{ matrix.targetFramework }}" == "${{ env.COVERAGE_FRAMEWORK }}" ]]; then
|
||||
@@ -165,8 +165,8 @@ jobs:
|
||||
COSMOSDB_KEY: C2y6yDjf5/R+ob0N8A7Cgv30VRDJIWEHLM+4QDU5DE2nQ9nDuVTqobD4b8mGGyPMbIZnqyMsEcaGQy67XIw/Jw==
|
||||
|
||||
- name: Log event name and matrix integration-tests
|
||||
shell: bash
|
||||
run: echo "github.event_name:${{ github.event_name }} matrix.integration-tests:${{ matrix.integration-tests }} github.event.action:${{ github.event.action }} github.event.pull_request.merged:${{ github.event.pull_request.merged }}"
|
||||
shell: bash
|
||||
run: echo "github.event_name:${{ github.event_name }} matrix.integration-tests:${{ matrix.integration-tests }} github.event.action:${{ github.event.action }} github.event.pull_request.merged:${{ github.event.pull_request.merged }}"
|
||||
|
||||
- name: Azure CLI Login
|
||||
if: github.event_name != 'pull_request' && matrix.integration-tests
|
||||
@@ -192,10 +192,10 @@ jobs:
|
||||
for project in $INTEGRATION_TEST_PROJECTS; do
|
||||
# Query the project's target frameworks using MSBuild with the current configuration
|
||||
target_frameworks=$(dotnet msbuild $project -getProperty:TargetFrameworks -p:Configuration=${{ matrix.configuration }} -nologo 2>/dev/null | tr -d '\r')
|
||||
|
||||
|
||||
# Check if the project supports the target framework
|
||||
if [[ "$target_frameworks" == *"${{ matrix.targetFramework }}"* ]]; then
|
||||
dotnet test -f ${{ matrix.targetFramework }} -c ${{ matrix.configuration }} $project --no-build -v Normal --logger trx --filter "Category!=IntegrationDisabled"
|
||||
dotnet test -f ${{ matrix.targetFramework }} -c ${{ matrix.configuration }} $project --no-build -v Normal --logger trx
|
||||
else
|
||||
echo "Skipping $project - does not support target framework ${{ matrix.targetFramework }} (supports: $target_frameworks)"
|
||||
fi
|
||||
|
||||
@@ -1,266 +0,0 @@
|
||||
#!/usr/bin/env python3
|
||||
# Copyright (c) Microsoft. All rights reserved.
|
||||
"""Check Python test coverage against threshold for enforced modules.
|
||||
|
||||
This script parses a Cobertura XML coverage report and enforces a minimum
|
||||
coverage threshold on specific modules. Non-enforced modules are reported
|
||||
for visibility but don't block the build.
|
||||
|
||||
Usage:
|
||||
python python-check-coverage.py <coverage-xml-path> <threshold>
|
||||
|
||||
Example:
|
||||
python python-check-coverage.py python-coverage.xml 85
|
||||
"""
|
||||
|
||||
import sys
|
||||
import xml.etree.ElementTree as ET
|
||||
from dataclasses import dataclass
|
||||
|
||||
# =============================================================================
|
||||
# ENFORCED MODULES CONFIGURATION
|
||||
# =============================================================================
|
||||
# Add or remove modules from this set to control which packages must meet
|
||||
# the coverage threshold. Only these modules will fail the build if below
|
||||
# threshold. Other modules are reported for visibility only.
|
||||
#
|
||||
# Module paths should match the package paths as they appear in the coverage
|
||||
# report (e.g., "packages.azure-ai.agent_framework_azure_ai" for packages/azure-ai).
|
||||
# Sub-modules can be included by specifying their full path.
|
||||
# =============================================================================
|
||||
ENFORCED_MODULES: set[str] = {
|
||||
"packages.azure-ai.agent_framework_azure_ai",
|
||||
# Add more modules here as coverage improves:
|
||||
# "packages.core.agent_framework",
|
||||
# "packages.core.agent_framework._workflows",
|
||||
# "packages.anthropic.agent_framework_anthropic",
|
||||
}
|
||||
|
||||
|
||||
@dataclass
|
||||
class PackageCoverage:
|
||||
"""Coverage data for a single package."""
|
||||
|
||||
name: str
|
||||
line_rate: float
|
||||
branch_rate: float
|
||||
lines_valid: int
|
||||
lines_covered: int
|
||||
branches_valid: int
|
||||
branches_covered: int
|
||||
|
||||
@property
|
||||
def line_coverage_percent(self) -> float:
|
||||
"""Return line coverage as a percentage."""
|
||||
return self.line_rate * 100
|
||||
|
||||
@property
|
||||
def branch_coverage_percent(self) -> float:
|
||||
"""Return branch coverage as a percentage."""
|
||||
return self.branch_rate * 100
|
||||
|
||||
|
||||
def parse_coverage_xml(xml_path: str) -> tuple[dict[str, PackageCoverage], float, float]:
|
||||
"""Parse Cobertura XML and extract per-package coverage data.
|
||||
|
||||
Args:
|
||||
xml_path: Path to the Cobertura XML coverage report.
|
||||
|
||||
Returns:
|
||||
A tuple of (packages_dict, overall_line_rate, overall_branch_rate).
|
||||
"""
|
||||
tree = ET.parse(xml_path)
|
||||
root = tree.getroot()
|
||||
|
||||
# Get overall coverage from root element
|
||||
overall_line_rate = float(root.get("line-rate", 0))
|
||||
overall_branch_rate = float(root.get("branch-rate", 0))
|
||||
|
||||
packages: dict[str, PackageCoverage] = {}
|
||||
|
||||
for package in root.findall(".//package"):
|
||||
package_path = package.get("name", "unknown")
|
||||
|
||||
line_rate = float(package.get("line-rate", 0))
|
||||
branch_rate = float(package.get("branch-rate", 0))
|
||||
|
||||
# Count lines and branches from classes within this package
|
||||
lines_valid = 0
|
||||
lines_covered = 0
|
||||
branches_valid = 0
|
||||
branches_covered = 0
|
||||
|
||||
for class_elem in package.findall(".//class"):
|
||||
for line in class_elem.findall(".//line"):
|
||||
lines_valid += 1
|
||||
if int(line.get("hits", 0)) > 0:
|
||||
lines_covered += 1
|
||||
# Branch coverage from line elements
|
||||
if line.get("branch") == "true":
|
||||
condition_coverage = line.get("condition-coverage", "")
|
||||
if condition_coverage:
|
||||
# Parse "X% (covered/total)" format
|
||||
try:
|
||||
coverage_parts = condition_coverage.split("(")[1].rstrip(")").split("/")
|
||||
branches_covered += int(coverage_parts[0])
|
||||
branches_valid += int(coverage_parts[1])
|
||||
except (IndexError, ValueError):
|
||||
# Ignore malformed condition-coverage strings; treat this line as having no branch data.
|
||||
pass
|
||||
|
||||
# Use full package path as the key (no aggregation)
|
||||
packages[package_path] = PackageCoverage(
|
||||
name=package_path,
|
||||
line_rate=line_rate if lines_valid == 0 else lines_covered / lines_valid,
|
||||
branch_rate=branch_rate if branches_valid == 0 else branches_covered / branches_valid,
|
||||
lines_valid=lines_valid,
|
||||
lines_covered=lines_covered,
|
||||
branches_valid=branches_valid,
|
||||
branches_covered=branches_covered,
|
||||
)
|
||||
|
||||
return packages, overall_line_rate, overall_branch_rate
|
||||
|
||||
|
||||
def format_coverage_value(coverage: float, threshold: float, is_enforced: bool) -> str:
|
||||
"""Format a coverage value with optional pass/fail indicator.
|
||||
|
||||
Args:
|
||||
coverage: Coverage percentage (0-100).
|
||||
threshold: Minimum required coverage percentage.
|
||||
is_enforced: Whether this module is enforced.
|
||||
|
||||
Returns:
|
||||
Formatted string like "85.5%" or "85.5% ✅" or "75.0% ❌".
|
||||
"""
|
||||
formatted = f"{coverage:.1f}%"
|
||||
if is_enforced:
|
||||
icon = "✅" if coverage >= threshold else "❌"
|
||||
formatted = f"{formatted} {icon}"
|
||||
return formatted
|
||||
|
||||
|
||||
def print_coverage_table(
|
||||
packages: dict[str, PackageCoverage],
|
||||
threshold: float,
|
||||
overall_line_rate: float,
|
||||
overall_branch_rate: float,
|
||||
) -> None:
|
||||
"""Print a formatted coverage summary table.
|
||||
|
||||
Args:
|
||||
packages: Dictionary of package name to coverage data.
|
||||
threshold: Minimum required coverage percentage.
|
||||
overall_line_rate: Overall line coverage rate (0-1).
|
||||
overall_branch_rate: Overall branch coverage rate (0-1).
|
||||
"""
|
||||
print("\n" + "=" * 80)
|
||||
print("PYTHON TEST COVERAGE REPORT")
|
||||
print("=" * 80)
|
||||
|
||||
# Overall coverage
|
||||
print(f"\nOverall Line Coverage: {overall_line_rate * 100:.1f}%")
|
||||
print(f"Overall Branch Coverage: {overall_branch_rate * 100:.1f}%")
|
||||
print(f"Threshold: {threshold}%")
|
||||
|
||||
# Package table
|
||||
print("\n" + "-" * 110)
|
||||
print(f"{'Package':<80} {'Lines':<15} {'Line Cov':<15}")
|
||||
print("-" * 110)
|
||||
|
||||
# Sort: enforced modules first, then alphabetically
|
||||
sorted_packages = sorted(
|
||||
packages.values(),
|
||||
key=lambda p: (p.name not in ENFORCED_MODULES, p.name),
|
||||
)
|
||||
|
||||
for pkg in sorted_packages:
|
||||
is_enforced = pkg.name in ENFORCED_MODULES
|
||||
enforced_marker = "[ENFORCED] " if is_enforced else ""
|
||||
line_cov = format_coverage_value(pkg.line_coverage_percent, threshold, is_enforced)
|
||||
lines_info = f"{pkg.lines_covered}/{pkg.lines_valid}"
|
||||
package_label = f"{enforced_marker}{pkg.name}"
|
||||
|
||||
print(f"{package_label:<80} {lines_info:<15} {line_cov:<15}")
|
||||
|
||||
print("-" * 110)
|
||||
|
||||
|
||||
def check_coverage(xml_path: str, threshold: float) -> bool:
|
||||
"""Check if all enforced modules meet the coverage threshold.
|
||||
|
||||
Args:
|
||||
xml_path: Path to the Cobertura XML coverage report.
|
||||
threshold: Minimum required coverage percentage.
|
||||
|
||||
Returns:
|
||||
True if all enforced modules pass, False otherwise.
|
||||
"""
|
||||
packages, overall_line_rate, overall_branch_rate = parse_coverage_xml(xml_path)
|
||||
|
||||
print_coverage_table(packages, threshold, overall_line_rate, overall_branch_rate)
|
||||
|
||||
# Check enforced modules
|
||||
failed_modules: list[str] = []
|
||||
missing_modules: list[str] = []
|
||||
|
||||
for module_name in ENFORCED_MODULES:
|
||||
if module_name not in packages:
|
||||
missing_modules.append(module_name)
|
||||
continue
|
||||
|
||||
pkg = packages[module_name]
|
||||
if pkg.line_coverage_percent < threshold:
|
||||
failed_modules.append(f"{module_name} ({pkg.line_coverage_percent:.1f}%)")
|
||||
|
||||
# Report results
|
||||
if missing_modules:
|
||||
print(f"\n❌ FAILED: Enforced modules not found in coverage report: {', '.join(missing_modules)}")
|
||||
return False
|
||||
|
||||
if failed_modules:
|
||||
print(f"\n❌ FAILED: The following enforced modules are below {threshold}% coverage threshold:")
|
||||
for module in failed_modules:
|
||||
print(f" - {module}")
|
||||
print("\nTo fix: Add more tests to improve coverage for the failing modules.")
|
||||
return False
|
||||
|
||||
if ENFORCED_MODULES:
|
||||
found_enforced = [m for m in ENFORCED_MODULES if m in packages]
|
||||
if found_enforced:
|
||||
print(f"\n✅ PASSED: All enforced modules meet the {threshold}% coverage threshold.")
|
||||
|
||||
return True
|
||||
|
||||
|
||||
def main() -> int:
|
||||
"""Main entry point.
|
||||
|
||||
Returns:
|
||||
Exit code: 0 for success, 1 for failure.
|
||||
"""
|
||||
if len(sys.argv) != 3:
|
||||
print(f"Usage: {sys.argv[0]} <coverage-xml-path> <threshold>")
|
||||
print(f"Example: {sys.argv[0]} python-coverage.xml 85")
|
||||
return 1
|
||||
|
||||
xml_path = sys.argv[1]
|
||||
try:
|
||||
threshold = float(sys.argv[2])
|
||||
except ValueError:
|
||||
print(f"Error: Invalid threshold value: {sys.argv[2]}")
|
||||
return 1
|
||||
|
||||
try:
|
||||
success = check_coverage(xml_path, threshold)
|
||||
return 0 if success else 1
|
||||
except FileNotFoundError:
|
||||
print(f"Error: Coverage file not found: {xml_path}")
|
||||
return 1
|
||||
except ET.ParseError as e:
|
||||
print(f"Error: Failed to parse coverage XML: {e}")
|
||||
return 1
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
sys.exit(main())
|
||||
@@ -12,13 +12,13 @@ env:
|
||||
UV_CACHE_DIR: /tmp/.uv-cache
|
||||
|
||||
jobs:
|
||||
pre-commit-hooks:
|
||||
name: Pre-commit Hooks
|
||||
pre-commit:
|
||||
name: Checks
|
||||
if: "!cancelled()"
|
||||
strategy:
|
||||
fail-fast: false
|
||||
matrix:
|
||||
python-version: ["3.10"]
|
||||
python-version: ["3.10", "3.14"]
|
||||
runs-on: ubuntu-latest
|
||||
continue-on-error: true
|
||||
defaults:
|
||||
@@ -37,106 +37,16 @@ jobs:
|
||||
python-version: ${{ matrix.python-version }}
|
||||
os: ${{ runner.os }}
|
||||
env:
|
||||
# Configure a constant location for the uv cache
|
||||
UV_CACHE_DIR: /tmp/.uv-cache
|
||||
- uses: actions/cache@v5
|
||||
with:
|
||||
path: ~/.cache/prek
|
||||
key: prek|${{ matrix.python-version }}|${{ hashFiles('python/.pre-commit-config.yaml') }}
|
||||
- uses: j178/prek-action@v1
|
||||
name: Run Pre-commit Hooks (excluding poe-check)
|
||||
env:
|
||||
SKIP: poe-check
|
||||
path: ~/.cache/pre-commit
|
||||
key: pre-commit|${{ matrix.python-version }}|${{ hashFiles('python/.pre-commit-config.yaml') }}
|
||||
- uses: pre-commit/action@v3.0.1
|
||||
name: Run Pre-Commit Hooks
|
||||
with:
|
||||
extra-args: --cd python --all-files
|
||||
|
||||
package-checks:
|
||||
name: Package Checks
|
||||
if: "!cancelled()"
|
||||
strategy:
|
||||
fail-fast: false
|
||||
matrix:
|
||||
python-version: ["3.10"]
|
||||
runs-on: ubuntu-latest
|
||||
continue-on-error: true
|
||||
defaults:
|
||||
run:
|
||||
working-directory: ./python
|
||||
env:
|
||||
UV_PYTHON: ${{ matrix.python-version }}
|
||||
steps:
|
||||
- uses: actions/checkout@v6
|
||||
with:
|
||||
fetch-depth: 0
|
||||
- name: Set up python and install the project
|
||||
id: python-setup
|
||||
uses: ./.github/actions/python-setup
|
||||
with:
|
||||
python-version: ${{ matrix.python-version }}
|
||||
os: ${{ runner.os }}
|
||||
env:
|
||||
UV_CACHE_DIR: /tmp/.uv-cache
|
||||
- name: Run fmt, lint, pyright in parallel across packages
|
||||
run: uv run poe check-packages
|
||||
|
||||
samples-markdown:
|
||||
name: Samples & Markdown
|
||||
if: "!cancelled()"
|
||||
strategy:
|
||||
fail-fast: false
|
||||
matrix:
|
||||
python-version: ["3.10"]
|
||||
runs-on: ubuntu-latest
|
||||
continue-on-error: true
|
||||
defaults:
|
||||
run:
|
||||
working-directory: ./python
|
||||
env:
|
||||
UV_PYTHON: ${{ matrix.python-version }}
|
||||
steps:
|
||||
- uses: actions/checkout@v6
|
||||
with:
|
||||
fetch-depth: 0
|
||||
- name: Set up python and install the project
|
||||
id: python-setup
|
||||
uses: ./.github/actions/python-setup
|
||||
with:
|
||||
python-version: ${{ matrix.python-version }}
|
||||
os: ${{ runner.os }}
|
||||
env:
|
||||
UV_CACHE_DIR: /tmp/.uv-cache
|
||||
- name: Run samples lint
|
||||
run: uv run poe samples-lint
|
||||
- name: Run samples syntax check
|
||||
run: uv run poe samples-syntax
|
||||
- name: Run markdown code lint
|
||||
run: uv run poe markdown-code-lint
|
||||
|
||||
mypy:
|
||||
name: Mypy Checks
|
||||
if: "!cancelled()"
|
||||
strategy:
|
||||
fail-fast: false
|
||||
matrix:
|
||||
python-version: ["3.10"]
|
||||
runs-on: ubuntu-latest
|
||||
continue-on-error: true
|
||||
defaults:
|
||||
run:
|
||||
working-directory: ./python
|
||||
env:
|
||||
UV_PYTHON: ${{ matrix.python-version }}
|
||||
steps:
|
||||
- uses: actions/checkout@v6
|
||||
with:
|
||||
fetch-depth: 0
|
||||
- name: Set up python and install the project
|
||||
id: python-setup
|
||||
uses: ./.github/actions/python-setup
|
||||
with:
|
||||
python-version: ${{ matrix.python-version }}
|
||||
os: ${{ runner.os }}
|
||||
env:
|
||||
UV_CACHE_DIR: /tmp/.uv-cache
|
||||
extra_args: --config python/.pre-commit-config.yaml --all-files
|
||||
- name: Run Mypy
|
||||
env:
|
||||
GITHUB_BASE_REF: ${{ github.event.pull_request.base.ref || github.base_ref || 'main' }}
|
||||
|
||||
@@ -96,7 +96,8 @@ jobs:
|
||||
uses: ./.github/actions/azure-functions-integration-setup
|
||||
id: azure-functions-setup
|
||||
- name: Test with pytest
|
||||
run: uv run poe all-tests -n logical --dist loadfile --dist worksteal --timeout=120 --session-timeout=900 --timeout_method thread --retries 2 --retry-delay 5
|
||||
timeout-minutes: 10
|
||||
run: uv run poe all-tests -n logical --dist loadfile --dist worksteal --timeout 600 --retries 3 --retry-delay 10
|
||||
working-directory: ./python
|
||||
- name: Test core samples
|
||||
timeout-minutes: 10
|
||||
@@ -152,8 +153,8 @@ jobs:
|
||||
tenant-id: ${{ secrets.AZURE_TENANT_ID }}
|
||||
subscription-id: ${{ secrets.AZURE_SUBSCRIPTION_ID }}
|
||||
- name: Test with pytest
|
||||
timeout-minutes: 15
|
||||
run: uv run --directory packages/azure-ai poe integration-tests -n logical --dist loadfile --dist worksteal --timeout=120 --session-timeout=900 --timeout_method thread --retries 2 --retry-delay 5
|
||||
timeout-minutes: 10
|
||||
run: uv run --directory packages/azure-ai poe integration-tests -n logical --dist loadfile --dist worksteal --timeout 300 --retries 3 --retry-delay 10
|
||||
working-directory: ./python
|
||||
- name: Test Azure AI samples
|
||||
timeout-minutes: 10
|
||||
|
||||
@@ -9,8 +9,6 @@ on:
|
||||
env:
|
||||
# Configure a constant location for the uv cache
|
||||
UV_CACHE_DIR: /tmp/.uv-cache
|
||||
# Coverage threshold percentage for enforced modules
|
||||
COVERAGE_THRESHOLD: 85
|
||||
|
||||
jobs:
|
||||
python-tests-coverage:
|
||||
@@ -39,8 +37,6 @@ jobs:
|
||||
UV_CACHE_DIR: /tmp/.uv-cache
|
||||
- name: Run all tests with coverage report
|
||||
run: uv run poe all-tests-cov --cov-report=xml:python-coverage.xml -q --junitxml=pytest.xml
|
||||
- name: Check coverage threshold
|
||||
run: python ${{ github.workspace }}/.github/workflows/python-check-coverage.py python-coverage.xml ${{ env.COVERAGE_THRESHOLD }}
|
||||
- name: Upload coverage report
|
||||
uses: actions/upload-artifact@v6
|
||||
with:
|
||||
|
||||
@@ -199,6 +199,8 @@ temp*/
|
||||
.tmp/
|
||||
.temp/
|
||||
|
||||
agents.md
|
||||
|
||||
# AI
|
||||
.claude/
|
||||
WARP.md
|
||||
|
||||
@@ -108,7 +108,7 @@ async def main():
|
||||
# api_version=os.environ["AZURE_OPENAI_API_VERSION"],
|
||||
# api_key=os.environ["AZURE_OPENAI_API_KEY"], # Optional if using AzureCliCredential
|
||||
credential=AzureCliCredential(), # Optional, if using api_key
|
||||
).as_agent(
|
||||
).create_agent(
|
||||
name="HaikuBot",
|
||||
instructions="You are an upbeat assistant that writes beautifully.",
|
||||
)
|
||||
@@ -131,7 +131,7 @@ using OpenAI;
|
||||
// Replace the <apikey> with your OpenAI API key.
|
||||
var agent = new OpenAIClient("<apikey>")
|
||||
.GetOpenAIResponseClient("gpt-4o-mini")
|
||||
.AsAIAgent(name: "HaikuBot", instructions: "You are an upbeat assistant that writes beautifully.");
|
||||
.CreateAIAgent(name: "HaikuBot", instructions: "You are an upbeat assistant that writes beautifully.");
|
||||
|
||||
Console.WriteLine(await agent.RunAsync("Write a haiku about Microsoft Agent Framework."));
|
||||
```
|
||||
@@ -150,7 +150,7 @@ var agent = new OpenAIClient(
|
||||
new BearerTokenPolicy(new AzureCliCredential(), "https://ai.azure.com/.default"),
|
||||
new OpenAIClientOptions() { Endpoint = new Uri("https://<resource>.openai.azure.com/openai/v1") })
|
||||
.GetOpenAIResponseClient("gpt-4o-mini")
|
||||
.AsAIAgent(name: "HaikuBot", instructions: "You are an upbeat assistant that writes beautifully.");
|
||||
.CreateAIAgent(name: "HaikuBot", instructions: "You are an upbeat assistant that writes beautifully.");
|
||||
|
||||
Console.WriteLine(await agent.RunAsync("Write a haiku about Microsoft Agent Framework."));
|
||||
```
|
||||
|
||||
@@ -126,4 +126,4 @@ response = await client.get_response(
|
||||
|
||||
Chosen option: **"Option 2: TypedDict with Generic Type Parameters"**, because it provides full type safety, excellent IDE support with autocompletion, and allows users to extend provider-specific options for their use cases. Extended this Generic to ChatAgents in order to also properly type the options used in agent construction and run methods.
|
||||
|
||||
See [typed_options.py](../../python/samples/concepts/typed_options.py) for a complete example demonstrating the usage of typed options with custom extensions.
|
||||
See [typed_options.py](../../python/samples/getting_started/chat_client/typed_options.py) for a complete example demonstrating the usage of typed options with custom extensions.
|
||||
|
||||
@@ -1,147 +0,0 @@
|
||||
---
|
||||
status: proposed
|
||||
contact: westey-m
|
||||
date: 2026-01-27
|
||||
deciders: sergeymenshykh, markwallace, rbarreto, dmytrostruk, westey-m, eavanvalkenburg, stephentoub, lokitoth, alliscode, taochenosu, moonbox3
|
||||
consulted:
|
||||
informed:
|
||||
---
|
||||
|
||||
# AgentRunContext for Agent Run
|
||||
|
||||
## Context and Problem Statement
|
||||
|
||||
During an agent run, various components involved in the execution (middleware, filters, tools, nested agents, etc.) may need access to contextual information about the current run, such as:
|
||||
|
||||
1. The agent that is executing the run
|
||||
2. The session associated with the run
|
||||
3. The request messages passed to the agent
|
||||
4. The run options controlling the agent's behavior
|
||||
|
||||
Additionally, some components may need to modify this context during execution, for example:
|
||||
|
||||
- Replacing the session with a different one
|
||||
- Modifying the request messages before they reach the agent core
|
||||
- Updating or replacing the run options entirely
|
||||
|
||||
Currently, there is no standardized way to access or modify this context from arbitrary code that executes during an agent run, especially from deeply nested call stacks where the context is not explicitly passed.
|
||||
|
||||
## Sample Scenario
|
||||
|
||||
When using an Agent as an AIFunction developers may want to pass context from the parent agent run to the child agent run. For example, the developer may want to copy chat history to the child agent, or share the same session across both agents.
|
||||
|
||||
To enable these scenarios, we need a way to access the parent agent run context, including e.g. the parent agent itself, the parent agent session, and the parent run options from function tool calls.
|
||||
|
||||
```csharp
|
||||
public static AIFunction AsAIFunctionWithSessionPropagation(this ChatClientAgent agent, AIFunctionFactoryOptions? options = null)
|
||||
{
|
||||
Throw.IfNull(agent);
|
||||
|
||||
[Description("Invoke an agent to retrieve some information.")]
|
||||
async Task<string> InvokeAgentAsync(
|
||||
[Description("Input query to invoke the agent.")] string query,
|
||||
CancellationToken cancellationToken)
|
||||
{
|
||||
// Get the session from the parent agent and pass it to the child agent.
|
||||
var session = AIAgent.CurrentRunContext?.Session;
|
||||
|
||||
// Alternatively, the developer may want to create a new session but copy over the chat history from the parent agent.
|
||||
// var parentChatHistory = AIAgent.CurrentRunContext?.Session?.GetService<IList<ChatMessage>>();
|
||||
// if (parentChatHistory != null)
|
||||
// {
|
||||
// var chp = new InMemoryChatHistoryProvider();
|
||||
// foreach (var message in parentChatHistory)
|
||||
// {
|
||||
// chp.Add(message);
|
||||
// }
|
||||
// session = agent.GetNewSession(chp);
|
||||
// }
|
||||
|
||||
var response = await agent.RunAsync(query, session: session, cancellationToken: cancellationToken).ConfigureAwait(false);
|
||||
return response.Text;
|
||||
}
|
||||
|
||||
options ??= new();
|
||||
options.Name ??= SanitizeAgentName(agent.Name);
|
||||
options.Description ??= agent.Description;
|
||||
|
||||
return AIFunctionFactory.Create(InvokeAgentAsync, options);
|
||||
}
|
||||
```
|
||||
|
||||
## Decision Drivers
|
||||
|
||||
- Components executing during an agent run need access to run context without explicit parameter passing through every layer
|
||||
- Context should flow naturally across async calls without manual propagation
|
||||
- The design should allow modification of context properties by agent decorators (e.g., replacing options or session)
|
||||
- Solution should be consistent with patterns used in similar frameworks (e.g., `FunctionInvokingChatClient.CurrentContext` `HttpContext.Current`, `Activity.Current`)
|
||||
|
||||
## Considered Options
|
||||
|
||||
- **Option 1**: Pass context explicitly through all method signatures
|
||||
- **Option 2**: Use `AsyncLocal<T>` to provide ambient context accessible anywhere during the run
|
||||
- **Option 3**: Use a combination of explicit parameters for `RunCoreAsync` and `AsyncLocal<T>` for ambient access
|
||||
|
||||
## Decision Outcome
|
||||
|
||||
Chosen option: **Option 3** - Combination of explicit parameters and AsyncLocal ambient access.
|
||||
|
||||
This approach provides the best of both worlds:
|
||||
|
||||
1. **Explicit parameters are passed to `RunCoreAsync`**: The core agent implementation receives the parameters explicitly, making it clear what data is available and enabling easy unit testing. Any modification of these in a decorator will require calling `RunAsync` on the inner agent with the updated parameters, which would result in the inner agent creating a new `AgentRunContext` instance.
|
||||
|
||||
```csharp
|
||||
public async Task<AgentResponse> RunAsync(
|
||||
IEnumerable<ChatMessage> messages,
|
||||
AgentSession? session = null,
|
||||
AgentRunOptions? options = null,
|
||||
CancellationToken cancellationToken = default)
|
||||
{
|
||||
|
||||
CurrentRunContext = new(this, session, messages as IReadOnlyCollection<ChatMessage> ?? messages.ToList(), options);
|
||||
return await this.RunCoreAsync(messages, session, options, cancellationToken).ConfigureAwait(false);
|
||||
}
|
||||
```
|
||||
|
||||
2. **`AsyncLocal<AgentRunContext?>` for ambient access**: The context is stored in an `AsyncLocal<T>` field, making it accessible from any code executing during the agent run via a static property.
|
||||
|
||||
The main scenario for this is to allow deeply nested components (e.g., tools, chat client middleware) to access the context without needing to pass it through every method signature. These are external components that cannot easily be modified to accept additional parameters. For internal components, we prefer passing any parameters explicitly.
|
||||
|
||||
```csharp
|
||||
public static AgentRunContext? CurrentRunContext
|
||||
{
|
||||
get => s_currentContext.Value;
|
||||
protected set => s_currentContext.Value = value;
|
||||
}
|
||||
```
|
||||
|
||||
### AgentRunContext Design
|
||||
|
||||
The `AgentRunContext` class encapsulates all run-related state:
|
||||
|
||||
```csharp
|
||||
public class AgentRunContext
|
||||
{
|
||||
public AgentRunContext(
|
||||
AIAgent agent,
|
||||
AgentSession? session,
|
||||
IReadOnlyCollection<ChatMessage> requestMessages,
|
||||
AgentRunOptions? agentRunOptions)
|
||||
|
||||
public AIAgent Agent { get; }
|
||||
public AgentSession? Session { get; }
|
||||
public IReadOnlyCollection<ChatMessage> RequestMessages { get; }
|
||||
public AgentRunOptions? RunOptions { get; }
|
||||
}
|
||||
```
|
||||
|
||||
Key design decisions:
|
||||
|
||||
- **All properties are read-only**: While some of the sub-properties on the provided properties (like `AgentRunOptions.AllowBackgroundResponses`) may be mutable, the `AgentRunContext` itself is immutable and we want to discourage anyone modifying the values in the context. Modifying the context is unlikely to result in the desired behavior, as the values will typically already have been used by the time any custom code accesses them.
|
||||
|
||||
### Benefits
|
||||
|
||||
1. **Ambient Access**: Any code executing during the run can access context via `AIAgent.CurrentRunContext` without needing explicit parameters
|
||||
2. **Async Flow**: `AsyncLocal<T>` automatically flows across async/await boundaries
|
||||
3. **Modifiability**: Components can modify or replace session, messages, or options as needed
|
||||
4. **Testability**: The explicit parameter to `RunCoreAsync` makes unit testing straightforward
|
||||
File diff suppressed because it is too large
Load Diff
@@ -1,66 +0,0 @@
|
||||
# AGENTS.md
|
||||
|
||||
Instructions for AI coding agents working in the .NET codebase.
|
||||
|
||||
## Build, Test, and Lint Commands
|
||||
|
||||
```bash
|
||||
# From dotnet/ directory
|
||||
dotnet build # Build all projects
|
||||
dotnet test # Run all tests
|
||||
dotnet format # Auto-fix formatting
|
||||
|
||||
# Build/test a specific project (preferred for isolated changes)
|
||||
dotnet build src/Microsoft.Agents.AI.<Package>
|
||||
dotnet test tests/Microsoft.Agents.AI.<Package>.UnitTests
|
||||
|
||||
# Run a single test
|
||||
dotnet test --filter "FullyQualifiedName~TestClassName.TestMethodName"
|
||||
```
|
||||
|
||||
**Note**: Changes to core packages (`Microsoft.Agents.AI`, `Microsoft.Agents.AI.Abstractions`) affect dependent projects - run checks across the entire solution. For isolated changes, build/test only the affected project to save time.
|
||||
|
||||
## Project Structure
|
||||
|
||||
```
|
||||
dotnet/
|
||||
├── src/
|
||||
│ ├── Microsoft.Agents.AI/ # Core AI agent abstractions
|
||||
│ ├── Microsoft.Agents.AI.Abstractions/ # Shared abstractions and interfaces
|
||||
│ ├── Microsoft.Agents.AI.OpenAI/ # OpenAI provider
|
||||
│ ├── Microsoft.Agents.AI.AzureAI/ # Azure AI provider
|
||||
│ ├── Microsoft.Agents.AI.Anthropic/ # Anthropic provider
|
||||
│ ├── Microsoft.Agents.AI.Workflows/ # Workflow orchestration
|
||||
│ └── ... # Other packages
|
||||
├── samples/ # Sample applications
|
||||
└── tests/ # Unit and integration tests
|
||||
```
|
||||
|
||||
### External Dependencies
|
||||
|
||||
The framework integrates with `Microsoft.Extensions.AI` and `Microsoft.Extensions.AI.Abstractions` (external NuGet packages) using types like `IChatClient`, `FunctionInvokingChatClient`, `AITool`, and `AIContent`.
|
||||
|
||||
## Key Conventions
|
||||
|
||||
- **Copyright header**: `// Copyright (c) Microsoft. All rights reserved.` at top of all `.cs` files
|
||||
- **XML docs**: Required for all public methods and classes
|
||||
- **Async**: Use `Async` suffix for methods returning `Task`/`ValueTask`
|
||||
- **Private classes**: Should be `sealed` unless subclassed
|
||||
- **Config**: Read from environment variables with `UPPER_SNAKE_CASE` naming
|
||||
- **Tests**: Add Arrange/Act/Assert comments; use Moq for mocking
|
||||
|
||||
## Sample Structure
|
||||
|
||||
1. Copyright header: `// Copyright (c) Microsoft. All rights reserved.`
|
||||
2. Description comment explaining what the sample demonstrates
|
||||
3. Using statements
|
||||
4. Main code logic
|
||||
5. Helper methods at bottom
|
||||
|
||||
Configuration via environment variables (never hardcode secrets). Keep samples simple and focused.
|
||||
|
||||
When adding a new sample:
|
||||
- Create a standalone project in `samples/` with matching directory and project names
|
||||
- Include a README.md explaining what the sample does and how to run it
|
||||
- Add the project to the solution file
|
||||
- Reference the sample in the parent directory's README.md
|
||||
@@ -11,8 +11,8 @@
|
||||
</PropertyGroup>
|
||||
<ItemGroup>
|
||||
<!-- Aspire.* -->
|
||||
<PackageVersion Include="Anthropic" Version="12.3.0" />
|
||||
<PackageVersion Include="Anthropic.Foundry" Version="0.4.1" />
|
||||
<PackageVersion Include="Anthropic" Version="12.0.1" />
|
||||
<PackageVersion Include="Anthropic.Foundry" Version="0.1.0" />
|
||||
<PackageVersion Include="Aspire.Azure.AI.OpenAI" Version="13.0.0-preview.1.25560.3" />
|
||||
<PackageVersion Include="Aspire.Hosting.AppHost" Version="$(AspireAppHostSdkVersion)" />
|
||||
<PackageVersion Include="Aspire.Hosting.Azure.CognitiveServices" Version="$(AspireAppHostSdkVersion)" />
|
||||
@@ -37,12 +37,12 @@
|
||||
<PackageVersion Include="Microsoft.Bcl.HashCode" Version="6.0.0" />
|
||||
<PackageVersion Include="System.ClientModel" Version="1.8.1" />
|
||||
<PackageVersion Include="System.CodeDom" Version="10.0.0" />
|
||||
<PackageVersion Include="System.Collections.Immutable" Version="10.0.1" />
|
||||
<PackageVersion Include="System.Collections.Immutable" Version="10.0.0" />
|
||||
<PackageVersion Include="System.CommandLine" Version="2.0.0-rc.2.25502.107" />
|
||||
<PackageVersion Include="System.Diagnostics.DiagnosticSource" Version="10.0.2" />
|
||||
<PackageVersion Include="System.Linq.AsyncEnumerable" Version="10.0.0" />
|
||||
<PackageVersion Include="System.Net.Http.Json" Version="10.0.0" />
|
||||
<PackageVersion Include="System.Net.ServerSentEvents" Version="10.0.1" />
|
||||
<PackageVersion Include="System.Net.ServerSentEvents" Version="10.0.0" />
|
||||
<PackageVersion Include="System.Text.Json" Version="10.0.2" />
|
||||
<PackageVersion Include="System.Threading.Channels" Version="10.0.2" />
|
||||
<PackageVersion Include="System.Threading.Tasks.Extensions" Version="4.6.3" />
|
||||
@@ -89,7 +89,6 @@
|
||||
<PackageVersion Include="Microsoft.SemanticKernel.Agents.AzureAI" Version="1.67.0-preview" />
|
||||
<PackageVersion Include="Microsoft.SemanticKernel.Plugins.OpenApi" Version="1.67.0" />
|
||||
<!-- Agent SDKs -->
|
||||
<PackageVersion Include="GitHub.Copilot.SDK" Version="0.1.18" />
|
||||
<PackageVersion Include="Microsoft.Agents.CopilotStudio.Client" Version="1.3.171-beta" />
|
||||
<!-- M365 Agents SDK -->
|
||||
<PackageVersion Include="AdaptiveCards" Version="3.1.0" />
|
||||
@@ -108,9 +107,9 @@
|
||||
<!-- Identity -->
|
||||
<PackageVersion Include="Microsoft.Identity.Client.Extensions.Msal" Version="4.78.0" />
|
||||
<!-- Workflows -->
|
||||
<PackageVersion Include="Microsoft.Agents.ObjectModel" Version="2026.1.2.3" />
|
||||
<PackageVersion Include="Microsoft.Agents.ObjectModel.Json" Version="2026.1.2.3" />
|
||||
<PackageVersion Include="Microsoft.Agents.ObjectModel.PowerFx" Version="2026.1.2.3" />
|
||||
<PackageVersion Include="Microsoft.Bot.ObjectModel" Version="1.2025.1106.1" />
|
||||
<PackageVersion Include="Microsoft.Bot.ObjectModel.Json" Version="1.2025.1106.1" />
|
||||
<PackageVersion Include="Microsoft.Bot.ObjectModel.PowerFx" Version="1.2025.1106.1" />
|
||||
<PackageVersion Include="Microsoft.PowerFx.Interpreter" Version="1.5.0-build.20251008-1002" />
|
||||
<!-- Durable Task -->
|
||||
<PackageVersion Include="Microsoft.DurableTask.Client" Version="1.18.0" />
|
||||
|
||||
@@ -23,29 +23,29 @@
|
||||
<Project Path="samples/AGUIClientServer/AGUIDojoServer/AGUIDojoServer.csproj" />
|
||||
<Project Path="samples/AGUIClientServer/AGUIServer/AGUIServer.csproj" />
|
||||
</Folder>
|
||||
<Folder Name="/Samples/Durable/" />
|
||||
<Folder Name="/Samples/Durable/Agents/" />
|
||||
<Folder Name="/Samples/Durable/Agents/AzureFunctions/">
|
||||
<File Path="samples/Durable/Agents/AzureFunctions/.editorconfig" />
|
||||
<File Path="samples/Durable/Agents/AzureFunctions/README.md" />
|
||||
<Project Path="samples/Durable/Agents/AzureFunctions/01_SingleAgent/01_SingleAgent.csproj" />
|
||||
<Project Path="samples/Durable/Agents/AzureFunctions/02_AgentOrchestration_Chaining/02_AgentOrchestration_Chaining.csproj" />
|
||||
<Project Path="samples/Durable/Agents/AzureFunctions/03_AgentOrchestration_Concurrency/03_AgentOrchestration_Concurrency.csproj" />
|
||||
<Project Path="samples/Durable/Agents/AzureFunctions/04_AgentOrchestration_Conditionals/04_AgentOrchestration_Conditionals.csproj" />
|
||||
<Project Path="samples/Durable/Agents/AzureFunctions/05_AgentOrchestration_HITL/05_AgentOrchestration_HITL.csproj" />
|
||||
<Project Path="samples/Durable/Agents/AzureFunctions/06_LongRunningTools/06_LongRunningTools.csproj" />
|
||||
<Project Path="samples/Durable/Agents/AzureFunctions/07_AgentAsMcpTool/07_AgentAsMcpTool.csproj" />
|
||||
<Project Path="samples/Durable/Agents/AzureFunctions/08_ReliableStreaming/08_ReliableStreaming.csproj" />
|
||||
<Folder Name="/Samples/AzureFunctions/">
|
||||
<File Path="samples/AzureFunctions/.editorconfig" />
|
||||
<File Path="samples/AzureFunctions/README.md" />
|
||||
<Project Path="samples/AzureFunctions/01_SingleAgent/01_SingleAgent.csproj" />
|
||||
<Project Path="samples/AzureFunctions/02_AgentOrchestration_Chaining/02_AgentOrchestration_Chaining.csproj" />
|
||||
<Project Path="samples/AzureFunctions/03_AgentOrchestration_Concurrency/03_AgentOrchestration_Concurrency.csproj" />
|
||||
<Project Path="samples/AzureFunctions/04_AgentOrchestration_Conditionals/04_AgentOrchestration_Conditionals.csproj" />
|
||||
<Project Path="samples/AzureFunctions/05_AgentOrchestration_HITL/05_AgentOrchestration_HITL.csproj" />
|
||||
<Project Path="samples/AzureFunctions/06_LongRunningTools/06_LongRunningTools.csproj" />
|
||||
<Project Path="samples/AzureFunctions/07_AgentAsMcpTool/07_AgentAsMcpTool.csproj" />
|
||||
<Project Path="samples/AzureFunctions/08_ReliableStreaming/08_ReliableStreaming.csproj" />
|
||||
</Folder>
|
||||
<Folder Name="/Samples/Durable/Agents/ConsoleApps/">
|
||||
<File Path="samples/Durable/Agents/ConsoleApps/README.md" />
|
||||
<Project Path="samples/Durable/Agents/ConsoleApps/01_SingleAgent/01_SingleAgent.csproj" />
|
||||
<Project Path="samples/Durable/Agents/ConsoleApps/02_AgentOrchestration_Chaining/02_AgentOrchestration_Chaining.csproj" />
|
||||
<Project Path="samples/Durable/Agents/ConsoleApps/03_AgentOrchestration_Concurrency/03_AgentOrchestration_Concurrency.csproj" />
|
||||
<Project Path="samples/Durable/Agents/ConsoleApps/04_AgentOrchestration_Conditionals/04_AgentOrchestration_Conditionals.csproj" />
|
||||
<Project Path="samples/Durable/Agents/ConsoleApps/05_AgentOrchestration_HITL/05_AgentOrchestration_HITL.csproj" />
|
||||
<Project Path="samples/Durable/Agents/ConsoleApps/06_LongRunningTools/06_LongRunningTools.csproj" />
|
||||
<Project Path="samples/Durable/Agents/ConsoleApps/07_ReliableStreaming/07_ReliableStreaming.csproj" />
|
||||
<Folder Name="/Samples/DurableAgents/">
|
||||
<File Path="samples/DurableAgents/ConsoleApps/README.md" />
|
||||
</Folder>
|
||||
<Folder Name="/Samples/DurableAgents/ConsoleApps/">
|
||||
<Project Path="samples/DurableAgents/ConsoleApps/01_SingleAgent/01_SingleAgent.csproj" />
|
||||
<Project Path="samples/DurableAgents/ConsoleApps/02_AgentOrchestration_Chaining/02_AgentOrchestration_Chaining.csproj" />
|
||||
<Project Path="samples/DurableAgents/ConsoleApps/03_AgentOrchestration_Concurrency/03_AgentOrchestration_Concurrency.csproj" />
|
||||
<Project Path="samples/DurableAgents/ConsoleApps/04_AgentOrchestration_Conditionals/04_AgentOrchestration_Conditionals.csproj" />
|
||||
<Project Path="samples/DurableAgents/ConsoleApps/05_AgentOrchestration_HITL/05_AgentOrchestration_HITL.csproj" />
|
||||
<Project Path="samples/DurableAgents/ConsoleApps/06_LongRunningTools/06_LongRunningTools.csproj" />
|
||||
<Project Path="samples/DurableAgents/ConsoleApps/07_ReliableStreaming/07_ReliableStreaming.csproj" />
|
||||
</Folder>
|
||||
<Folder Name="/Samples/GettingStarted/">
|
||||
<File Path="samples/GettingStarted/README.md" />
|
||||
@@ -65,7 +65,6 @@
|
||||
<Project Path="samples/GettingStarted/AgentProviders/Agent_With_AzureOpenAIChatCompletion/Agent_With_AzureOpenAIChatCompletion.csproj" />
|
||||
<Project Path="samples/GettingStarted/AgentProviders/Agent_With_AzureOpenAIResponses/Agent_With_AzureOpenAIResponses.csproj" />
|
||||
<Project Path="samples/GettingStarted/AgentProviders/Agent_With_CustomImplementation/Agent_With_CustomImplementation.csproj" />
|
||||
<Project Path="samples/GettingStarted/AgentProviders/Agent_With_GitHubCopilot/Agent_With_GitHubCopilot.csproj" />
|
||||
<Project Path="samples/GettingStarted/AgentProviders/Agent_With_GoogleGemini/Agent_With_GoogleGemini.csproj" />
|
||||
<Project Path="samples/GettingStarted/AgentProviders/Agent_With_Ollama/Agent_With_Ollama.csproj" />
|
||||
<Project Path="samples/GettingStarted/AgentProviders/Agent_With_ONNX/Agent_With_ONNX.csproj" />
|
||||
@@ -81,7 +80,7 @@
|
||||
<Project Path="samples/GettingStarted/Agents/Agent_Step04_UsingFunctionToolsWithApprovals/Agent_Step04_UsingFunctionToolsWithApprovals.csproj" />
|
||||
<Project Path="samples/GettingStarted/Agents/Agent_Step05_StructuredOutput/Agent_Step05_StructuredOutput.csproj" />
|
||||
<Project Path="samples/GettingStarted/Agents/Agent_Step06_PersistedConversations/Agent_Step06_PersistedConversations.csproj" />
|
||||
<Project Path="samples/GettingStarted/Agents/Agent_Step07_3rdPartyChatHistoryStorage/Agent_Step07_3rdPartyChatHistoryStorage.csproj" />
|
||||
<Project Path="samples/GettingStarted/Agents/Agent_Step07_3rdPartyThreadStorage/Agent_Step07_3rdPartyThreadStorage.csproj" />
|
||||
<Project Path="samples/GettingStarted/Agents/Agent_Step08_Observability/Agent_Step08_Observability.csproj" />
|
||||
<Project Path="samples/GettingStarted/Agents/Agent_Step09_DependencyInjection/Agent_Step09_DependencyInjection.csproj" />
|
||||
<Project Path="samples/GettingStarted/Agents/Agent_Step10_AsMcpTool/Agent_Step10_AsMcpTool.csproj" />
|
||||
@@ -131,7 +130,6 @@
|
||||
<Project Path="samples/GettingStarted/AgentWithAnthropic/Agent_Anthropic_Step01_Running/Agent_Anthropic_Step01_Running.csproj" />
|
||||
<Project Path="samples/GettingStarted/AgentWithAnthropic/Agent_Anthropic_Step02_Reasoning/Agent_Anthropic_Step02_Reasoning.csproj" />
|
||||
<Project Path="samples/GettingStarted/AgentWithAnthropic/Agent_Anthropic_Step03_UsingFunctionTools/Agent_Anthropic_Step03_UsingFunctionTools.csproj" />
|
||||
<Project Path="samples/GettingStarted/AgentWithAnthropic/Agent_Anthropic_Step04_UsingSkills/Agent_Anthropic_Step04_UsingSkills.csproj" />
|
||||
</Folder>
|
||||
<Folder Name="/Samples/GettingStarted/AgentWithMemory/">
|
||||
<File Path="samples/GettingStarted/AgentWithMemory/README.md" />
|
||||
@@ -231,7 +229,6 @@
|
||||
<Folder Name="/Samples/GettingStarted/Workflows/Agents/">
|
||||
<Project Path="samples/GettingStarted/Workflows/Agents/CustomAgentExecutors/CustomAgentExecutors.csproj" />
|
||||
<Project Path="samples/GettingStarted/Workflows/Agents/FoundryAgent/FoundryAgent.csproj" />
|
||||
<Project Path="samples/GettingStarted/Workflows/Agents/GroupChatToolApproval/GroupChatToolApproval.csproj" />
|
||||
<Project Path="samples/GettingStarted/Workflows/Agents/WorkflowAsAnAgent/WorkflowAsAnAgent.csproj" />
|
||||
</Folder>
|
||||
<Folder Name="/Samples/GettingStarted/Workflows/Checkpoint/">
|
||||
@@ -398,7 +395,6 @@
|
||||
<Project Path="src/Microsoft.Agents.AI.Abstractions/Microsoft.Agents.AI.Abstractions.csproj" />
|
||||
<Project Path="src/Microsoft.Agents.AI.AGUI/Microsoft.Agents.AI.AGUI.csproj" />
|
||||
<Project Path="src/Microsoft.Agents.AI.Anthropic/Microsoft.Agents.AI.Anthropic.csproj" />
|
||||
<Project Path="src/Microsoft.Agents.AI.GitHub.Copilot/Microsoft.Agents.AI.GitHub.Copilot.csproj" />
|
||||
<Project Path="src/Microsoft.Agents.AI.AzureAI.Persistent/Microsoft.Agents.AI.AzureAI.Persistent.csproj" />
|
||||
<Project Path="src/Microsoft.Agents.AI.AzureAI/Microsoft.Agents.AI.AzureAI.csproj" />
|
||||
<Project Path="src/Microsoft.Agents.AI.CopilotStudio/Microsoft.Agents.AI.CopilotStudio.csproj" />
|
||||
@@ -428,7 +424,6 @@
|
||||
<Project Path="tests/AzureAI.IntegrationTests/AzureAI.IntegrationTests.csproj" />
|
||||
<Project Path="tests/AzureAIAgentsPersistent.IntegrationTests/AzureAIAgentsPersistent.IntegrationTests.csproj" />
|
||||
<Project Path="tests/CopilotStudio.IntegrationTests/CopilotStudio.IntegrationTests.csproj" />
|
||||
<Project Path="tests/Microsoft.Agents.AI.GitHub.Copilot.IntegrationTests/Microsoft.Agents.AI.GitHub.Copilot.IntegrationTests.csproj" />
|
||||
<Project Path="tests/Microsoft.Agents.AI.DurableTask.IntegrationTests/Microsoft.Agents.AI.DurableTask.IntegrationTests.csproj" />
|
||||
<Project Path="tests/Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.IntegrationTests/Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.IntegrationTests.csproj" />
|
||||
<Project Path="tests/Microsoft.Agents.AI.Hosting.AzureFunctions.IntegrationTests/Microsoft.Agents.AI.Hosting.AzureFunctions.IntegrationTests.csproj" />
|
||||
@@ -443,7 +438,6 @@
|
||||
<Project Path="tests/Microsoft.Agents.AI.Abstractions.UnitTests/Microsoft.Agents.AI.Abstractions.UnitTests.csproj" />
|
||||
<Project Path="tests/Microsoft.Agents.AI.AGUI.UnitTests/Microsoft.Agents.AI.AGUI.UnitTests.csproj" />
|
||||
<Project Path="tests/Microsoft.Agents.AI.Anthropic.UnitTests/Microsoft.Agents.AI.Anthropic.UnitTests.csproj" />
|
||||
<Project Path="tests/Microsoft.Agents.AI.GitHub.Copilot.UnitTests/Microsoft.Agents.AI.GitHub.Copilot.UnitTests.csproj" />
|
||||
<Project Path="tests/Microsoft.Agents.AI.AzureAI.Persistent.UnitTests/Microsoft.Agents.AI.AzureAI.Persistent.UnitTests.csproj" />
|
||||
<Project Path="tests/Microsoft.Agents.AI.AzureAI.UnitTests/Microsoft.Agents.AI.AzureAI.UnitTests.csproj" />
|
||||
<Project Path="tests/Microsoft.Agents.AI.CosmosNoSql.UnitTests/Microsoft.Agents.AI.CosmosNoSql.UnitTests.csproj" />
|
||||
|
||||
@@ -6,7 +6,6 @@
|
||||
"src\\Microsoft.Agents.AI.Abstractions\\Microsoft.Agents.AI.Abstractions.csproj",
|
||||
"src\\Microsoft.Agents.AI.AGUI\\Microsoft.Agents.AI.AGUI.csproj",
|
||||
"src\\Microsoft.Agents.AI.Anthropic\\Microsoft.Agents.AI.Anthropic.csproj",
|
||||
"src\\Microsoft.Agents.AI.GitHub.Copilot\\Microsoft.Agents.AI.GitHub.Copilot.csproj",
|
||||
"src\\Microsoft.Agents.AI.AzureAI.Persistent\\Microsoft.Agents.AI.AzureAI.Persistent.csproj",
|
||||
"src\\Microsoft.Agents.AI.AzureAI\\Microsoft.Agents.AI.AzureAI.csproj",
|
||||
"src\\Microsoft.Agents.AI.CopilotStudio\\Microsoft.Agents.AI.CopilotStudio.csproj",
|
||||
|
||||
@@ -2,9 +2,9 @@
|
||||
<PropertyGroup>
|
||||
<!-- Central version prefix - applies to all nuget packages. -->
|
||||
<VersionPrefix>1.0.0</VersionPrefix>
|
||||
<PackageVersion Condition="'$(VersionSuffix)' != ''">$(VersionPrefix)-$(VersionSuffix).260209.1</PackageVersion>
|
||||
<PackageVersion Condition="'$(VersionSuffix)' == ''">$(VersionPrefix)-preview.260209.1</PackageVersion>
|
||||
<GitTag>1.0.0-preview.260209.1</GitTag>
|
||||
<PackageVersion Condition="'$(VersionSuffix)' != ''">$(VersionPrefix)-$(VersionSuffix).260121.1</PackageVersion>
|
||||
<PackageVersion Condition="'$(VersionSuffix)' == ''">$(VersionPrefix)-preview.260121.1</PackageVersion>
|
||||
<GitTag>1.0.0-preview.260121.1</GitTag>
|
||||
|
||||
<Configurations>Debug;Release;Publish</Configurations>
|
||||
<IsPackable>true</IsPackable>
|
||||
|
||||
@@ -42,7 +42,7 @@ public static class Program
|
||||
// Create the Host agent
|
||||
var hostAgent = new HostClientAgent(loggerFactory);
|
||||
await hostAgent.InitializeAgentAsync(modelId, apiKey, agentUrls!.Split(";"));
|
||||
AgentSession session = await hostAgent.Agent!.CreateSessionAsync(cancellationToken);
|
||||
AgentThread thread = await hostAgent.Agent!.GetNewThreadAsync(cancellationToken);
|
||||
try
|
||||
{
|
||||
while (true)
|
||||
@@ -61,7 +61,7 @@ public static class Program
|
||||
break;
|
||||
}
|
||||
|
||||
var agentResponse = await hostAgent.Agent!.RunAsync(message, session, cancellationToken: cancellationToken);
|
||||
var agentResponse = await hostAgent.Agent!.RunAsync(message, thread, cancellationToken: cancellationToken);
|
||||
foreach (var chatMessage in agentResponse.Messages)
|
||||
{
|
||||
Console.ForegroundColor = ConsoleColor.Cyan;
|
||||
|
||||
@@ -88,7 +88,7 @@ public static class Program
|
||||
description: "AG-UI Client Agent",
|
||||
tools: [changeBackground, readClientClimateSensors]);
|
||||
|
||||
AgentSession session = await agent.CreateSessionAsync(cancellationToken);
|
||||
AgentThread thread = await agent.GetNewThreadAsync(cancellationToken);
|
||||
List<ChatMessage> messages = [new(ChatRole.System, "You are a helpful assistant.")];
|
||||
try
|
||||
{
|
||||
@@ -112,23 +112,23 @@ public static class Program
|
||||
|
||||
// Call RunStreamingAsync to get streaming updates
|
||||
bool isFirstUpdate = true;
|
||||
string? sessionId = null;
|
||||
string? threadId = null;
|
||||
var updates = new List<ChatResponseUpdate>();
|
||||
await foreach (AgentResponseUpdate update in agent.RunStreamingAsync(messages, session, cancellationToken: cancellationToken))
|
||||
await foreach (AgentResponseUpdate update in agent.RunStreamingAsync(messages, thread, cancellationToken: cancellationToken))
|
||||
{
|
||||
// Use AsChatResponseUpdate to access ChatResponseUpdate properties
|
||||
ChatResponseUpdate chatUpdate = update.AsChatResponseUpdate();
|
||||
updates.Add(chatUpdate);
|
||||
if (chatUpdate.ConversationId != null)
|
||||
{
|
||||
sessionId = chatUpdate.ConversationId;
|
||||
threadId = chatUpdate.ConversationId;
|
||||
}
|
||||
|
||||
// Display run started information from the first update
|
||||
if (isFirstUpdate && sessionId != null && update.ResponseId != null)
|
||||
if (isFirstUpdate && threadId != null && update.ResponseId != null)
|
||||
{
|
||||
Console.ForegroundColor = ConsoleColor.Yellow;
|
||||
Console.WriteLine($"\n[Run Started - Session: {sessionId}, Run: {update.ResponseId}]");
|
||||
Console.WriteLine($"\n[Run Started - Thread: {threadId}, Run: {update.ResponseId}]");
|
||||
Console.ResetColor();
|
||||
isFirstUpdate = false;
|
||||
}
|
||||
@@ -177,7 +177,7 @@ public static class Program
|
||||
var lastUpdate = updates[^1];
|
||||
Console.ForegroundColor = ConsoleColor.Yellow;
|
||||
Console.WriteLine();
|
||||
Console.WriteLine($"[Run Ended - Session: {sessionId}, Run: {lastUpdate.ResponseId}]");
|
||||
Console.WriteLine($"[Run Ended - Thread: {threadId}, Run: {lastUpdate.ResponseId}]");
|
||||
Console.ResetColor();
|
||||
}
|
||||
messages.Clear();
|
||||
|
||||
@@ -19,21 +19,21 @@ internal sealed class AgenticUIAgent : DelegatingAIAgent
|
||||
this._jsonSerializerOptions = jsonSerializerOptions;
|
||||
}
|
||||
|
||||
protected override Task<AgentResponse> RunCoreAsync(IEnumerable<ChatMessage> messages, AgentSession? session = null, AgentRunOptions? options = null, CancellationToken cancellationToken = default)
|
||||
protected override Task<AgentResponse> RunCoreAsync(IEnumerable<ChatMessage> messages, AgentThread? thread = null, AgentRunOptions? options = null, CancellationToken cancellationToken = default)
|
||||
{
|
||||
return this.RunCoreStreamingAsync(messages, session, options, cancellationToken).ToAgentResponseAsync(cancellationToken);
|
||||
return this.RunCoreStreamingAsync(messages, thread, options, cancellationToken).ToAgentResponseAsync(cancellationToken);
|
||||
}
|
||||
|
||||
protected override async IAsyncEnumerable<AgentResponseUpdate> RunCoreStreamingAsync(
|
||||
IEnumerable<ChatMessage> messages,
|
||||
AgentSession? session = null,
|
||||
AgentThread? thread = null,
|
||||
AgentRunOptions? options = null,
|
||||
[EnumeratorCancellation] CancellationToken cancellationToken = default)
|
||||
{
|
||||
// Track function calls that should trigger state events
|
||||
var trackedFunctionCalls = new Dictionary<string, FunctionCallContent>();
|
||||
|
||||
await foreach (var update in this.InnerAgent.RunStreamingAsync(messages, session, options, cancellationToken).ConfigureAwait(false))
|
||||
await foreach (var update in this.InnerAgent.RunStreamingAsync(messages, thread, options, cancellationToken).ConfigureAwait(false))
|
||||
{
|
||||
// Process contents: track function calls and emit state events for results
|
||||
List<AIContent> stateEventsToEmit = new();
|
||||
|
||||
+4
-4
@@ -20,21 +20,21 @@ internal sealed class PredictiveStateUpdatesAgent : DelegatingAIAgent
|
||||
this._jsonSerializerOptions = jsonSerializerOptions;
|
||||
}
|
||||
|
||||
protected override Task<AgentResponse> RunCoreAsync(IEnumerable<ChatMessage> messages, AgentSession? session = null, AgentRunOptions? options = null, CancellationToken cancellationToken = default)
|
||||
protected override Task<AgentResponse> RunCoreAsync(IEnumerable<ChatMessage> messages, AgentThread? thread = null, AgentRunOptions? options = null, CancellationToken cancellationToken = default)
|
||||
{
|
||||
return this.RunCoreStreamingAsync(messages, session, options, cancellationToken).ToAgentResponseAsync(cancellationToken);
|
||||
return this.RunCoreStreamingAsync(messages, thread, options, cancellationToken).ToAgentResponseAsync(cancellationToken);
|
||||
}
|
||||
|
||||
protected override async IAsyncEnumerable<AgentResponseUpdate> RunCoreStreamingAsync(
|
||||
IEnumerable<ChatMessage> messages,
|
||||
AgentSession? session = null,
|
||||
AgentThread? thread = null,
|
||||
AgentRunOptions? options = null,
|
||||
[EnumeratorCancellation] CancellationToken cancellationToken = default)
|
||||
{
|
||||
// Track the last emitted document state to avoid duplicates
|
||||
string? lastEmittedDocument = null;
|
||||
|
||||
await foreach (var update in this.InnerAgent.RunStreamingAsync(messages, session, options, cancellationToken).ConfigureAwait(false))
|
||||
await foreach (var update in this.InnerAgent.RunStreamingAsync(messages, thread, options, cancellationToken).ConfigureAwait(false))
|
||||
{
|
||||
// Check if we're seeing a write_document tool call and emit predictive state
|
||||
bool hasToolCall = false;
|
||||
|
||||
@@ -19,21 +19,21 @@ internal sealed class SharedStateAgent : DelegatingAIAgent
|
||||
this._jsonSerializerOptions = jsonSerializerOptions;
|
||||
}
|
||||
|
||||
protected override Task<AgentResponse> RunCoreAsync(IEnumerable<ChatMessage> messages, AgentSession? session = null, AgentRunOptions? options = null, CancellationToken cancellationToken = default)
|
||||
protected override Task<AgentResponse> RunCoreAsync(IEnumerable<ChatMessage> messages, AgentThread? thread = null, AgentRunOptions? options = null, CancellationToken cancellationToken = default)
|
||||
{
|
||||
return this.RunCoreStreamingAsync(messages, session, options, cancellationToken).ToAgentResponseAsync(cancellationToken);
|
||||
return this.RunCoreStreamingAsync(messages, thread, options, cancellationToken).ToAgentResponseAsync(cancellationToken);
|
||||
}
|
||||
|
||||
protected override async IAsyncEnumerable<AgentResponseUpdate> RunCoreStreamingAsync(
|
||||
IEnumerable<ChatMessage> messages,
|
||||
AgentSession? session = null,
|
||||
AgentThread? thread = null,
|
||||
AgentRunOptions? options = null,
|
||||
[EnumeratorCancellation] CancellationToken cancellationToken = default)
|
||||
{
|
||||
if (options is not ChatClientAgentRunOptions { ChatOptions.AdditionalProperties: { } properties } chatRunOptions ||
|
||||
!properties.TryGetValue("ag_ui_state", out JsonElement state))
|
||||
{
|
||||
await foreach (var update in this.InnerAgent.RunStreamingAsync(messages, session, options, cancellationToken).ConfigureAwait(false))
|
||||
await foreach (var update in this.InnerAgent.RunStreamingAsync(messages, thread, options, cancellationToken).ConfigureAwait(false))
|
||||
{
|
||||
yield return update;
|
||||
}
|
||||
@@ -64,7 +64,7 @@ internal sealed class SharedStateAgent : DelegatingAIAgent
|
||||
var firstRunMessages = messages.Append(stateUpdateMessage);
|
||||
|
||||
var allUpdates = new List<AgentResponseUpdate>();
|
||||
await foreach (var update in this.InnerAgent.RunStreamingAsync(firstRunMessages, session, firstRunOptions, cancellationToken).ConfigureAwait(false))
|
||||
await foreach (var update in this.InnerAgent.RunStreamingAsync(firstRunMessages, thread, firstRunOptions, cancellationToken).ConfigureAwait(false))
|
||||
{
|
||||
allUpdates.Add(update);
|
||||
|
||||
@@ -98,7 +98,7 @@ internal sealed class SharedStateAgent : DelegatingAIAgent
|
||||
ChatRole.System,
|
||||
[new TextContent("Please provide a concise summary of the state changes in at most two sentences.")]));
|
||||
|
||||
await foreach (var update in this.InnerAgent.RunStreamingAsync(secondRunMessages, session, options, cancellationToken).ConfigureAwait(false))
|
||||
await foreach (var update in this.InnerAgent.RunStreamingAsync(secondRunMessages, thread, options, cancellationToken).ConfigureAwait(false))
|
||||
{
|
||||
yield return update;
|
||||
}
|
||||
|
||||
@@ -36,7 +36,7 @@ var pirateAgentBuilder = builder.AddAIAgent(
|
||||
chatClientServiceKey: "chat-model")
|
||||
.WithAITool(new CustomAITool())
|
||||
.WithAITool(new CustomFunctionTool())
|
||||
.WithInMemorySessionStore();
|
||||
.WithInMemoryThreadStore();
|
||||
|
||||
var knightsKnavesAgentBuilder = builder.AddAIAgent("knights-and-knaves", (sp, key) =>
|
||||
{
|
||||
|
||||
@@ -28,13 +28,13 @@ internal sealed class A2AAgentClient : AgentClientBase
|
||||
public override async IAsyncEnumerable<AgentResponseUpdate> RunStreamingAsync(
|
||||
string agentName,
|
||||
IList<ChatMessage> messages,
|
||||
string? sessionId = null,
|
||||
string? threadId = null,
|
||||
[EnumeratorCancellation] CancellationToken cancellationToken = default)
|
||||
{
|
||||
this._logger.LogInformation("Running agent {AgentName} with {MessageCount} messages via A2A", agentName, messages.Count);
|
||||
|
||||
var (a2aClient, _) = this.ResolveClient(agentName);
|
||||
var contextId = sessionId ?? Guid.NewGuid().ToString("N");
|
||||
var contextId = threadId ?? Guid.NewGuid().ToString("N");
|
||||
|
||||
// Convert and send messages via A2A without try-catch in yield method
|
||||
var results = new List<AgentResponseUpdate>();
|
||||
|
||||
@@ -16,13 +16,13 @@ internal abstract class AgentClientBase
|
||||
/// </summary>
|
||||
/// <param name="agentName">The name of the agent to run.</param>
|
||||
/// <param name="messages">The messages to send to the agent.</param>
|
||||
/// <param name="sessionId">Optional session identifier for conversation continuity.</param>
|
||||
/// <param name="threadId">Optional thread identifier for conversation continuity.</param>
|
||||
/// <param name="cancellationToken">Cancellation token.</param>
|
||||
/// <returns>An asynchronous enumerable of agent response updates.</returns>
|
||||
public abstract IAsyncEnumerable<AgentResponseUpdate> RunStreamingAsync(
|
||||
string agentName,
|
||||
IList<ChatMessage> messages,
|
||||
string? sessionId = null,
|
||||
string? threadId = null,
|
||||
CancellationToken cancellationToken = default);
|
||||
|
||||
/// <summary>
|
||||
@@ -34,3 +34,16 @@ internal abstract class AgentClientBase
|
||||
public virtual Task<AgentCard?> GetAgentCardAsync(string agentName, CancellationToken cancellationToken = default)
|
||||
=> Task.FromResult<AgentCard?>(null);
|
||||
}
|
||||
|
||||
/// <summary>
|
||||
/// Helper class to create a thread-like wrapper for agent clients.
|
||||
/// </summary>
|
||||
public class AgentClientThread
|
||||
{
|
||||
public string ThreadId { get; }
|
||||
|
||||
public AgentClientThread(string? threadId = null)
|
||||
{
|
||||
this.ThreadId = threadId ?? Guid.NewGuid().ToString("N");
|
||||
}
|
||||
}
|
||||
|
||||
@@ -19,7 +19,7 @@ internal sealed class OpenAIChatCompletionsAgentClient(HttpClient httpClient) :
|
||||
public override async IAsyncEnumerable<AgentResponseUpdate> RunStreamingAsync(
|
||||
string agentName,
|
||||
IList<ChatMessage> messages,
|
||||
string? sessionId = null,
|
||||
string? threadId = null,
|
||||
[EnumeratorCancellation] CancellationToken cancellationToken = default)
|
||||
{
|
||||
OpenAIClientOptions options = new()
|
||||
|
||||
@@ -18,7 +18,7 @@ internal sealed class OpenAIResponsesAgentClient(HttpClient httpClient) : AgentC
|
||||
public override async IAsyncEnumerable<AgentResponseUpdate> RunStreamingAsync(
|
||||
string agentName,
|
||||
IList<ChatMessage> messages,
|
||||
string? sessionId = null,
|
||||
string? threadId = null,
|
||||
[EnumeratorCancellation] CancellationToken cancellationToken = default)
|
||||
{
|
||||
OpenAIClientOptions options = new()
|
||||
@@ -30,7 +30,7 @@ internal sealed class OpenAIResponsesAgentClient(HttpClient httpClient) : AgentC
|
||||
var openAiClient = new ResponsesClient(model: agentName, credential: new ApiKeyCredential("dummy-key"), options: options).AsIChatClient();
|
||||
var chatOptions = new ChatOptions()
|
||||
{
|
||||
ConversationId = sessionId
|
||||
ConversationId = threadId
|
||||
};
|
||||
|
||||
await foreach (var update in openAiClient.GetStreamingResponseAsync(messages, chatOptions, cancellationToken: cancellationToken))
|
||||
|
||||
+2
-2
@@ -36,7 +36,7 @@
|
||||
</ItemGroup>
|
||||
-->
|
||||
<ItemGroup>
|
||||
<ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.Hosting.AzureFunctions\Microsoft.Agents.AI.Hosting.AzureFunctions.csproj" />
|
||||
<ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
|
||||
<ProjectReference Include="..\..\..\src\Microsoft.Agents.AI.Hosting.AzureFunctions\Microsoft.Agents.AI.Hosting.AzureFunctions.csproj" />
|
||||
<ProjectReference Include="..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
|
||||
</ItemGroup>
|
||||
</Project>
|
||||
-2
@@ -1,7 +1,5 @@
|
||||
// Copyright (c) Microsoft. All rights reserved.
|
||||
|
||||
#pragma warning disable IDE0002 // Simplify Member Access
|
||||
|
||||
using Azure;
|
||||
using Azure.AI.OpenAI;
|
||||
using Azure.Identity;
|
||||
+1
-1
@@ -7,4 +7,4 @@
|
||||
"AZURE_OPENAI_ENDPOINT": "<AZURE_OPENAI_ENDPOINT>",
|
||||
"AZURE_OPENAI_DEPLOYMENT": "<AZURE_OPENAI_DEPLOYMENT>"
|
||||
}
|
||||
}
|
||||
}
|
||||
+2
-2
@@ -36,7 +36,7 @@
|
||||
</ItemGroup>
|
||||
-->
|
||||
<ItemGroup>
|
||||
<ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.Hosting.AzureFunctions\Microsoft.Agents.AI.Hosting.AzureFunctions.csproj" />
|
||||
<ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
|
||||
<ProjectReference Include="..\..\..\src\Microsoft.Agents.AI.Hosting.AzureFunctions\Microsoft.Agents.AI.Hosting.AzureFunctions.csproj" />
|
||||
<ProjectReference Include="..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
|
||||
</ItemGroup>
|
||||
</Project>
|
||||
+3
-3
@@ -19,15 +19,15 @@ public static class FunctionTriggers
|
||||
public static async Task<string> RunOrchestrationAsync([OrchestrationTrigger] TaskOrchestrationContext context)
|
||||
{
|
||||
DurableAIAgent writer = context.GetAgent("WriterAgent");
|
||||
AgentSession writerSession = await writer.CreateSessionAsync();
|
||||
AgentThread writerThread = await writer.GetNewThreadAsync();
|
||||
|
||||
AgentResponse<TextResponse> initial = await writer.RunAsync<TextResponse>(
|
||||
message: "Write a concise inspirational sentence about learning.",
|
||||
session: writerSession);
|
||||
thread: writerThread);
|
||||
|
||||
AgentResponse<TextResponse> refined = await writer.RunAsync<TextResponse>(
|
||||
message: $"Improve this further while keeping it under 25 words: {initial.Result.Text}",
|
||||
session: writerSession);
|
||||
thread: writerThread);
|
||||
|
||||
return refined.Result.Text;
|
||||
}
|
||||
+1
-3
@@ -1,7 +1,5 @@
|
||||
// Copyright (c) Microsoft. All rights reserved.
|
||||
|
||||
#pragma warning disable IDE0002 // Simplify Member Access
|
||||
|
||||
using Azure;
|
||||
using Azure.AI.OpenAI;
|
||||
using Azure.Identity;
|
||||
@@ -23,7 +21,7 @@ AzureOpenAIClient client = !string.IsNullOrEmpty(azureOpenAiKey)
|
||||
? new AzureOpenAIClient(new Uri(endpoint), new AzureKeyCredential(azureOpenAiKey))
|
||||
: new AzureOpenAIClient(new Uri(endpoint), new AzureCliCredential());
|
||||
|
||||
// Single agent used by the orchestration to demonstrate sequential calls on the same session.
|
||||
// Single agent used by the orchestration to demonstrate sequential calls on the same thread.
|
||||
const string WriterName = "WriterAgent";
|
||||
const string WriterInstructions =
|
||||
"""
|
||||
+2
-2
@@ -1,11 +1,11 @@
|
||||
# Single Agent Orchestration Sample
|
||||
|
||||
This sample demonstrates how to use the Durable Agent Framework (DAFx) to create a simple Azure Functions app that orchestrates sequential calls to a single AI agent using the same session for context continuity.
|
||||
This sample demonstrates how to use the Durable Agent Framework (DAFx) to create a simple Azure Functions app that orchestrates sequential calls to a single AI agent using the same conversation thread for context continuity.
|
||||
|
||||
## Key Concepts Demonstrated
|
||||
|
||||
- Orchestrating multiple interactions with the same agent in a deterministic order
|
||||
- Using the same `AgentSession` across multiple calls to maintain conversational context
|
||||
- Using the same `AgentThread` across multiple calls to maintain conversational context
|
||||
- Durable orchestration with automatic checkpointing and resumption from failures
|
||||
- HTTP API integration for starting and monitoring orchestrations
|
||||
|
||||
+2
-2
@@ -36,7 +36,7 @@
|
||||
</ItemGroup>
|
||||
-->
|
||||
<ItemGroup>
|
||||
<ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.Hosting.AzureFunctions\Microsoft.Agents.AI.Hosting.AzureFunctions.csproj" />
|
||||
<ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
|
||||
<ProjectReference Include="..\..\..\src\Microsoft.Agents.AI.Hosting.AzureFunctions\Microsoft.Agents.AI.Hosting.AzureFunctions.csproj" />
|
||||
<ProjectReference Include="..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
|
||||
</ItemGroup>
|
||||
</Project>
|
||||
-2
@@ -1,7 +1,5 @@
|
||||
// Copyright (c) Microsoft. All rights reserved.
|
||||
|
||||
#pragma warning disable IDE0002 // Simplify Member Access
|
||||
|
||||
using Azure;
|
||||
using Azure.AI.OpenAI;
|
||||
using Azure.Identity;
|
||||
+2
-2
@@ -36,7 +36,7 @@
|
||||
</ItemGroup>
|
||||
-->
|
||||
<ItemGroup>
|
||||
<ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.Hosting.AzureFunctions\Microsoft.Agents.AI.Hosting.AzureFunctions.csproj" />
|
||||
<ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
|
||||
<ProjectReference Include="..\..\..\src\Microsoft.Agents.AI.Hosting.AzureFunctions\Microsoft.Agents.AI.Hosting.AzureFunctions.csproj" />
|
||||
<ProjectReference Include="..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
|
||||
</ItemGroup>
|
||||
</Project>
|
||||
+4
-4
@@ -21,7 +21,7 @@ public static class FunctionTriggers
|
||||
|
||||
// Get the spam detection agent
|
||||
DurableAIAgent spamDetectionAgent = context.GetAgent("SpamDetectionAgent");
|
||||
AgentSession spamSession = await spamDetectionAgent.CreateSessionAsync();
|
||||
AgentThread spamThread = await spamDetectionAgent.GetNewThreadAsync();
|
||||
|
||||
// Step 1: Check if the email is spam
|
||||
AgentResponse<DetectionResult> spamDetectionResponse = await spamDetectionAgent.RunAsync<DetectionResult>(
|
||||
@@ -31,7 +31,7 @@ public static class FunctionTriggers
|
||||
Email ID: {email.EmailId}
|
||||
Content: {email.EmailContent}
|
||||
""",
|
||||
session: spamSession);
|
||||
thread: spamThread);
|
||||
DetectionResult result = spamDetectionResponse.Result;
|
||||
|
||||
// Step 2: Conditional logic based on spam detection result
|
||||
@@ -43,7 +43,7 @@ public static class FunctionTriggers
|
||||
|
||||
// Generate and send response for legitimate email
|
||||
DurableAIAgent emailAssistantAgent = context.GetAgent("EmailAssistantAgent");
|
||||
AgentSession emailSession = await emailAssistantAgent.CreateSessionAsync();
|
||||
AgentThread emailThread = await emailAssistantAgent.GetNewThreadAsync();
|
||||
|
||||
AgentResponse<EmailResponse> emailAssistantResponse = await emailAssistantAgent.RunAsync<EmailResponse>(
|
||||
message:
|
||||
@@ -53,7 +53,7 @@ public static class FunctionTriggers
|
||||
Email ID: {email.EmailId}
|
||||
Content: {email.EmailContent}
|
||||
""",
|
||||
session: emailSession);
|
||||
thread: emailThread);
|
||||
|
||||
EmailResponse emailResponse = emailAssistantResponse.Result;
|
||||
|
||||
-2
@@ -1,7 +1,5 @@
|
||||
// Copyright (c) Microsoft. All rights reserved.
|
||||
|
||||
#pragma warning disable IDE0002 // Simplify Member Access
|
||||
|
||||
using Azure;
|
||||
using Azure.AI.OpenAI;
|
||||
using Azure.Identity;
|
||||
+2
-2
@@ -37,7 +37,7 @@
|
||||
</ItemGroup>
|
||||
-->
|
||||
<ItemGroup>
|
||||
<ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.Hosting.AzureFunctions\Microsoft.Agents.AI.Hosting.AzureFunctions.csproj" />
|
||||
<ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
|
||||
<ProjectReference Include="..\..\..\src\Microsoft.Agents.AI.Hosting.AzureFunctions\Microsoft.Agents.AI.Hosting.AzureFunctions.csproj" />
|
||||
<ProjectReference Include="..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
|
||||
</ItemGroup>
|
||||
</Project>
|
||||
+3
-3
@@ -24,7 +24,7 @@ public static class FunctionTriggers
|
||||
|
||||
// Get the writer agent
|
||||
DurableAIAgent writerAgent = context.GetAgent("WriterAgent");
|
||||
AgentSession writerSession = await writerAgent.CreateSessionAsync();
|
||||
AgentThread writerThread = await writerAgent.GetNewThreadAsync();
|
||||
|
||||
// Set initial status
|
||||
context.SetCustomStatus($"Starting content generation for topic: {input.Topic}");
|
||||
@@ -32,7 +32,7 @@ public static class FunctionTriggers
|
||||
// Step 1: Generate initial content
|
||||
AgentResponse<GeneratedContent> writerResponse = await writerAgent.RunAsync<GeneratedContent>(
|
||||
message: $"Write a short article about '{input.Topic}'.",
|
||||
session: writerSession);
|
||||
thread: writerThread);
|
||||
GeneratedContent content = writerResponse.Result;
|
||||
|
||||
// Human-in-the-loop iteration - we set a maximum number of attempts to avoid infinite loops
|
||||
@@ -81,7 +81,7 @@ public static class FunctionTriggers
|
||||
|
||||
Human Feedback: {humanResponse.Feedback}
|
||||
""",
|
||||
session: writerSession);
|
||||
thread: writerThread);
|
||||
|
||||
content = writerResponse.Result;
|
||||
}
|
||||
-2
@@ -1,7 +1,5 @@
|
||||
// Copyright (c) Microsoft. All rights reserved.
|
||||
|
||||
#pragma warning disable IDE0002 // Simplify Member Access
|
||||
|
||||
using Azure;
|
||||
using Azure.AI.OpenAI;
|
||||
using Azure.Identity;
|
||||
+2
-2
@@ -36,7 +36,7 @@
|
||||
</ItemGroup>
|
||||
-->
|
||||
<ItemGroup>
|
||||
<ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.Hosting.AzureFunctions\Microsoft.Agents.AI.Hosting.AzureFunctions.csproj" />
|
||||
<ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
|
||||
<ProjectReference Include="..\..\..\src\Microsoft.Agents.AI.Hosting.AzureFunctions\Microsoft.Agents.AI.Hosting.AzureFunctions.csproj" />
|
||||
<ProjectReference Include="..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
|
||||
</ItemGroup>
|
||||
</Project>
|
||||
+3
-3
@@ -20,7 +20,7 @@ public static class FunctionTriggers
|
||||
|
||||
// Get the writer agent
|
||||
DurableAIAgent writerAgent = context.GetAgent("Writer");
|
||||
AgentSession writerSession = await writerAgent.CreateSessionAsync();
|
||||
AgentThread writerThread = await writerAgent.GetNewThreadAsync();
|
||||
|
||||
// Set initial status
|
||||
context.SetCustomStatus($"Starting content generation for topic: {input.Topic}");
|
||||
@@ -28,7 +28,7 @@ public static class FunctionTriggers
|
||||
// Step 1: Generate initial content
|
||||
AgentResponse<GeneratedContent> writerResponse = await writerAgent.RunAsync<GeneratedContent>(
|
||||
message: $"Write a short article about '{input.Topic}'.",
|
||||
session: writerSession);
|
||||
thread: writerThread);
|
||||
GeneratedContent content = writerResponse.Result;
|
||||
|
||||
// Human-in-the-loop iteration - we set a maximum number of attempts to avoid infinite loops
|
||||
@@ -102,7 +102,7 @@ public static class FunctionTriggers
|
||||
|
||||
Human Feedback: {humanResponse.Feedback}
|
||||
""",
|
||||
session: writerSession);
|
||||
thread: writerThread);
|
||||
|
||||
content = writerResponse.Result;
|
||||
}
|
||||
-2
@@ -1,7 +1,5 @@
|
||||
// Copyright (c) Microsoft. All rights reserved.
|
||||
|
||||
#pragma warning disable IDE0002 // Simplify Member Access
|
||||
|
||||
using Azure;
|
||||
using Azure.AI.OpenAI;
|
||||
using Azure.Identity;
|
||||
+1
-1
@@ -47,7 +47,7 @@ internal sealed class Tools(ILogger<Tools> logger)
|
||||
{
|
||||
this._logger.LogInformation("Getting status for workflow instance: {InstanceId}", instanceId);
|
||||
|
||||
// Get the current agent context using the session-static property
|
||||
// Get the current agent context using the thread-static property
|
||||
OrchestrationMetadata? status = await DurableAgentContext.Current.GetOrchestrationStatusAsync(
|
||||
instanceId,
|
||||
includeDetails);
|
||||
+3
-3
@@ -1,4 +1,4 @@
|
||||
<Project Sdk="Microsoft.NET.Sdk">
|
||||
<Project Sdk="Microsoft.NET.Sdk">
|
||||
<PropertyGroup>
|
||||
<TargetFrameworks>net10.0</TargetFrameworks>
|
||||
<AzureFunctionsVersion>v4</AzureFunctionsVersion>
|
||||
@@ -36,7 +36,7 @@
|
||||
</ItemGroup>
|
||||
-->
|
||||
<ItemGroup>
|
||||
<ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.Hosting.AzureFunctions\Microsoft.Agents.AI.Hosting.AzureFunctions.csproj" />
|
||||
<ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
|
||||
<ProjectReference Include="..\..\..\src\Microsoft.Agents.AI.Hosting.AzureFunctions\Microsoft.Agents.AI.Hosting.AzureFunctions.csproj" />
|
||||
<ProjectReference Include="..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
|
||||
</ItemGroup>
|
||||
</Project>
|
||||
-2
@@ -5,8 +5,6 @@
|
||||
// generate a remote MCP endpoint for the app at /runtime/webhooks/mcp with a agent-specific
|
||||
// query tool name.
|
||||
|
||||
#pragma warning disable IDE0002 // Simplify Member Access
|
||||
|
||||
using Azure;
|
||||
using Azure.AI.OpenAI;
|
||||
using Azure.Identity;
|
||||
+2
-2
@@ -41,7 +41,7 @@
|
||||
</ItemGroup>
|
||||
-->
|
||||
<ItemGroup>
|
||||
<ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.Hosting.AzureFunctions\Microsoft.Agents.AI.Hosting.AzureFunctions.csproj" />
|
||||
<ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
|
||||
<ProjectReference Include="..\..\..\src\Microsoft.Agents.AI.Hosting.AzureFunctions\Microsoft.Agents.AI.Hosting.AzureFunctions.csproj" />
|
||||
<ProjectReference Include="..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
|
||||
</ItemGroup>
|
||||
</Project>
|
||||
+4
-4
@@ -94,15 +94,15 @@ public sealed class FunctionTriggers
|
||||
|
||||
AIAgent agentProxy = durableClient.AsDurableAgentProxy(context, "TravelPlanner");
|
||||
|
||||
// Create a new agent session
|
||||
AgentSession session = await agentProxy.CreateSessionAsync(cancellationToken);
|
||||
string agentSessionId = session.GetService<AgentSessionId>().ToString();
|
||||
// Create a new agent thread
|
||||
AgentThread thread = await agentProxy.GetNewThreadAsync(cancellationToken);
|
||||
string agentSessionId = thread.GetService<AgentSessionId>().ToString();
|
||||
|
||||
this._logger.LogInformation("Creating new agent session: {AgentSessionId}", agentSessionId);
|
||||
|
||||
// Run the agent in the background (fire-and-forget)
|
||||
DurableAgentRunOptions options = new() { IsFireAndForget = true };
|
||||
await agentProxy.RunAsync(prompt, session, options, cancellationToken);
|
||||
await agentProxy.RunAsync(prompt, thread, options, cancellationToken);
|
||||
|
||||
this._logger.LogInformation("Agent run started for session: {AgentSessionId}", agentSessionId);
|
||||
|
||||
-2
@@ -8,8 +8,6 @@
|
||||
// This pattern is inspired by OpenAI's background mode for the Responses API, which allows clients
|
||||
// to disconnect and reconnect to ongoing agent responses without losing messages.
|
||||
|
||||
#pragma warning disable IDE0002 // Simplify Member Access
|
||||
|
||||
using Azure;
|
||||
using Azure.AI.OpenAI;
|
||||
using Azure.Identity;
|
||||
+2
-2
@@ -65,9 +65,9 @@ public sealed class RedisStreamResponseHandler : IAgentResponseHandler
|
||||
"DurableAgentContext.Current is not set. This handler must be used within a durable agent context.");
|
||||
}
|
||||
|
||||
// Get session ID from the current session context, which is only available in the context of
|
||||
// Get session ID from the current thread context, which is only available in the context of
|
||||
// a durable agent execution.
|
||||
string agentSessionId = context.CurrentSession.GetService<AgentSessionId>().ToString();
|
||||
string agentSessionId = context.CurrentThread.GetService<AgentSessionId>().ToString();
|
||||
string streamKey = GetStreamKey(agentSessionId);
|
||||
|
||||
IDatabase db = this._redis.GetDatabase();
|
||||
+2
-2
@@ -24,7 +24,7 @@
|
||||
</ItemGroup>
|
||||
-->
|
||||
<ItemGroup>
|
||||
<ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.DurableTask\Microsoft.Agents.AI.DurableTask.csproj" />
|
||||
<ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
|
||||
<ProjectReference Include="..\..\..\..\src\Microsoft.Agents.AI.DurableTask\Microsoft.Agents.AI.DurableTask.csproj" />
|
||||
<ProjectReference Include="..\..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
|
||||
</ItemGroup>
|
||||
</Project>
|
||||
+3
-3
@@ -60,8 +60,8 @@ Console.ResetColor();
|
||||
Console.WriteLine("Enter a message for the Joker agent (or 'exit' to quit):");
|
||||
Console.WriteLine();
|
||||
|
||||
// Create a session for the conversation
|
||||
AgentSession session = await agentProxy.CreateSessionAsync();
|
||||
// Create a thread for the conversation
|
||||
AgentThread thread = await agentProxy.GetNewThreadAsync();
|
||||
|
||||
while (true)
|
||||
{
|
||||
@@ -85,7 +85,7 @@ while (true)
|
||||
{
|
||||
AgentResponse agentResponse = await agentProxy.RunAsync(
|
||||
message: input,
|
||||
session: session,
|
||||
thread: thread,
|
||||
cancellationToken: CancellationToken.None);
|
||||
|
||||
Console.WriteLine(agentResponse.Text);
|
||||
+2
-2
@@ -24,7 +24,7 @@
|
||||
</ItemGroup>
|
||||
-->
|
||||
<ItemGroup>
|
||||
<ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.DurableTask\Microsoft.Agents.AI.DurableTask.csproj" />
|
||||
<ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
|
||||
<ProjectReference Include="..\..\..\..\src\Microsoft.Agents.AI.DurableTask\Microsoft.Agents.AI.DurableTask.csproj" />
|
||||
<ProjectReference Include="..\..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
|
||||
</ItemGroup>
|
||||
</Project>
|
||||
+4
-4
@@ -33,7 +33,7 @@ AzureOpenAIClient client = !string.IsNullOrEmpty(azureOpenAiKey)
|
||||
? new AzureOpenAIClient(new Uri(endpoint), new AzureKeyCredential(azureOpenAiKey))
|
||||
: new AzureOpenAIClient(new Uri(endpoint), new AzureCliCredential());
|
||||
|
||||
// Single agent used by the orchestration to demonstrate sequential calls on the same session.
|
||||
// Single agent used by the orchestration to demonstrate sequential calls on the same thread.
|
||||
const string WriterName = "WriterAgent";
|
||||
const string WriterInstructions =
|
||||
"""
|
||||
@@ -47,15 +47,15 @@ AIAgent writerAgent = client.GetChatClient(deploymentName).AsAIAgent(WriterInstr
|
||||
static async Task<string> RunOrchestratorAsync(TaskOrchestrationContext context)
|
||||
{
|
||||
DurableAIAgent writer = context.GetAgent("WriterAgent");
|
||||
AgentSession writerSession = await writer.CreateSessionAsync();
|
||||
AgentThread writerThread = await writer.GetNewThreadAsync();
|
||||
|
||||
AgentResponse<TextResponse> initial = await writer.RunAsync<TextResponse>(
|
||||
message: "Write a concise inspirational sentence about learning.",
|
||||
session: writerSession);
|
||||
thread: writerThread);
|
||||
|
||||
AgentResponse<TextResponse> refined = await writer.RunAsync<TextResponse>(
|
||||
message: $"Improve this further while keeping it under 25 words: {initial.Result.Text}",
|
||||
session: writerSession);
|
||||
thread: writerThread);
|
||||
|
||||
return refined.Result.Text;
|
||||
}
|
||||
+2
-2
@@ -1,11 +1,11 @@
|
||||
# Single Agent Orchestration Sample
|
||||
|
||||
This sample demonstrates how to use the durable agents extension to create a simple console app that orchestrates sequential calls to a single AI agent using the same session for context continuity.
|
||||
This sample demonstrates how to use the durable agents extension to create a simple console app that orchestrates sequential calls to a single AI agent using the same conversation thread for context continuity.
|
||||
|
||||
## Key Concepts Demonstrated
|
||||
|
||||
- Orchestrating multiple interactions with the same agent in a deterministic order
|
||||
- Using the same `AgentSession` across multiple calls to maintain conversational context
|
||||
- Using the same `AgentThread` across multiple calls to maintain conversational context
|
||||
- Durable orchestration with automatic checkpointing and resumption from failures
|
||||
- Waiting for orchestration completion using `WaitForInstanceCompletionAsync`
|
||||
|
||||
+2
-2
@@ -24,7 +24,7 @@
|
||||
</ItemGroup>
|
||||
-->
|
||||
<ItemGroup>
|
||||
<ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.DurableTask\Microsoft.Agents.AI.DurableTask.csproj" />
|
||||
<ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
|
||||
<ProjectReference Include="..\..\..\..\src\Microsoft.Agents.AI.DurableTask\Microsoft.Agents.AI.DurableTask.csproj" />
|
||||
<ProjectReference Include="..\..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
|
||||
</ItemGroup>
|
||||
</Project>
|
||||
Some files were not shown because too many files have changed in this diff Show More
Reference in New Issue
Block a user