Compare commits

..
Author SHA1 Message Date
Shyju Krishnankutty e4a49c60cf Update sub sample to have more than 1 nested level. 2026-01-30 18:42:52 -08:00
Shyju Krishnankutty 5519533c60 sub workflow support 2026-01-30 18:11:46 -08:00
Shyju Krishnankutty d8a1a3977f Simplify 2026-01-27 21:20:07 -08:00
Shyju Krishnankutty d0ad92af7a Minor cleanups 2026-01-27 21:00:45 -08:00
Shyju Krishnankutty 45050a2b08 Minor cleanup 2026-01-27 19:38:08 -08:00
Shyju Krishnankutty e64fb4a435 Fix visibility of new types 2026-01-27 19:16:51 -08:00
Shyju Krishnankutty c82bab4d0e Minor cleanups 2026-01-27 14:01:49 -08:00
Shyju Krishnankutty 8add9748ef Introduce some interfaces, 2026-01-27 13:35:21 -08:00
Shyju Krishnankutty 6b55de8438 Cleanup. 2026-01-26 21:17:16 -08:00
Shyju Krishnankutty 06b921cc47 minor cleanup 2026-01-26 19:25:31 -08:00
Shyju Krishnankutty 35caf28239 Expose internal items to Microsoft.Agents.AI.DurableTask. Other minor cleanups 2026-01-26 17:26:52 -08:00
Shyju Krishnankutty 420e7b6038 WIP - Replace Kahns level based with loop(like in-proc) 2026-01-26 14:19:40 -08:00
Shyju Krishnankutty cf6e0070b4 Cleanup 2026-01-26 09:44:08 -08:00
Shyju Krishnankutty d98520d0ca WIP 2026-01-26 08:21:02 -08:00
Shyju Krishnankutty ffb2468945 Optimizations. 2026-01-24 17:04:18 -08:00
Shyju Krishnankutty 6224bce853 Working demos 2026-01-24 17:04:18 -08:00
Shyju Krishnankutty 774a83cf53 Conditional edge routing sample. 2026-01-24 17:04:18 -08:00
Shyju Krishnankutty d4d03def47 Minor cleanup 2026-01-24 17:04:18 -08:00
Shyju Krishnankutty eec89baaec Remove unused files. 2026-01-24 17:04:18 -08:00
Shyju Krishnankutty 63a2283033 Cleanup 2026-01-24 17:04:18 -08:00
Shyju Krishnankutty 61e37cdc6e minor cleanup. 2026-01-24 17:04:18 -08:00
Shyju Krishnankutty 97ac897dff Minor cleanup. MCP tool works. 2026-01-24 17:04:17 -08:00
Shyju Krishnankutty ce96daf05a WIP-Run workflow as mcp tool. 2026-01-24 17:04:17 -08:00
Shyju Krishnankutty 261f050bad WIP 2026-01-24 17:04:17 -08:00
Shyju Krishnankutty ebeeeeb421 Minor cleanups 2026-01-24 17:04:17 -08:00
Shyju Krishnankutty fcd7aa0b77 Move relevant stuff to DurableTask project from Hosting.AzureFunctions 2026-01-24 17:04:17 -08:00
Shyju Krishnankutty 56314f96f5 Shared state support using durable entity. 2026-01-24 17:03:35 -08:00
Shyju Krishnankutty 0fb395f5a1 Register one orchestration per workflow. 2026-01-24 17:03:35 -08:00
Shyju Krishnankutty 1b3c67df96 Minor cleanup/reorg 2026-01-24 17:03:34 -08:00
Shyju Krishnankutty 5dfcfedf1e Minor cleanups 2026-01-24 17:03:34 -08:00
Shyju Krishnankutty cf1c61760d cleanup 2026-01-24 17:03:34 -08:00
Shyju Krishnankutty 6f69299f4a WIP 2026-01-24 17:03:34 -08:00
Shyju Krishnankutty 8b21180cf2 working e2e orchestration completion. 2026-01-24 17:03:34 -08:00
Shyju Krishnankutty 2fd9a5916a WIP. runs all executors/agents in workflow sequantially. 2026-01-24 17:03:34 -08:00
Shyju Krishnankutty 8b7aef63a6 wip 2026-01-24 17:03:34 -08:00
Shyju Krishnankutty 5090ec393e WIP 2026-01-24 17:03:34 -08:00
Shyju Krishnankutty 536364131d WIP 2026-01-24 17:03:34 -08:00
1040 changed files with 17656 additions and 30081 deletions
+5 -23
View File
@@ -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"
-5
View File
@@ -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
-3
View File
@@ -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
+7 -7
View File
@@ -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
-266
View File
@@ -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"\nâś… 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())
+1 -1
View File
@@ -97,7 +97,7 @@ jobs:
id: azure-functions-setup
- name: Test with pytest
timeout-minutes: 10
run: uv run poe all-tests -n logical --dist loadfile --dist worksteal --timeout 900 --retries 3 --retry-delay 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
@@ -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 ${{ env.COVERAGE_THRESHOLD }}
- name: Upload coverage report
uses: actions/upload-artifact@v6
with:
+5 -6
View File
@@ -209,14 +209,13 @@ WARP.md
**/tmpclaude*
# Azurite storage emulator files
*/__azurite_db_blob__.json*
*/__azurite_db_blob_extent__.json*
*/__azurite_db_queue__.json*
*/__azurite_db_queue_extent__.json*
*/__azurite_db_table__.json*
*/__azurite_db_blob__.json
*/__azurite_db_blob_extent__.json
*/__azurite_db_queue__.json
*/__azurite_db_queue_extent__.json
*/__azurite_db_table__.json
*/__blobstorage__/
*/__queuestorage__/
*/AzuriteConfig
# Azure Functions local settings
local.settings.json
+12 -13
View File
@@ -11,8 +11,8 @@
</PropertyGroup>
<ItemGroup>
<!-- Aspire.* -->
<PackageVersion Include="Anthropic" Version="12.3.0" />
<PackageVersion Include="Anthropic.Foundry" Version="0.4.1" />
<PackageVersion Include="Anthropic" Version="12.0.1" />
<PackageVersion Include="Anthropic.Foundry" Version="0.1.0" />
<PackageVersion Include="Aspire.Azure.AI.OpenAI" Version="13.0.0-preview.1.25560.3" />
<PackageVersion Include="Aspire.Hosting.AppHost" Version="$(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" />
@@ -108,19 +107,19 @@
<!-- 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" />
<PackageVersion Include="Microsoft.DurableTask.Client.AzureManaged" Version="1.18.0" />
<PackageVersion Include="Microsoft.DurableTask.Worker" Version="1.18.0" />
<PackageVersion Include="Microsoft.DurableTask.Worker.AzureManaged" Version="1.18.0" />
<PackageVersion Include="Microsoft.DurableTask.Client" Version="1.19.1" />
<PackageVersion Include="Microsoft.DurableTask.Client.AzureManaged" Version="1.19.0" />
<PackageVersion Include="Microsoft.DurableTask.Worker" Version="1.19.0" />
<PackageVersion Include="Microsoft.DurableTask.Worker.AzureManaged" Version="1.19.0" />
<!-- Azure Functions -->
<PackageVersion Include="Microsoft.Azure.Functions.Worker" Version="2.50.0" />
<PackageVersion Include="Microsoft.Azure.Functions.Worker.ApplicationInsights" Version="2.50.0" />
<PackageVersion Include="Microsoft.Azure.Functions.Worker.Extensions.DurableTask" Version="1.11.0" />
<PackageVersion Include="Microsoft.Azure.Functions.Worker.Extensions.DurableTask" Version="1.13.1" />
<PackageVersion Include="Microsoft.Azure.Functions.Worker.Extensions.DurableTask.AzureManaged" Version="1.0.1" />
<PackageVersion Include="Microsoft.Azure.Functions.Worker.Extensions.Http" Version="3.3.0" />
<PackageVersion Include="Microsoft.Azure.Functions.Worker.Extensions.Http.AspNetCore" Version="2.1.0" />
+33 -28
View File
@@ -23,29 +23,39 @@
<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" />
<Project Path="samples/AzureFunctions/09_Workflow/09_Workflow.csproj" />
<Project Path="samples/AzureFunctions/10_WorkflowConcurrent/10_WorkflowConcurrent.csproj" />
<Project Path="samples/AzureFunctions/11_WorkflowSharedState/11_WorkflowSharedState.csproj" />
<Project Path="samples/AzureFunctions/12_ConditionalEdges/12_ConditionalEdges.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" />
<Project Path="samples/DurableAgents/ConsoleApps/08_SingleWorkflow/08_SingleWorkflow.csproj" />
<Project Path="samples/DurableAgents/ConsoleApps/09_SubWorkflows/09_SubWorkflows.csproj" />
<Project Path="samples/DurableAgents/ConsoleApps/09_Workflow_Concurrency/09_Workflow_Concurrency.csproj" />
<Project Path="samples/DurableAgents/ConsoleApps/10_Workflow_HITL/10_Workflow_HITL.csproj" />
<Project Path="samples/DurableAgents/ConsoleApps/11_WorkflowEvents/11_WorkflowEvents.csproj" />
<Project Path="samples/DurableAgents/ConsoleApps/12_WorkflowLoop/12_WorkflowLoop.csproj" />
</Folder>
<Folder Name="/Samples/GettingStarted/">
<File Path="samples/GettingStarted/README.md" />
@@ -65,7 +75,6 @@
<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" />
@@ -230,7 +239,6 @@
<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/">
@@ -397,7 +405,6 @@
<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" />
@@ -416,8 +423,8 @@
<Project Path="src/Microsoft.Agents.AI.Purview/Microsoft.Agents.AI.Purview.csproj" />
<Project Path="src/Microsoft.Agents.AI.Workflows.Declarative.AzureAI/Microsoft.Agents.AI.Workflows.Declarative.AzureAI.csproj" />
<Project Path="src/Microsoft.Agents.AI.Workflows.Declarative/Microsoft.Agents.AI.Workflows.Declarative.csproj" />
<Project Path="src/Microsoft.Agents.AI.Workflows/Microsoft.Agents.AI.Workflows.csproj" />
<Project Path="src/Microsoft.Agents.AI.Workflows.Generators/Microsoft.Agents.AI.Workflows.Generators.csproj" />
<Project Path="src/Microsoft.Agents.AI.Workflows/Microsoft.Agents.AI.Workflows.csproj" />
<Project Path="src/Microsoft.Agents.AI/Microsoft.Agents.AI.csproj" />
</Folder>
<Folder Name="/Tests/" />
@@ -427,7 +434,6 @@
<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" />
@@ -442,7 +448,6 @@
<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" />
-1
View File
@@ -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",
+4
View File
@@ -3,10 +3,14 @@
<packageSources>
<clear />
<add key="nuget.org" value="https://api.nuget.org/v3/index.json" />
<add key="LocalNugetSource" value="C:\LocalNugetSource" />
</packageSources>
<packageSourceMapping>
<packageSource key="nuget.org">
<package pattern="*" />
</packageSource>
<packageSource key="LocalNugetSource">
<package pattern="*" />
</packageSource>
</packageSourceMapping>
</configuration>
+3 -3
View File
@@ -2,9 +2,9 @@
<PropertyGroup>
<!-- Central version prefix - applies to all nuget packages. -->
<VersionPrefix>1.0.0</VersionPrefix>
<PackageVersion Condition="'$(VersionSuffix)' != ''">$(VersionPrefix)-$(VersionSuffix).260128.1</PackageVersion>
<PackageVersion Condition="'$(VersionSuffix)' == ''">$(VersionPrefix)-preview.260128.1</PackageVersion>
<GitTag>1.0.0-preview.260128.1</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!.GetNewSessionAsync(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.GetNewSessionAsync(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();
@@ -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))
@@ -8,3 +8,6 @@ dotnet_diagnostic.DURABLE0003.severity = none
dotnet_diagnostic.DURABLE0004.severity = none
dotnet_diagnostic.DURABLE0005.severity = none
dotnet_diagnostic.DURABLE0006.severity = none
# CA1812: Internal classes are instantiated via dependency injection or reflection in samples
dotnet_diagnostic.CA1812.severity = none
@@ -6,8 +6,8 @@
<ImplicitUsings>enable</ImplicitUsings>
<Nullable>enable</Nullable>
<!-- The Functions build tools don't like namespaces that start with a number -->
<AssemblyName>SingleAgent</AssemblyName>
<RootNamespace>SingleAgent</RootNamespace>
<AssemblyName>Workflow</AssemblyName>
<RootNamespace>Workflow</RootNamespace>
</PropertyGroup>
<ItemGroup>
@@ -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>
@@ -5,4 +5,4 @@
POST {{authority}}/api/agents/Joker/run
Content-Type: text/plain
Tell me a joke about a pirate.
Hello world
@@ -7,4 +7,4 @@
"AZURE_OPENAI_ENDPOINT": "<AZURE_OPENAI_ENDPOINT>",
"AZURE_OPENAI_DEPLOYMENT": "<AZURE_OPENAI_DEPLOYMENT>"
}
}
}
@@ -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>
@@ -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.GetNewSessionAsync();
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;
}
@@ -21,7 +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 =
"""
@@ -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
@@ -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>
@@ -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>
@@ -21,7 +21,7 @@ public static class FunctionTriggers
// Get the spam detection agent
DurableAIAgent spamDetectionAgent = context.GetAgent("SpamDetectionAgent");
AgentSession spamSession = await spamDetectionAgent.GetNewSessionAsync();
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.GetNewSessionAsync();
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;
@@ -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>
@@ -24,7 +24,7 @@ public static class FunctionTriggers
// Get the writer agent
DurableAIAgent writerAgent = context.GetAgent("WriterAgent");
AgentSession writerSession = await writerAgent.GetNewSessionAsync();
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: $"Write a short article about '{input.Topic}'.",
session: writerSession);
thread: writerThread);
GeneratedContent content = writerResponse.Result;
// Human-in-the-loop iteration - we set a maximum number of attempts to avoid infinite loops
@@ -81,7 +81,7 @@ public static class FunctionTriggers
Human Feedback: {humanResponse.Feedback}
""",
session: writerSession);
thread: writerThread);
content = writerResponse.Result;
}
@@ -36,7 +36,7 @@
</ItemGroup>
-->
<ItemGroup>
<ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.Hosting.AzureFunctions\Microsoft.Agents.AI.Hosting.AzureFunctions.csproj" />
<ProjectReference Include="..\..\..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
<ProjectReference Include="..\..\..\src\Microsoft.Agents.AI.Hosting.AzureFunctions\Microsoft.Agents.AI.Hosting.AzureFunctions.csproj" />
<ProjectReference Include="..\..\..\src\Microsoft.Agents.AI.OpenAI\Microsoft.Agents.AI.OpenAI.csproj" />
</ItemGroup>
</Project>
@@ -20,7 +20,7 @@ public static class FunctionTriggers
// Get the writer agent
DurableAIAgent writerAgent = context.GetAgent("Writer");
AgentSession writerSession = await writerAgent.GetNewSessionAsync();
AgentThread writerThread = await writerAgent.GetNewThreadAsync();
// Set initial status
context.SetCustomStatus($"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;
}
@@ -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);
@@ -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>
@@ -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>
@@ -94,15 +94,15 @@ public sealed class FunctionTriggers
AIAgent agentProxy = durableClient.AsDurableAgentProxy(context, "TravelPlanner");
// Create a new agent session
AgentSession session = await agentProxy.GetNewSessionAsync(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);
@@ -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();
@@ -0,0 +1,44 @@
<Project Sdk="Microsoft.NET.Sdk">
<PropertyGroup>
<TargetFrameworks>net10.0</TargetFrameworks>
<AzureFunctionsVersion>v4</AzureFunctionsVersion>
<OutputType>Exe</OutputType>
<ImplicitUsings>enable</ImplicitUsings>
<Nullable>enable</Nullable>
<!-- The Functions build tools don't like namespaces that start with a number -->
<AssemblyName>SingleAgent</AssemblyName>
<RootNamespace>SingleAgent</RootNamespace>
</PropertyGroup>
<ItemGroup>
<FrameworkReference Include="Microsoft.AspNetCore.App" />
</ItemGroup>
<!-- Azure Functions packages -->
<ItemGroup>
<PackageReference Include="Microsoft.Azure.Functions.Worker" />
<PackageReference Include="Microsoft.Azure.Functions.Worker.Extensions.DurableTask" />
<PackageReference Include="Microsoft.Azure.Functions.Worker.Extensions.DurableTask.AzureManaged" />
<PackageReference Include="Microsoft.Azure.Functions.Worker.Extensions.Http" />
<PackageReference Include="Microsoft.Azure.Functions.Worker.Extensions.Http.AspNetCore" />
<PackageReference Include="Microsoft.Azure.Functions.Worker.Sdk" />
</ItemGroup>
<ItemGroup>
<PackageReference Include="Azure.AI.OpenAI" />
<PackageReference Include="Azure.Identity" />
</ItemGroup>
<!-- Local projects that should be switched to package references when using the sample outside of this MAF repo -->
<!--
<ItemGroup>
<PackageReference Include="Microsoft.Agents.AI.Hosting.AzureFunctions" />
<PackageReference Include="Microsoft.Agents.AI.OpenAI" />
</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.Workflows\Microsoft.Agents.AI.Workflows.csproj" />
</ItemGroup>
</Project>
@@ -0,0 +1,67 @@
// Copyright (c) Microsoft. All rights reserved.
using Microsoft.Agents.AI.Workflows;
namespace SingleAgent;
/// <summary>
/// Parses an Order ID from a string input and returns an Order object populated.
/// </summary>
internal sealed class OrderLookup() : Executor<string, Order>("OrderLookup")
{
public override async ValueTask<Order> HandleAsync(string message, IWorkflowContext context, CancellationToken cancellationToken = default)
{
// Populate Order information from OrderId.
return new Order(message, 100.0m);
}
}
/// <summary>
/// Enriches an Order object with additional information.
/// </summary>
internal sealed class OrderEnrich() : Executor<Order, Order>("EnrichOrder")
{
public override async ValueTask<Order> HandleAsync(Order message, IWorkflowContext context, CancellationToken cancellationToken = default)
{
if (message.Customer is null)
{
// populate customer information for the order from database.
message.Customer = new Customer(1, "Jerry");
}
return message;
}
}
internal sealed class PaymentProcessor() : Executor<Order, Order>("ProcessPayment")
{
public override async ValueTask<Order> HandleAsync(Order message, IWorkflowContext context, CancellationToken cancellationToken = default)
{
message.PaymentReferenceNumber = Guid.NewGuid().ToString()[^4..];
return message;
}
}
internal sealed class OrderCancel() : Executor<Order, string>("OrderCancel")
{
public override async ValueTask<string> HandleAsync(Order message, IWorkflowContext context, CancellationToken cancellationToken = default)
{
return $"Order {message.Id} cancelled at {DateTime.UtcNow:g} UTC.";
}
}
internal sealed class Order
{
public Order(string id, decimal amount)
{
this.Id = id;
this.Amount = amount;
}
public string Id { get; }
public decimal Amount { get; }
public Customer? Customer { get; set; }
public string? PaymentReferenceNumber { get; set; }
}
public sealed record Customer(int Id, string Name);
@@ -0,0 +1,48 @@
// Copyright (c) Microsoft. All rights reserved.
using Microsoft.Agents.AI.Hosting.AzureFunctions;
using Microsoft.Agents.AI.Workflows;
using Microsoft.Azure.Functions.Worker.Builder;
using Microsoft.Extensions.Hosting;
using SingleAgent;
Func<string, string> orderParserFunc = input =>
{
// We accept both short ordereId(Ex:12345) and long order reference number(MSFT12345)
// OrderId is the last 5 digigs of order reference number.
const int OrderIdPartLength = 5;
if (input.Length > OrderIdPartLength)
{
return input[^OrderIdPartLength..];
}
return input;
};
var orderParserExecutor = orderParserFunc.BindAsExecutor("ParseOrderId");
OrderLookup orderLookupExecutor = new();
OrderEnrich orderEnricherExeecutor = new();
PaymentProcessor paymentProcessorExecutor = new();
Workflow fulfillOrder = new WorkflowBuilder(orderParserExecutor)
.WithName("FulfillOrder")
.WithDescription("Looks up an order by ID and run payment processing")
.AddEdge(orderParserExecutor, orderLookupExecutor)
.AddEdge(orderLookupExecutor, orderEnricherExeecutor)
.AddEdge(orderEnricherExeecutor, paymentProcessorExecutor)
.Build();
//OrderCancel orderArchiverExecutor = new();
//Workflow cancelOrder = new WorkflowBuilder(orderParserExecutor)
// .WithName("CancelOrder")
// .WithDescription("Cancel an order")
// .AddEdge(orderParserExecutor, orderLookupExecutor)
// .AddEdge(orderLookupExecutor, orderArchiverExecutor)
// .Build();
var host = FunctionsApplication.CreateBuilder(args)
.ConfigureFunctionsWebApplication()
.ConfigureDurableOptions(options => options.Workflows.AddWorkflow(fulfillOrder))
.Build();
host.Run();
@@ -0,0 +1,89 @@
# Single Agent Sample
This sample demonstrates how to use the Durable Agent Framework (DAFx) to create a simple Azure Functions app that hosts a single AI agent and provides direct HTTP API access for interactive conversations.
## Key Concepts Demonstrated
- Using the Microsoft Agent Framework to define a simple AI agent with a name and instructions.
- Registering agents with the Function app and running them using HTTP.
- Conversation management (via session IDs) for isolated interactions.
## Environment Setup
See the [README.md](../README.md) file in the parent directory for more information on how to configure the environment, including how to install and run common sample dependencies.
## Running the Sample
With the environment setup and function app running, you can test the sample by sending an HTTP request to the agent endpoint.
You can use the `demo.http` file to send a message to the agent, or a command line tool like `curl` as shown below:
Bash (Linux/macOS/WSL):
```bash
curl -X POST http://localhost:7071/api/agents/Joker/run \
-H "Content-Type: text/plain" \
-d "Tell me a joke about a pirate."
```
PowerShell:
```powershell
Invoke-RestMethod -Method Post `
-Uri http://localhost:7071/api/agents/Joker/run `
-ContentType text/plain `
-Body "Tell me a joke about a pirate."
```
You can also send JSON requests:
```bash
curl -X POST http://localhost:7071/api/agents/Joker/run \
-H "Content-Type: application/json" \
-H "Accept: application/json" \
-d '{"message": "Tell me a joke about a pirate."}'
```
To continue a conversation, include the `thread_id` in the query string or JSON body:
```bash
curl -X POST "http://localhost:7071/api/agents/Joker/run?thread_id=your-thread-id" \
-H "Content-Type: application/json" \
-H "Accept: application/json" \
-d '{"message": "Tell me another one."}'
```
The response from the agent will be displayed in the terminal where you ran `func start`. The expected `text/plain` output will look something like:
```text
Why don't pirates ever learn the alphabet? Because they always get stuck at "C"!
```
The expected `application/json` output will look something like:
```json
{
"status": 200,
"thread_id": "ee6e47a0-f24b-40b1-ade8-16fcebb9eb40",
"response": {
"Messages": [
{
"AuthorName": "Joker",
"CreatedAt": "2025-11-11T12:00:00.0000000Z",
"Role": "assistant",
"Contents": [
{
"Type": "text",
"Text": "Why don't pirates ever learn the alphabet? Because they always get stuck at 'C'!"
}
]
}
],
"Usage": {
"InputTokenCount": 78,
"OutputTokenCount": 36,
"TotalTokenCount": 114
}
}
}
```
@@ -0,0 +1,14 @@
# Default endpoint address for local testing
@authority=http://localhost:7071
### Look up a long order reference id
POST {{authority}}/api/workflows/FulfillOrder/run
Content-Type: text/plain
QWERTY80853
### Look up a short order id
POST {{authority}}/api/workflows/CancelOrder/run
Content-Type: text/plain
12345
@@ -0,0 +1,20 @@
{
"version": "2.0",
"logging": {
"logLevel": {
"Microsoft.Agents.AI.DurableTask": "Information",
"Microsoft.Agents.AI.Hosting.AzureFunctions": "Information",
"DurableTask": "Information",
"Microsoft.DurableTask": "Information"
}
},
"extensions": {
"durableTask": {
"hubName": "default",
"storageProvider": {
"type": "AzureManaged",
"connectionStringName": "DURABLE_TASK_SCHEDULER_CONNECTION_STRING"
}
}
}
}
@@ -0,0 +1,48 @@
<Project Sdk="Microsoft.NET.Sdk">
<PropertyGroup>
<TargetFrameworks>net10.0</TargetFrameworks>
<AzureFunctionsVersion>v4</AzureFunctionsVersion>
<OutputType>Exe</OutputType>
<ImplicitUsings>enable</ImplicitUsings>
<Nullable>enable</Nullable>
<!-- The Functions build tools don't like namespaces that start with a number -->
<AssemblyName>SingleAgent</AssemblyName>
<RootNamespace>SingleAgent</RootNamespace>
</PropertyGroup>
<ItemGroup>
<FrameworkReference Include="Microsoft.AspNetCore.App" />
</ItemGroup>
<ItemGroup>
<None Include="local.settings.json" />
</ItemGroup>
<!-- Azure Functions packages -->
<ItemGroup>
<PackageReference Include="Microsoft.Azure.Functions.Worker" />
<PackageReference Include="Microsoft.Azure.Functions.Worker.Extensions.DurableTask" />
<PackageReference Include="Microsoft.Azure.Functions.Worker.Extensions.DurableTask.AzureManaged" />
<PackageReference Include="Microsoft.Azure.Functions.Worker.Extensions.Http" />
<PackageReference Include="Microsoft.Azure.Functions.Worker.Extensions.Http.AspNetCore" />
<PackageReference Include="Microsoft.Azure.Functions.Worker.Sdk" />
</ItemGroup>
<ItemGroup>
<PackageReference Include="Azure.AI.OpenAI" />
<PackageReference Include="Azure.Identity" />
</ItemGroup>
<!-- Local projects that should be switched to package references when using the sample outside of this MAF repo -->
<!--
<ItemGroup>
<PackageReference Include="Microsoft.Agents.AI.Hosting.AzureFunctions" />
<PackageReference Include="Microsoft.Agents.AI.OpenAI" />
</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.Workflows\Microsoft.Agents.AI.Workflows.csproj" />
</ItemGroup>
</Project>
@@ -0,0 +1,38 @@
// Copyright (c) Microsoft. All rights reserved.
using Microsoft.Agents.AI.Workflows;
namespace SingleAgent;
internal sealed class ConcurrentStartExecutor() : Executor<string, string>("ConcurrentStartExecutor")
{
public override ValueTask<string> HandleAsync(string message, IWorkflowContext context, CancellationToken cancellationToken = default)
{
// do some initial parsing and validation of the message.
// Return a polished version ith additional metadta.
if (!message.StartsWith("Query for the agent:", StringComparison.OrdinalIgnoreCase))
{
message = "Query for the agent: " + message;
}
return ValueTask.FromResult(message);
}
}
internal sealed class ResultAggregationExecutor() : Executor<string[], string>("ResultAggregationExecutor")
{
/// <summary>
/// Handles incoming messages from the agents and aggregates their responses.
/// </summary>
/// <param name="message">The messages from the parallel agents.</param>
/// <param name="context">Workflow context for accessing workflow services and adding events.</param>
/// <param name="cancellationToken">The <see cref="CancellationToken"/> to monitor for cancellation requests.
/// The default is <see cref="CancellationToken.None"/>.</param>
/// <returns>A task representing the asynchronous operation.</returns>
public override ValueTask<string> HandleAsync(string[] message, IWorkflowContext context, CancellationToken cancellationToken = default)
{
// Aggregate all responses from parallel executors
string aggregatedResponse = string.Join("\n---\n", message);
return ValueTask.FromResult($"Aggregated {message.Length} responses:\n{aggregatedResponse}");
}
}
@@ -0,0 +1,48 @@
// Copyright (c) Microsoft. All rights reserved.
using Azure;
using Azure.AI.OpenAI;
using Azure.Identity;
using Microsoft.Agents.AI;
using Microsoft.Agents.AI.Hosting.AzureFunctions;
using Microsoft.Agents.AI.Workflows;
using Microsoft.Azure.Functions.Worker.Builder;
using Microsoft.Extensions.AI;
using Microsoft.Extensions.Hosting;
using OpenAI.Chat;
using SingleAgent;
// Get the Azure OpenAI endpoint and deployment name from environment variables.
string endpoint = Environment.GetEnvironmentVariable("AZURE_OPENAI_ENDPOINT")
?? throw new InvalidOperationException("AZURE_OPENAI_ENDPOINT is not set.");
string deploymentName = Environment.GetEnvironmentVariable("AZURE_OPENAI_DEPLOYMENT")
?? throw new InvalidOperationException("AZURE_OPENAI_DEPLOYMENT is not set.");
// Use Azure Key Credential if provided, otherwise use Azure CLI Credential.
string? azureOpenAiKey = System.Environment.GetEnvironmentVariable("AZURE_OPENAI_KEY");
AzureOpenAIClient client = !string.IsNullOrEmpty(azureOpenAiKey)
? new AzureOpenAIClient(new Uri(endpoint), new AzureKeyCredential(azureOpenAiKey))
: new AzureOpenAIClient(new Uri(endpoint), new AzureCliCredential());
AIAgent physicist = client.GetChatClient(deploymentName).AsAIAgent("You are an expert in physics. You answer questions from a physics perspective.", "Physicist");
AIAgent chemist = client.GetChatClient(deploymentName).AsAIAgent("You are an expert in chemistry. You answer questions from a chemistry perspective.", "Chemist");
var startExecutor = new ConcurrentStartExecutor();
var aggregationExecutor = new ResultAggregationExecutor();
var workflow = new WorkflowBuilder(startExecutor)
.WithName("ExpertReview")
.AddFanOutEdge(startExecutor, [physicist, chemist])
.AddFanInEdge([physicist, chemist], aggregationExecutor)
.Build();
var host = FunctionsApplication.CreateBuilder(args)
.ConfigureFunctionsWebApplication()
.ConfigureDurableOptions(options =>
{
// Configure workflows
options.Workflows.AddWorkflow(workflow);
})
.Build();
host.Run();
@@ -0,0 +1,89 @@
# Single Agent Sample
This sample demonstrates how to use the Durable Agent Framework (DAFx) to create a simple Azure Functions app that hosts a single AI agent and provides direct HTTP API access for interactive conversations.
## Key Concepts Demonstrated
- Using the Microsoft Agent Framework to define a simple AI agent with a name and instructions.
- Registering agents with the Function app and running them using HTTP.
- Conversation management (via session IDs) for isolated interactions.
## Environment Setup
See the [README.md](../README.md) file in the parent directory for more information on how to configure the environment, including how to install and run common sample dependencies.
## Running the Sample
With the environment setup and function app running, you can test the sample by sending an HTTP request to the agent endpoint.
You can use the `demo.http` file to send a message to the agent, or a command line tool like `curl` as shown below:
Bash (Linux/macOS/WSL):
```bash
curl -X POST http://localhost:7071/api/agents/Joker/run \
-H "Content-Type: text/plain" \
-d "Tell me a joke about a pirate."
```
PowerShell:
```powershell
Invoke-RestMethod -Method Post `
-Uri http://localhost:7071/api/agents/Joker/run `
-ContentType text/plain `
-Body "Tell me a joke about a pirate."
```
You can also send JSON requests:
```bash
curl -X POST http://localhost:7071/api/agents/Joker/run \
-H "Content-Type: application/json" \
-H "Accept: application/json" \
-d '{"message": "Tell me a joke about a pirate."}'
```
To continue a conversation, include the `thread_id` in the query string or JSON body:
```bash
curl -X POST "http://localhost:7071/api/agents/Joker/run?thread_id=your-thread-id" \
-H "Content-Type: application/json" \
-H "Accept: application/json" \
-d '{"message": "Tell me another one."}'
```
The response from the agent will be displayed in the terminal where you ran `func start`. The expected `text/plain` output will look something like:
```text
Why don't pirates ever learn the alphabet? Because they always get stuck at "C"!
```
The expected `application/json` output will look something like:
```json
{
"status": 200,
"thread_id": "ee6e47a0-f24b-40b1-ade8-16fcebb9eb40",
"response": {
"Messages": [
{
"AuthorName": "Joker",
"CreatedAt": "2025-11-11T12:00:00.0000000Z",
"Role": "assistant",
"Contents": [
{
"Type": "text",
"Text": "Why don't pirates ever learn the alphabet? Because they always get stuck at 'C'!"
}
]
}
],
"Usage": {
"InputTokenCount": 78,
"OutputTokenCount": 36,
"TotalTokenCount": 114
}
}
}
```
@@ -0,0 +1,27 @@
//// Copyright (c) Microsoft. All rights reserved.
//using Microsoft.Agents.AI.Workflows;
//namespace SingleAgent;
///// <summary>
///// Routes survey responses to appropriate teams based on rating and category.
///// </summary>
//public sealed class ResponseRouterExecutor() : Executor<string, string>("ResponseRouterExecutor")
//{
// public override ValueTask<string> HandleAsync(string message, IWorkflowContext context, CancellationToken cancellationToken = default)
// {
// if (message.Contains("billing", StringComparison.OrdinalIgnoreCase))
// {
// return ValueTask.FromResult("Routed to Billing Team");
// }
// else if (message.Contains("technical", StringComparison.OrdinalIgnoreCase))
// {
// return ValueTask.FromResult("Routed to Technical Support Team");
// }
// else
// {
// return ValueTask.FromResult("Routed to General Support Team");
// }
// }
//}
@@ -0,0 +1,82 @@
//// Copyright (c) Microsoft. All rights reserved.
//using System.Text.Json;
//using System.Text.RegularExpressions;
//using Microsoft.Agents.AI.Workflows;
//namespace SingleAgent;
///// <summary>
///// This executor parses survey responses and produces structured output.
///// Example input: "Rating: 8. The app is good but checkout process is confusing."
///// </summary>
//[System.Diagnostics.CodeAnalysis.SuppressMessage("Performance", "CA1812:Avoid uninstantiated internal classes", Justification = "Instantiated by workflow framework")]
//internal sealed partial class SurveyResponseParserExecutor() : Executor<string, string>("SurveyResponseParserExecutor")
//{
// private static readonly JsonSerializerOptions s_jsonOptions = new()
// {
// WriteIndented = true
// };
// [GeneratedRegex(@"Rating:\s*(\d+)", RegexOptions.IgnoreCase)]
// private static partial Regex RatingRegex();
// public override ValueTask<string> HandleAsync(string message, IWorkflowContext context, CancellationToken cancellationToken = default)
// {
// SurveyResponse response = this.ParseSurveyResponse(message);
// string jsonResult = JsonSerializer.Serialize(response, s_jsonOptions);
// return ValueTask.FromResult(jsonResult);
// }
// private SurveyResponse ParseSurveyResponse(string message)
// {
// // Parse the message to extract rating and comment
// int? rating = null;
// string comment = message;
// // Try to extract rating using pattern "Rating: {number}"
// Match ratingMatch = RatingRegex().Match(message);
// if (ratingMatch.Success && int.TryParse(ratingMatch.Groups[1].Value, out int parsedRating))
// {
// rating = parsedRating;
// // Remove the rating part from the message to get the comment
// // Find the position after the rating number
// int ratingEndIndex = ratingMatch.Index + ratingMatch.Length;
// // Skip any separators (period, comma, dash, etc.) and whitespace
// while (ratingEndIndex < message.Length &&
// (char.IsWhiteSpace(message[ratingEndIndex]) ||
// message[ratingEndIndex] == '.' ||
// message[ratingEndIndex] == ',' ||
// message[ratingEndIndex] == '-'))
// {
// ratingEndIndex++;
// }
// if (ratingEndIndex < message.Length)
// {
// comment = message[ratingEndIndex..].Trim();
// }
// else
// {
// comment = string.Empty;
// }
// }
// // Create and return the structured response
// return new SurveyResponse
// {
// Rating = rating,
// Comment = comment,
// OriginalMessage = message
// };
// }
// private sealed class SurveyResponse
// {
// public int? Rating { get; set; }
// public string Comment { get; set; } = string.Empty;
// public string OriginalMessage { get; set; } = string.Empty;
// }
//}
@@ -0,0 +1,8 @@
# Default endpoint address for local testing
@authority=http://localhost:7071
### Start the workflow
POST {{authority}}/api/workflows/ExpertReview/run
Content-Type: text/plain
What is temperature?
@@ -0,0 +1,20 @@
{
"version": "2.0",
"logging": {
"logLevel": {
"Microsoft.Agents.AI.DurableTask": "Information",
"Microsoft.Agents.AI.Hosting.AzureFunctions": "Information",
"DurableTask": "Information",
"Microsoft.DurableTask": "Information"
}
},
"extensions": {
"durableTask": {
"hubName": "default",
"storageProvider": {
"type": "AzureManaged",
"connectionStringName": "DURABLE_TASK_SCHEDULER_CONNECTION_STRING"
}
}
}
}
@@ -0,0 +1,48 @@
<Project Sdk="Microsoft.NET.Sdk">
<PropertyGroup>
<TargetFrameworks>net10.0</TargetFrameworks>
<AzureFunctionsVersion>v4</AzureFunctionsVersion>
<OutputType>Exe</OutputType>
<ImplicitUsings>enable</ImplicitUsings>
<Nullable>enable</Nullable>
<!-- The Functions build tools don't like namespaces that start with a number -->
<AssemblyName>SingleAgent</AssemblyName>
<RootNamespace>SingleAgent</RootNamespace>
</PropertyGroup>
<ItemGroup>
<FrameworkReference Include="Microsoft.AspNetCore.App" />
</ItemGroup>
<ItemGroup>
<None Include="local.settings.json" />
</ItemGroup>
<!-- Azure Functions packages -->
<ItemGroup>
<PackageReference Include="Microsoft.Azure.Functions.Worker" />
<PackageReference Include="Microsoft.Azure.Functions.Worker.Extensions.DurableTask" />
<PackageReference Include="Microsoft.Azure.Functions.Worker.Extensions.DurableTask.AzureManaged" />
<PackageReference Include="Microsoft.Azure.Functions.Worker.Extensions.Http" />
<PackageReference Include="Microsoft.Azure.Functions.Worker.Extensions.Http.AspNetCore" />
<PackageReference Include="Microsoft.Azure.Functions.Worker.Sdk" />
</ItemGroup>
<ItemGroup>
<PackageReference Include="Azure.AI.OpenAI" />
<PackageReference Include="Azure.Identity" />
</ItemGroup>
<!-- Local projects that should be switched to package references when using the sample outside of this MAF repo -->
<!--
<ItemGroup>
<PackageReference Include="Microsoft.Agents.AI.Hosting.AzureFunctions" />
<PackageReference Include="Microsoft.Agents.AI.OpenAI" />
</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.Workflows\Microsoft.Agents.AI.Workflows.csproj" />
</ItemGroup>
</Project>
@@ -0,0 +1,87 @@
// Copyright (c) Microsoft. All rights reserved.
// This sample demonstrates how to use durable state management in Azure Functions workflows.
// The OrderIdParserExecutor writes a value to shared state, and the EmailSenderExecutor reads it back.
// The state is persisted durably using Durable Entities behind the scenes.
using Microsoft.Agents.AI.Workflows;
namespace SingleAgent;
/// <summary>
/// Constants for shared state scopes used across executors.
/// </summary>
internal static class SharedStateConstants
{
public const string MessageScope = "MessageState";
public const string ProcessedMessageKey = "ProcessedMessage";
}
public sealed class Order
{
public Order(string id, decimal amount)
{
this.Id = id;
this.Amount = amount;
}
public string Id { get; }
public decimal Amount { get; }
public string? PaymentReferenceNumber { get; set; }
}
/// <summary>
/// First executor that processes a message and stores the result in shared state.
/// </summary>
internal sealed class OrderIdParserExecutor() : Executor<string, Order>("OrderIdParserExecutor")
{
public override async ValueTask<Order> HandleAsync(string message, IWorkflowContext context, CancellationToken cancellationToken = default)
{
// Process the message
string processedMessage = $"Processed: {message}";
// Store the processed message in shared state for the next executor
await context.QueueStateUpdateAsync(
SharedStateConstants.ProcessedMessageKey,
processedMessage,
SharedStateConstants.MessageScope,
cancellationToken);
return GetOrder(message);
}
private static Order GetOrder(string id)
{
// Simulate fetching order details
return new Order(id, 100.0m);
}
}
/// <summary>
/// Second executor that reads the shared state and appends to the message.
/// </summary>
internal sealed class EmailSenderExecutor() : Executor<Order, string>("EmailSenderExecutor")
{
public override async ValueTask<string> HandleAsync(Order message, IWorkflowContext context, CancellationToken cancellationToken = default)
{
// Read the processed message from shared state (written by OrderIdParserExecutor)
string? storedMessage = await context.ReadStateAsync<string>(
SharedStateConstants.ProcessedMessageKey,
SharedStateConstants.MessageScope,
cancellationToken);
// Combine with the input message
return storedMessage is not null
? $"From state: [{storedMessage}] | Input: [{message.Id}]"
: $"No state found | Input: [{message.Id}]";
}
}
internal sealed class PaymentProcesserExecutor() : Executor<Order, Order>("PaymentProcesserExecutor")
{
public override async ValueTask<Order> HandleAsync(Order message, IWorkflowContext context, CancellationToken cancellationToken = default)
{
// Call payment gateway.
message.PaymentReferenceNumber = Guid.NewGuid().ToString().Substring(0, 4);
return message;
}
}
@@ -0,0 +1,23 @@
// Copyright (c) Microsoft. All rights reserved.
using Microsoft.Agents.AI.Hosting.AzureFunctions;
using Microsoft.Agents.AI.Workflows;
using Microsoft.Azure.Functions.Worker.Builder;
using Microsoft.Extensions.Hosting;
using SingleAgent;
// Set up an AI agent following the standard Microsoft Agent Framework pattern.
OrderIdParserExecutor orderParser = new();
PaymentProcesserExecutor paymentProcessor = new();
EmailSenderExecutor emailSender = new();
WorkflowBuilder builder = new(orderParser);
builder.AddEdge(orderParser, paymentProcessor);
builder.AddEdge(paymentProcessor, emailSender).WithOutputFrom(emailSender);
var workflow = builder.WithName("ProcessOrder").Build();
FunctionsApplication.CreateBuilder(args)
.ConfigureFunctionsWebApplication()
.ConfigureDurableOptions(options => options.Workflows.AddWorkflow(workflow))
.Build().Run();
@@ -0,0 +1,89 @@
# Single Agent Sample
This sample demonstrates how to use the Durable Agent Framework (DAFx) to create a simple Azure Functions app that hosts a single AI agent and provides direct HTTP API access for interactive conversations.
## Key Concepts Demonstrated
- Using the Microsoft Agent Framework to define a simple AI agent with a name and instructions.
- Registering agents with the Function app and running them using HTTP.
- Conversation management (via session IDs) for isolated interactions.
## Environment Setup
See the [README.md](../README.md) file in the parent directory for more information on how to configure the environment, including how to install and run common sample dependencies.
## Running the Sample
With the environment setup and function app running, you can test the sample by sending an HTTP request to the agent endpoint.
You can use the `demo.http` file to send a message to the agent, or a command line tool like `curl` as shown below:
Bash (Linux/macOS/WSL):
```bash
curl -X POST http://localhost:7071/api/agents/Joker/run \
-H "Content-Type: text/plain" \
-d "Tell me a joke about a pirate."
```
PowerShell:
```powershell
Invoke-RestMethod -Method Post `
-Uri http://localhost:7071/api/agents/Joker/run `
-ContentType text/plain `
-Body "Tell me a joke about a pirate."
```
You can also send JSON requests:
```bash
curl -X POST http://localhost:7071/api/agents/Joker/run \
-H "Content-Type: application/json" \
-H "Accept: application/json" \
-d '{"message": "Tell me a joke about a pirate."}'
```
To continue a conversation, include the `thread_id` in the query string or JSON body:
```bash
curl -X POST "http://localhost:7071/api/agents/Joker/run?thread_id=your-thread-id" \
-H "Content-Type: application/json" \
-H "Accept: application/json" \
-d '{"message": "Tell me another one."}'
```
The response from the agent will be displayed in the terminal where you ran `func start`. The expected `text/plain` output will look something like:
```text
Why don't pirates ever learn the alphabet? Because they always get stuck at "C"!
```
The expected `application/json` output will look something like:
```json
{
"status": 200,
"thread_id": "ee6e47a0-f24b-40b1-ade8-16fcebb9eb40",
"response": {
"Messages": [
{
"AuthorName": "Joker",
"CreatedAt": "2025-11-11T12:00:00.0000000Z",
"Role": "assistant",
"Contents": [
{
"Type": "text",
"Text": "Why don't pirates ever learn the alphabet? Because they always get stuck at 'C'!"
}
]
}
],
"Usage": {
"InputTokenCount": 78,
"OutputTokenCount": 36,
"TotalTokenCount": 114
}
}
}
```

Some files were not shown because too many files have changed in this diff Show More