From ec5c748084c7d926284e0b974dfb7cf80ddf7cab Mon Sep 17 00:00:00 2001 From: Cristian Pufu Date: Thu, 19 Feb 2026 09:54:06 +0200 Subject: [PATCH 1/3] feat: add uipath-agent-framework integration package Add UiPath runtime integration for the Microsoft Agent Framework SDK, enabling discovery, schema inference, execution, and streaming of Agent Framework agents on the UiPath Cloud Platform. Co-Authored-By: Claude Opus 4.6 --- packages/uipath-agent-framework/README.md | 38 +++ .../uipath-agent-framework/pyproject.toml | 105 +++++++ .../samples/quickstart-agent/README.md | 29 ++ .../quickstart-agent/agent_framework.json | 5 + .../samples/quickstart-agent/main.py | 60 ++++ .../samples/quickstart-agent/pyproject.toml | 21 ++ .../samples/quickstart-agent/uipath.json | 14 + .../src/uipath_agent_framework/__init__.py | 4 + .../uipath_agent_framework/_cli/__init__.py | 0 .../_cli/_templates/AGENTS.md.template | 21 ++ .../_templates/agent_framework.json.template | 5 + .../_cli/_templates/main.py.template | 22 ++ .../uipath_agent_framework/_cli/cli_new.py | 76 +++++ .../src/uipath_agent_framework/middlewares.py | 8 + .../runtime/__init__.py | 35 +++ .../uipath_agent_framework/runtime/config.py | 55 ++++ .../uipath_agent_framework/runtime/errors.py | 48 +++ .../uipath_agent_framework/runtime/factory.py | 222 +++++++++++++ .../uipath_agent_framework/runtime/loader.py | 181 +++++++++++ .../runtime/messages.py | 295 ++++++++++++++++++ .../uipath_agent_framework/runtime/runtime.py | 256 +++++++++++++++ .../uipath_agent_framework/runtime/schema.py | 192 ++++++++++++ .../tests/test_config.py | 85 +++++ .../tests/test_graph.py | 106 +++++++ .../tests/test_schema.py | 159 ++++++++++ 25 files changed, 2042 insertions(+) create mode 100644 packages/uipath-agent-framework/README.md create mode 100644 packages/uipath-agent-framework/pyproject.toml create mode 100644 packages/uipath-agent-framework/samples/quickstart-agent/README.md create mode 100644 packages/uipath-agent-framework/samples/quickstart-agent/agent_framework.json create mode 100644 packages/uipath-agent-framework/samples/quickstart-agent/main.py create mode 100644 packages/uipath-agent-framework/samples/quickstart-agent/pyproject.toml create mode 100644 packages/uipath-agent-framework/samples/quickstart-agent/uipath.json create mode 100644 packages/uipath-agent-framework/src/uipath_agent_framework/__init__.py create mode 100644 packages/uipath-agent-framework/src/uipath_agent_framework/_cli/__init__.py create mode 100644 packages/uipath-agent-framework/src/uipath_agent_framework/_cli/_templates/AGENTS.md.template create mode 100644 packages/uipath-agent-framework/src/uipath_agent_framework/_cli/_templates/agent_framework.json.template create mode 100644 packages/uipath-agent-framework/src/uipath_agent_framework/_cli/_templates/main.py.template create mode 100644 packages/uipath-agent-framework/src/uipath_agent_framework/_cli/cli_new.py create mode 100644 packages/uipath-agent-framework/src/uipath_agent_framework/middlewares.py create mode 100644 packages/uipath-agent-framework/src/uipath_agent_framework/runtime/__init__.py create mode 100644 packages/uipath-agent-framework/src/uipath_agent_framework/runtime/config.py create mode 100644 packages/uipath-agent-framework/src/uipath_agent_framework/runtime/errors.py create mode 100644 packages/uipath-agent-framework/src/uipath_agent_framework/runtime/factory.py create mode 100644 packages/uipath-agent-framework/src/uipath_agent_framework/runtime/loader.py create mode 100644 packages/uipath-agent-framework/src/uipath_agent_framework/runtime/messages.py create mode 100644 packages/uipath-agent-framework/src/uipath_agent_framework/runtime/runtime.py create mode 100644 packages/uipath-agent-framework/src/uipath_agent_framework/runtime/schema.py create mode 100644 packages/uipath-agent-framework/tests/test_config.py create mode 100644 packages/uipath-agent-framework/tests/test_graph.py create mode 100644 packages/uipath-agent-framework/tests/test_schema.py diff --git a/packages/uipath-agent-framework/README.md b/packages/uipath-agent-framework/README.md new file mode 100644 index 00000000..967eec93 --- /dev/null +++ b/packages/uipath-agent-framework/README.md @@ -0,0 +1,38 @@ +# UiPath Agent Framework Integration + +Python SDK that enables developers to build and deploy Microsoft Agent Framework agents to the UiPath Cloud Platform. + +## Installation + +```bash +pip install uipath-agent-framework +``` + +## Quick Start + +1. Create an agent in `main.py`: + +```python +from agent_framework.openai import OpenAIChatClient + +agent = OpenAIChatClient(model_id="gpt-4o-mini").as_agent( + name="my_agent", + instructions="You are a helpful assistant.", +) +``` + +2. Create `agent_framework.json`: + +```json +{ + "agents": { + "agent": "main.py:agent" + } +} +``` + +3. Run with UiPath CLI: + +```bash +uipath run agent '{"messages": "Hello!"}' +``` diff --git a/packages/uipath-agent-framework/pyproject.toml b/packages/uipath-agent-framework/pyproject.toml new file mode 100644 index 00000000..5531b14a --- /dev/null +++ b/packages/uipath-agent-framework/pyproject.toml @@ -0,0 +1,105 @@ +[project] +name = "uipath-agent-framework" +version = "0.0.1" +description = "Python SDK that enables developers to build and deploy Microsoft Agent Framework agents to the UiPath Cloud Platform" +readme = "README.md" +requires-python = ">=3.11" +dependencies = [ + "agent-framework-core>=1.0.0b260212", + "openinference-instrumentation-agent-framework>=0.1.0", + "uipath>=2.8.41, <2.9.0", + "uipath-runtime>=0.9.0, <0.10.0", +] +classifiers = [ + "Intended Audience :: Developers", + "Topic :: Software Development :: Build Tools", + "Programming Language :: Python :: 3.11", + "Programming Language :: Python :: 3.12", + "Programming Language :: Python :: 3.13", +] +maintainers = [ + { name = "Cristian Pufu", email = "cristian.pufu@uipath.com" } +] + +[project.entry-points."uipath.middlewares"] +register = "uipath_agent_framework.middlewares:register_middleware" + +[project.entry-points."uipath.runtime.factories"] +agent-framework = "uipath_agent_framework.runtime:register_runtime_factory" + +[project.urls] +Homepage = "https://uipath.com" +Repository = "https://github.com/UiPath/uipath-integrations-python" + +[build-system] +requires = ["hatchling"] +build-backend = "hatchling.build" + +[dependency-groups] +dev = [ + "mypy>=1.19.1", + "ruff>=0.15.1", + "pytest>=9.0.2", + "pytest-cov>=7.0.0", + "pytest-mock>=3.15.1", + "pre-commit>=4.5.1", + "pytest-asyncio>=1.3.0", +] + +[tool.ruff] +line-length = 88 +indent-width = 4 + +[tool.ruff.lint] +select = ["E", "F", "B", "I"] + +[tool.ruff.lint.per-file-ignores] +"*" = ["E501"] + +[tool.ruff.format] +quote-style = "double" +indent-style = "space" +skip-magic-trailing-comma = false +line-ending = "auto" + +[tool.mypy] +plugins = [ + "pydantic.mypy" +] +exclude = [ + "samples/.*", + "testcases/.*" +] +follow_imports = "silent" +warn_redundant_casts = true +warn_unused_ignores = false +disallow_any_generics = true +check_untyped_defs = true +no_implicit_reexport = true +disallow_untyped_defs = false + +[[tool.mypy.overrides]] +module = "agent_framework.*" +ignore_missing_imports = true +ignore_errors = true + +[[tool.mypy.overrides]] +module = "openinference.*" +ignore_missing_imports = true +ignore_errors = true + +[tool.pytest.ini_options] +testpaths = ["tests"] +python_files = "test_*.py" +addopts = "-ra -q" +asyncio_default_fixture_loop_scope = "function" +asyncio_mode = "auto" + +[tool.uv] +prerelease = "allow" + +[[tool.uv.index]] +name = "testpypi" +url = "https://test.pypi.org/simple/" +publish-url = "https://test.pypi.org/legacy/" +explicit = true diff --git a/packages/uipath-agent-framework/samples/quickstart-agent/README.md b/packages/uipath-agent-framework/samples/quickstart-agent/README.md new file mode 100644 index 00000000..c0e71f6e --- /dev/null +++ b/packages/uipath-agent-framework/samples/quickstart-agent/README.md @@ -0,0 +1,29 @@ +# Quickstart Agent + +A simple weather assistant that fetches current weather data for any location using the Open-Meteo API. Uses LLMs through the UiPath LLM Gateway. + +## Agent Graph + +```mermaid +flowchart TB + __start__(__start__) + weather_agent(weather_agent) + weather_agent_tools(tools) + __end__(__end__) + weather_agent --> weather_agent_tools + weather_agent_tools --> weather_agent + __start__ --> |input|weather_agent + weather_agent --> |output|__end__ +``` + +## Run + +``` +uipath run agent '{"messages": [{"contentParts": [{"data": {"inline": "What is the weather in San Francisco?"}}], "role": "user"}]}' +``` + +## Debug + +``` +uipath dev web +``` diff --git a/packages/uipath-agent-framework/samples/quickstart-agent/agent_framework.json b/packages/uipath-agent-framework/samples/quickstart-agent/agent_framework.json new file mode 100644 index 00000000..61974aef --- /dev/null +++ b/packages/uipath-agent-framework/samples/quickstart-agent/agent_framework.json @@ -0,0 +1,5 @@ +{ + "agents": { + "agent": "main.py:agent" + } +} diff --git a/packages/uipath-agent-framework/samples/quickstart-agent/main.py b/packages/uipath-agent-framework/samples/quickstart-agent/main.py new file mode 100644 index 00000000..f34df2e4 --- /dev/null +++ b/packages/uipath-agent-framework/samples/quickstart-agent/main.py @@ -0,0 +1,60 @@ +import httpx +from agent_framework.openai import OpenAIChatClient + + +def get_weather(location: str) -> str: + """Get the current weather for a location using the Open-Meteo API. + + Args: + location: The city name, e.g. "San Francisco" + + Returns: + JSON string with temperature, wind speed, and conditions + """ + # Geocode the location name to lat/lon via Open-Meteo + try: + geo_resp = httpx.get( + "https://geocoding-api.open-meteo.com/v1/search", + params={"name": location, "count": 1}, + timeout=10, + ) + geo_resp.raise_for_status() + geo = geo_resp.json() + if not geo.get("results"): + return f"Could not find location: {location}" + lat = geo["results"][0]["latitude"] + lon = geo["results"][0]["longitude"] + name = geo["results"][0].get("name", location) + country = geo["results"][0].get("country", "") + except Exception as e: + return f"Geocoding failed for '{location}': {e}" + + # Fetch current weather + try: + weather_resp = httpx.get( + "https://api.open-meteo.com/v1/forecast", + params={ + "latitude": lat, + "longitude": lon, + "current": "temperature_2m,wind_speed_10m,weather_code", + "temperature_unit": "celsius", + }, + timeout=10, + ) + weather_resp.raise_for_status() + current = weather_resp.json().get("current", {}) + return ( + f"Weather in {name}, {country}: " + f"{current.get('temperature_2m')}°C, " + f"wind {current.get('wind_speed_10m')} km/h, " + f"code {current.get('weather_code')}" + ) + except Exception as e: + return f"Weather fetch failed: {e}" + + +agent = OpenAIChatClient(model_id="gpt-4o-mini").as_agent( + name="weather_agent", + instructions="You are a helpful weather assistant. Use the get_weather tool to provide weather information.", + tools=[get_weather], +) diff --git a/packages/uipath-agent-framework/samples/quickstart-agent/pyproject.toml b/packages/uipath-agent-framework/samples/quickstart-agent/pyproject.toml new file mode 100644 index 00000000..9e5783f8 --- /dev/null +++ b/packages/uipath-agent-framework/samples/quickstart-agent/pyproject.toml @@ -0,0 +1,21 @@ +[project] +name = "quickstart-agent" +version = "0.0.1" +description = "Quickstart Agent Framework agent example" +authors = [{ name = "John Doe" }] +readme = "README.md" +requires-python = ">=3.11" +dependencies = [ + "uipath", + "uipath-agent-framework", + "agent-framework-core>=1.0.0b260212", + "httpx>=0.27.0", +] + +[dependency-groups] +dev = [ + "uipath-dev", +] + +[tool.uv] +prerelease = "allow" diff --git a/packages/uipath-agent-framework/samples/quickstart-agent/uipath.json b/packages/uipath-agent-framework/samples/quickstart-agent/uipath.json new file mode 100644 index 00000000..7969b8f0 --- /dev/null +++ b/packages/uipath-agent-framework/samples/quickstart-agent/uipath.json @@ -0,0 +1,14 @@ +{ + "$schema": "https://cloud.uipath.com/draft/2024-12/uipath", + "runtimeOptions": { + "isConversational": true + }, + "packOptions": { + "fileExtensionsIncluded": [], + "filesIncluded": [], + "filesExcluded": [], + "directoriesExcluded": [], + "includeUvLock": true + }, + "functions": {} +} diff --git a/packages/uipath-agent-framework/src/uipath_agent_framework/__init__.py b/packages/uipath-agent-framework/src/uipath_agent_framework/__init__.py new file mode 100644 index 00000000..8042b083 --- /dev/null +++ b/packages/uipath-agent-framework/src/uipath_agent_framework/__init__.py @@ -0,0 +1,4 @@ +"""UiPath Agent Framework Runtime Integration.""" + + +__all__: list[str] = [] diff --git a/packages/uipath-agent-framework/src/uipath_agent_framework/_cli/__init__.py b/packages/uipath-agent-framework/src/uipath_agent_framework/_cli/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/packages/uipath-agent-framework/src/uipath_agent_framework/_cli/_templates/AGENTS.md.template b/packages/uipath-agent-framework/src/uipath_agent_framework/_cli/_templates/AGENTS.md.template new file mode 100644 index 00000000..74579ff9 --- /dev/null +++ b/packages/uipath-agent-framework/src/uipath_agent_framework/_cli/_templates/AGENTS.md.template @@ -0,0 +1,21 @@ +# Agent Framework Agent + +This project uses the Microsoft Agent Framework to build AI agents. + +## Getting Started + +1. Install dependencies: `uipath init` +2. Run the agent: `uipath run agent '{"messages": "Hello!"}'` +3. Stream events: `uipath run agent '{"messages": "Hello!"}' --stream` + +## Configuration + +Edit `agent_framework.json` to configure your agents: + +```json +{ + "agents": { + "agent": "main.py:agent" + } +} +``` diff --git a/packages/uipath-agent-framework/src/uipath_agent_framework/_cli/_templates/agent_framework.json.template b/packages/uipath-agent-framework/src/uipath_agent_framework/_cli/_templates/agent_framework.json.template new file mode 100644 index 00000000..61974aef --- /dev/null +++ b/packages/uipath-agent-framework/src/uipath_agent_framework/_cli/_templates/agent_framework.json.template @@ -0,0 +1,5 @@ +{ + "agents": { + "agent": "main.py:agent" + } +} diff --git a/packages/uipath-agent-framework/src/uipath_agent_framework/_cli/_templates/main.py.template b/packages/uipath-agent-framework/src/uipath_agent_framework/_cli/_templates/main.py.template new file mode 100644 index 00000000..38bbe26e --- /dev/null +++ b/packages/uipath-agent-framework/src/uipath_agent_framework/_cli/_templates/main.py.template @@ -0,0 +1,22 @@ +from agent_framework.openai import OpenAIChatClient + + +def get_weather(location: str) -> str: + """Get the current weather for a location. + + Args: + location: The city and state, e.g. "San Francisco, CA" + + Returns: + Weather information for the location + """ + # This is a mock implementation + return f"The weather in {location} is sunny and 32 degrees Celsius." + + +# Create an agent with tools +agent = OpenAIChatClient(model_id="gpt-4o-mini").as_agent( + name="weather_agent", + instructions="You are a helpful weather assistant. Use the get_weather tool to provide weather information.", + tools=[get_weather], +) diff --git a/packages/uipath-agent-framework/src/uipath_agent_framework/_cli/cli_new.py b/packages/uipath-agent-framework/src/uipath_agent_framework/_cli/cli_new.py new file mode 100644 index 00000000..ee2c312e --- /dev/null +++ b/packages/uipath-agent-framework/src/uipath_agent_framework/_cli/cli_new.py @@ -0,0 +1,76 @@ +import os +import shutil + +import click +from uipath._cli._utils._console import ConsoleLogger +from uipath._cli.middlewares import MiddlewareResult + +console = ConsoleLogger() + + +def generate_script(target_directory): + template_script_path = os.path.join( + os.path.dirname(__file__), "_templates/main.py.template" + ) + target_path = os.path.join(target_directory, "main.py") + + shutil.copyfile(template_script_path, target_path) + + template_config_path = os.path.join( + os.path.dirname(__file__), "_templates/agent_framework.json.template" + ) + target_path = os.path.join(target_directory, "agent_framework.json") + shutil.copyfile(template_config_path, target_path) + + template_agents_md_path = os.path.join( + os.path.dirname(__file__), "_templates/AGENTS.md.template" + ) + target_agents_md = os.path.join(target_directory, "AGENTS.md") + if os.path.exists(template_agents_md_path): + shutil.copyfile(template_agents_md_path, target_agents_md) + + +def generate_pyproject(target_directory, project_name): + project_toml_path = os.path.join(target_directory, "pyproject.toml") + toml_content = f"""[project] +name = "{project_name}" +version = "0.0.1" +description = "{project_name}" +authors = [{{ name = "John Doe", email = "john.doe@myemail.com" }}] +dependencies = [ + "uipath-agent-framework>=0.0.1, <0.1.0", +] +requires-python = ">=3.11" +""" + + with open(project_toml_path, "w") as f: + f.write(toml_content) + + +def agent_framework_new_middleware(name: str) -> MiddlewareResult: + """Middleware to create demo Agent Framework agent""" + + directory = os.getcwd() + + try: + with console.spinner(f"Creating new agent {name} in current directory ..."): + generate_pyproject(directory, name) + generate_script(directory) + console.success("Created 'main.py' file.") + console.success("Created 'agent_framework.json' file.") + console.success("Created 'AGENTS.md' file.") + generate_pyproject(directory, name) + console.success("Created 'pyproject.toml' file.") + init_command = """uipath init""" + run_command = """uipath run agent '{"messages": "What is the weather in San Francisco?"}'""" + console.hint( + f""" Initialize project: {click.style(init_command, fg="cyan")}""" + ) + console.hint(f""" Run agent: {click.style(run_command, fg="cyan")}""") + return MiddlewareResult(should_continue=False) + except Exception as e: + console.error(f"Error creating demo agent {str(e)}") + return MiddlewareResult( + should_continue=False, + should_include_stacktrace=True, + ) diff --git a/packages/uipath-agent-framework/src/uipath_agent_framework/middlewares.py b/packages/uipath-agent-framework/src/uipath_agent_framework/middlewares.py new file mode 100644 index 00000000..51cc84a2 --- /dev/null +++ b/packages/uipath-agent-framework/src/uipath_agent_framework/middlewares.py @@ -0,0 +1,8 @@ +from uipath._cli.middlewares import Middlewares + +from ._cli.cli_new import agent_framework_new_middleware + + +def register_middleware(): + """This function will be called by the entry point system when uipath-agent-framework is installed""" + Middlewares.register("new", agent_framework_new_middleware) diff --git a/packages/uipath-agent-framework/src/uipath_agent_framework/runtime/__init__.py b/packages/uipath-agent-framework/src/uipath_agent_framework/runtime/__init__.py new file mode 100644 index 00000000..98c40fb1 --- /dev/null +++ b/packages/uipath-agent-framework/src/uipath_agent_framework/runtime/__init__.py @@ -0,0 +1,35 @@ +"""UiPath Agent Framework Runtime.""" + +from uipath.runtime import ( + UiPathRuntimeContext, + UiPathRuntimeFactoryProtocol, + UiPathRuntimeFactoryRegistry, +) + +from .factory import UiPathAgentFrameworkRuntimeFactory +from .runtime import UiPathAgentFrameworkRuntime +from .schema import get_agent_graph, get_entrypoints_schema + + +def register_runtime_factory() -> None: + """Register the Agent Framework factory. Called automatically via entry point.""" + + def create_factory( + context: UiPathRuntimeContext | None = None, + ) -> UiPathRuntimeFactoryProtocol: + return UiPathAgentFrameworkRuntimeFactory( + context=context if context else UiPathRuntimeContext(), + ) + + UiPathRuntimeFactoryRegistry.register( + "agent-framework", create_factory, "agent_framework.json" + ) + + +__all__ = [ + "register_runtime_factory", + "get_entrypoints_schema", + "get_agent_graph", + "UiPathAgentFrameworkRuntimeFactory", + "UiPathAgentFrameworkRuntime", +] diff --git a/packages/uipath-agent-framework/src/uipath_agent_framework/runtime/config.py b/packages/uipath-agent-framework/src/uipath_agent_framework/runtime/config.py new file mode 100644 index 00000000..c1aa082e --- /dev/null +++ b/packages/uipath-agent-framework/src/uipath_agent_framework/runtime/config.py @@ -0,0 +1,55 @@ +import json +import os + + +class AgentFrameworkConfig: + """Simple loader for Agent Framework configuration.""" + + def __init__(self, config_path: str = "agent_framework.json"): + self.config_path = config_path + self._agents: dict[str, str] | None = None + + @property + def exists(self) -> bool: + """Check if the configuration file exists.""" + return os.path.exists(self.config_path) + + @property + def agents(self) -> dict[str, str]: + """Get agents names -> path mapping from config. + + Returns: A dictionary mapping agent names to their paths. + """ + + if self._agents is None: + self._agents = self._load_agents() + return self._agents + + @property + def entrypoint(self) -> list[str]: + """Get the entrypoint for the agents runtime. + + Returns: A list representing the entrypoint command. + """ + return list(self.agents.keys()) + + def _load_agents(self) -> dict[str, str]: + """Load agents from the configuration file.""" + if not self.exists: + raise FileNotFoundError( + f"Agent Framework configuration file not found at {self.config_path}" + ) + + try: + with open(self.config_path, "r") as f: + config = json.load(f) + if "agents" not in config: + raise ValueError( + "Missing 'agents' key in agent_framework.json configuration file." + ) + agents = config["agents"] + if not isinstance(agents, dict): + raise ValueError("'agents' must be a dictionary.") + return agents + except json.JSONDecodeError as e: + raise ValueError(f"Invalid JSON in '{self.config_path}': {e}") from e diff --git a/packages/uipath-agent-framework/src/uipath_agent_framework/runtime/errors.py b/packages/uipath-agent-framework/src/uipath_agent_framework/runtime/errors.py new file mode 100644 index 00000000..fbcaee07 --- /dev/null +++ b/packages/uipath-agent-framework/src/uipath_agent_framework/runtime/errors.py @@ -0,0 +1,48 @@ +"""Error handling for Agent Framework runtime.""" + +from enum import Enum + +from uipath.runtime.errors import ( + UiPathBaseRuntimeError, + UiPathErrorCategory, + UiPathErrorCode, +) + + +class UiPathAgentFrameworkErrorCode(Enum): + """Error codes specific to Agent Framework runtime.""" + + AGENT_EXECUTION_FAILURE = "AGENT_EXECUTION_FAILURE" + TIMEOUT_ERROR = "TIMEOUT_ERROR" + SERIALIZE_OUTPUT_ERROR = "SERIALIZE_OUTPUT_ERROR" + + CONFIG_MISSING = "CONFIG_MISSING" + CONFIG_INVALID = "CONFIG_INVALID" + + AGENT_NOT_FOUND = "AGENT_NOT_FOUND" + AGENT_TYPE_ERROR = "AGENT_TYPE_ERROR" + AGENT_VALUE_ERROR = "AGENT_VALUE_ERROR" + AGENT_LOAD_ERROR = "AGENT_LOAD_ERROR" + AGENT_IMPORT_ERROR = "AGENT_IMPORT_ERROR" + + +class UiPathAgentFrameworkRuntimeError(UiPathBaseRuntimeError): + """Custom exception for Agent Framework runtime errors with structured error information.""" + + def __init__( + self, + code: UiPathAgentFrameworkErrorCode | UiPathErrorCode, + title: str, + detail: str, + category: UiPathErrorCategory = UiPathErrorCategory.UNKNOWN, + status: int | None = None, + ): + super().__init__( + code.value, title, detail, category, status, prefix="Agent-Framework" + ) + + +__all__ = [ + "UiPathAgentFrameworkErrorCode", + "UiPathAgentFrameworkRuntimeError", +] diff --git a/packages/uipath-agent-framework/src/uipath_agent_framework/runtime/factory.py b/packages/uipath-agent-framework/src/uipath_agent_framework/runtime/factory.py new file mode 100644 index 00000000..692e6f77 --- /dev/null +++ b/packages/uipath-agent-framework/src/uipath_agent_framework/runtime/factory.py @@ -0,0 +1,222 @@ +"""Factory for creating Agent Framework runtimes from agent_framework.json configuration.""" + +import asyncio +from typing import Any + +from agent_framework import BaseAgent +from agent_framework.observability import enable_instrumentation +from openinference.instrumentation.agent_framework import ( + AgentFrameworkToOpenInferenceProcessor, +) +from opentelemetry import trace +from opentelemetry.sdk.trace import TracerProvider +from uipath.runtime import ( + UiPathRuntimeContext, + UiPathRuntimeFactorySettings, + UiPathRuntimeProtocol, + UiPathRuntimeStorageProtocol, +) +from uipath.runtime.errors import UiPathErrorCategory + +from uipath_agent_framework.runtime.config import AgentFrameworkConfig +from uipath_agent_framework.runtime.errors import ( + UiPathAgentFrameworkErrorCode, + UiPathAgentFrameworkRuntimeError, +) +from uipath_agent_framework.runtime.loader import AgentFrameworkAgentLoader +from uipath_agent_framework.runtime.runtime import UiPathAgentFrameworkRuntime + + +class UiPathAgentFrameworkRuntimeFactory: + """Factory for creating Agent Framework runtimes from agent_framework.json configuration.""" + + def __init__( + self, + context: UiPathRuntimeContext, + ): + """ + Initialize the factory. + + Args: + context: UiPathRuntimeContext to use for runtime creation + """ + self.context = context + self._config: AgentFrameworkConfig | None = None + + self._agent_cache: dict[str, BaseAgent] = {} + self._agent_loaders: dict[str, AgentFrameworkAgentLoader] = {} + self._agent_lock = asyncio.Lock() + + self._setup_instrumentation() + + def _setup_instrumentation(self) -> None: + """Setup tracing and instrumentation.""" + enable_instrumentation() + + # Add OpenInference span processor for Arize Phoenix compatibility + tracer_provider = trace.get_tracer_provider() + if isinstance(tracer_provider, TracerProvider): + tracer_provider.add_span_processor( + AgentFrameworkToOpenInferenceProcessor() + ) + + def _load_config(self) -> AgentFrameworkConfig: + """Load agent_framework.json configuration.""" + if self._config is None: + self._config = AgentFrameworkConfig() + return self._config + + async def _load_agent(self, entrypoint: str) -> BaseAgent: + """ + Load an agent for the given entrypoint. + + Args: + entrypoint: Name of the agent to load + + Returns: + The loaded BaseAgent + + Raises: + UiPathAgentFrameworkRuntimeError: If agent cannot be loaded + """ + config = self._load_config() + if not config.exists: + raise UiPathAgentFrameworkRuntimeError( + UiPathAgentFrameworkErrorCode.CONFIG_MISSING, + "Invalid configuration", + "Failed to load agent_framework.json configuration", + UiPathErrorCategory.DEPLOYMENT, + ) + + if entrypoint not in config.agents: + available = ", ".join(config.entrypoint) + raise UiPathAgentFrameworkRuntimeError( + UiPathAgentFrameworkErrorCode.AGENT_NOT_FOUND, + "Agent not found", + f"Agent '{entrypoint}' not found. Available: {available}", + UiPathErrorCategory.DEPLOYMENT, + ) + + path = config.agents[entrypoint] + agent_loader = AgentFrameworkAgentLoader.from_path_string(entrypoint, path) + + self._agent_loaders[entrypoint] = agent_loader + + try: + return await agent_loader.load() + except UiPathAgentFrameworkRuntimeError: + raise + except ImportError as e: + raise UiPathAgentFrameworkRuntimeError( + UiPathAgentFrameworkErrorCode.AGENT_IMPORT_ERROR, + "Agent import failed", + f"Failed to import agent '{entrypoint}': {str(e)}", + UiPathErrorCategory.USER, + ) from e + except TypeError as e: + raise UiPathAgentFrameworkRuntimeError( + UiPathAgentFrameworkErrorCode.AGENT_TYPE_ERROR, + "Invalid agent type", + f"Agent '{entrypoint}' is not a valid Agent Framework agent: {str(e)}", + UiPathErrorCategory.USER, + ) from e + except ValueError as e: + raise UiPathAgentFrameworkRuntimeError( + UiPathAgentFrameworkErrorCode.AGENT_VALUE_ERROR, + "Invalid agent value", + f"Invalid value in agent '{entrypoint}': {str(e)}", + UiPathErrorCategory.USER, + ) from e + except Exception as e: + raise UiPathAgentFrameworkRuntimeError( + UiPathAgentFrameworkErrorCode.AGENT_LOAD_ERROR, + "Failed to load agent", + f"Unexpected error loading agent '{entrypoint}': {str(e)}", + UiPathErrorCategory.USER, + ) from e + + async def _resolve_agent(self, entrypoint: str) -> BaseAgent: + """ + Resolve an agent from configuration. + Results are cached for reuse across multiple runtime instances. + + Args: + entrypoint: Name of the agent to resolve + + Returns: + The loaded BaseAgent ready for execution + + Raises: + UiPathAgentFrameworkRuntimeError: If resolution fails + """ + async with self._agent_lock: + if entrypoint in self._agent_cache: + return self._agent_cache[entrypoint] + + loaded_agent = await self._load_agent(entrypoint) + self._agent_cache[entrypoint] = loaded_agent + + return loaded_agent + + def discover_entrypoints(self) -> list[str]: + """ + Discover all agent entrypoints. + + Returns: + List of agent names that can be used as entrypoints + """ + config = self._load_config() + if not config.exists: + return [] + return config.entrypoint + + async def get_storage(self) -> UiPathRuntimeStorageProtocol | None: + """Get the shared storage instance.""" + return None + + async def get_settings(self) -> UiPathRuntimeFactorySettings | None: + """Get the factory settings.""" + return None + + async def _create_runtime_instance( + self, + agent: BaseAgent, + runtime_id: str, + entrypoint: str, + ) -> UiPathRuntimeProtocol: + """Create a runtime instance from an agent.""" + return UiPathAgentFrameworkRuntime( + agent=agent, + runtime_id=runtime_id, + entrypoint=entrypoint, + ) + + async def new_runtime( + self, entrypoint: str, runtime_id: str, **kwargs: Any + ) -> UiPathRuntimeProtocol: + """ + Create a new Agent Framework runtime instance. + + Args: + entrypoint: Agent name from agent_framework.json + runtime_id: Unique identifier for the runtime instance + **kwargs: Additional keyword arguments (unused) + + Returns: + Configured runtime instance with agent + """ + agent = await self._resolve_agent(entrypoint) + + return await self._create_runtime_instance( + agent=agent, + runtime_id=runtime_id, + entrypoint=entrypoint, + ) + + async def dispose(self) -> None: + """Cleanup factory resources.""" + for loader in self._agent_loaders.values(): + await loader.cleanup() + + self._agent_loaders.clear() + self._agent_cache.clear() diff --git a/packages/uipath-agent-framework/src/uipath_agent_framework/runtime/loader.py b/packages/uipath-agent-framework/src/uipath_agent_framework/runtime/loader.py new file mode 100644 index 00000000..e9908629 --- /dev/null +++ b/packages/uipath-agent-framework/src/uipath_agent_framework/runtime/loader.py @@ -0,0 +1,181 @@ +import importlib.util +import inspect +import os +import sys +from pathlib import Path +from typing import Any, Self + +from agent_framework import BaseAgent +from uipath.runtime.errors import UiPathErrorCategory + +from .errors import ( + UiPathAgentFrameworkErrorCode, + UiPathAgentFrameworkRuntimeError, +) + + +class AgentFrameworkAgentLoader: + """Load agent from a Python file path (e.g.: 'main.py:agent')""" + + def __init__(self, name: str, file_path: str, variable_name: str): + """Initialize the Agent Framework agent loader. + Args: + name: The name of the agent. + file_path: The path to the Python file containing the agent. + variable_name: The name of the variable that contains the agent instance. + """ + self.name = name + self.file_path = file_path + self.variable_name = variable_name + self._context_manager: Any = None + + @classmethod + def from_path_string(cls, name: str, file_path: str) -> Self: + """ + Create an AgentFrameworkAgentLoader from a path string. + + Args: + name: Human-readable name of the agent. + file_path: The path string in the format 'file_path:variable_name'. + + Returns: + An instance of AgentFrameworkAgentLoader. + """ + if ":" not in file_path: + raise UiPathAgentFrameworkRuntimeError( + code=UiPathAgentFrameworkErrorCode.CONFIG_INVALID, + title="Invalid agent path format", + detail=f"Invalid path format '{file_path}'. Expected format 'file_path:variable_name'.", + category=UiPathErrorCategory.USER, + ) + file, variable = file_path.split(":", 1) + return cls(name=name, file_path=file, variable_name=variable) + + async def load(self) -> BaseAgent: + """ + Load and return the agent. + + Returns: + An instance of the loaded BaseAgent. + + Raises: + UiPathAgentFrameworkRuntimeError: If loading fails + """ + # Validate and normalize paths + cwd = os.path.abspath(os.getcwd()) + abs_file_path = os.path.abspath(os.path.normpath(self.file_path)) + + if not abs_file_path.startswith(cwd): + raise UiPathAgentFrameworkRuntimeError( + code=UiPathAgentFrameworkErrorCode.AGENT_VALUE_ERROR, + title="Invalid agent file path", + detail=f"Agent file path '{self.file_path}' must be within the current working directory.", + category=UiPathErrorCategory.USER, + ) + + if not os.path.exists(abs_file_path): + raise UiPathAgentFrameworkRuntimeError( + code=UiPathAgentFrameworkErrorCode.AGENT_NOT_FOUND, + title="Agent file not found", + detail=f"Agent file '{self.file_path}' does not exist.", + category=UiPathErrorCategory.USER, + ) + # Ensure the current directory and src/ is in sys.path + self._setup_python_path(cwd) + + # Import the module and retrieve the agent instance + module = self._import_module(abs_file_path) + + # Get the agent instance from the module + agent_object = getattr(module, self.variable_name, None) + if agent_object is None: + raise UiPathAgentFrameworkRuntimeError( + code=UiPathAgentFrameworkErrorCode.AGENT_NOT_FOUND, + title="Agent variable not found", + detail=f"'{self.variable_name}' not found in module '{self.file_path}'.", + category=UiPathErrorCategory.USER, + ) + + agent = await self._resolve_agent(agent_object) + if not isinstance(agent, BaseAgent): + raise UiPathAgentFrameworkRuntimeError( + code=UiPathAgentFrameworkErrorCode.AGENT_TYPE_ERROR, + title="Invalid agent type", + detail=f"Expected BaseAgent, got '{type(agent).__name__}'.", + category=UiPathErrorCategory.USER, + ) + + return agent + + def _setup_python_path(self, cwd: str) -> None: + """Add current directory and src/ to Python path if needed.""" + if cwd not in sys.path: + sys.path.insert(0, cwd) + + # Support src-layout projects (mimics editable install) + src_dir = os.path.join(cwd, "src") + if os.path.isdir(src_dir) and src_dir not in sys.path: + sys.path.insert(0, src_dir) + + def _import_module(self, abs_file_path: str) -> Any: + """Import a Python module from a file path.""" + module_name = Path(abs_file_path).stem + spec = importlib.util.spec_from_file_location(module_name, abs_file_path) + + if not spec or not spec.loader: + raise UiPathAgentFrameworkRuntimeError( + code=UiPathAgentFrameworkErrorCode.AGENT_IMPORT_ERROR, + title="Failed to load agent module", + detail=f"Could not load module from: {abs_file_path}", + category=UiPathErrorCategory.USER, + ) + + try: + module = importlib.util.module_from_spec(spec) + sys.modules[module_name] = module + spec.loader.exec_module(module) + return module + except Exception as e: + raise UiPathAgentFrameworkRuntimeError( + code=UiPathAgentFrameworkErrorCode.AGENT_LOAD_ERROR, + title="Failed to execute agent module", + detail=f"Error loading module from {abs_file_path}: {str(e)}", + category=UiPathErrorCategory.USER, + ) from e + + async def _resolve_agent(self, agent_object: Any) -> BaseAgent: + """ + Resolve an agent object that might be: + - A direct BaseAgent + - A function that returns a BaseAgent + - An async function that returns a BaseAgent + - An async context manager that yields a BaseAgent + """ + agent_instance = None + # Handle callable (sync or async) + if callable(agent_object): + if inspect.iscoroutinefunction(agent_object): + agent_instance = await agent_object() + else: + agent_instance = agent_object() + else: + agent_instance = agent_object + + # Handle async context manager + if hasattr(agent_instance, "__aenter__") and callable( + agent_instance.__aenter__ + ): + self._context_manager = agent_instance + return await agent_instance.__aenter__() + + return agent_instance + + async def cleanup(self) -> None: + """Clean up resources (e.g., exit async context managers).""" + if self._context_manager: + try: + await self._context_manager.__aexit__(None, None, None) + except Exception as e: + print(f"Error during agent cleanup: {e}") + finally: + self._context_manager = None diff --git a/packages/uipath-agent-framework/src/uipath_agent_framework/runtime/messages.py b/packages/uipath-agent-framework/src/uipath_agent_framework/runtime/messages.py new file mode 100644 index 00000000..1a287fb5 --- /dev/null +++ b/packages/uipath-agent-framework/src/uipath_agent_framework/runtime/messages.py @@ -0,0 +1,295 @@ +"""Chat message mapper for Agent Framework <-> UiPath Conversation format. + +Handles: +- Inbound: UiPath conversation messages -> Agent Framework message input +- Outbound: Agent Framework streaming updates -> UiPath conversation message events +""" + +import logging +from datetime import datetime, timezone +from typing import Any +from uuid import uuid4 + +from agent_framework import Content +from pydantic import ValidationError +from uipath.core.chat import ( + UiPathConversationContentPartChunkEvent, + UiPathConversationContentPartEndEvent, + UiPathConversationContentPartEvent, + UiPathConversationContentPartStartEvent, + UiPathConversationMessage, + UiPathConversationMessageEndEvent, + UiPathConversationMessageEvent, + UiPathConversationMessageStartEvent, + UiPathConversationToolCallEndEvent, + UiPathConversationToolCallEvent, + UiPathConversationToolCallStartEvent, + UiPathInlineValue, +) + +logger = logging.getLogger(__name__) + + +class AgentFrameworkChatMessagesMapper: + """Maps between UiPath Conversation format and Agent Framework format. + + Maintains state across events to properly track message lifecycle + and correlate tool calls with their responses. + """ + + def __init__(self) -> None: + self._current_message_id: str | None = None + self._message_started: bool = False + self._pending_tool_calls: dict[str, str] = {} + + # -- Inbound: UiPath messages -> string or list for agent.run() -- + + def map_messages_to_input(self, messages: Any) -> str: + """Convert UiPath input messages to a string for agent.run(). + + Agent Framework agents accept str or list[ChatMessage] for run(). + For simplicity, we extract text and pass as string. + """ + if isinstance(messages, str): + return messages + + if isinstance(messages, list) and messages: + first = messages[0] + + # UiPath conversation message objects + if isinstance(first, UiPathConversationMessage): + return self._extract_text_from_uipath_messages(messages) + + # Dicts -> try parsing as UiPath conversation messages + if isinstance(first, dict): + try: + parsed = [ + UiPathConversationMessage.model_validate(m) + for m in messages + ] + return self._extract_text_from_uipath_messages(parsed) + except ValidationError: + pass + + # Fallback: extract text from dicts + return self._extract_text_from_raw(messages) + + # Simple strings + if isinstance(first, str): + return "\n".join(messages) + + return str(messages) if messages else "" + + def _extract_text_from_uipath_messages( + self, messages: list[UiPathConversationMessage] + ) -> str: + """Extract text from the last user message in UiPath conversation format.""" + for msg in reversed(messages): + if msg.role == "user": + text = self._extract_text_from_content_parts(msg) + if text: + return text + # Fallback: extract from last message regardless of role + if messages: + text = self._extract_text_from_content_parts(messages[-1]) + if text: + return text + return "" + + @staticmethod + def _extract_text_from_content_parts(msg: UiPathConversationMessage) -> str: + """Extract text from UiPath message content parts.""" + texts: list[str] = [] + if msg.content_parts: + for cp in msg.content_parts: + if cp.mime_type.startswith("text/") and isinstance( + cp.data, UiPathInlineValue + ): + text = str(cp.data.inline) + if text: + texts.append(text) + return "".join(texts) + + @staticmethod + def _extract_text_from_raw(messages: list[Any]) -> str: + """Extract text from raw message list (fallback).""" + parts: list[str] = [] + for msg in messages: + if isinstance(msg, str): + parts.append(msg) + elif isinstance(msg, dict): + parts.append(msg.get("content", str(msg))) + else: + parts.append(str(msg)) + return "\n".join(parts) + + # -- Outbound: Agent Framework updates -> UiPath conversation events -- + + def map_streaming_content( + self, content: Content + ) -> list[UiPathConversationMessageEvent]: + """Convert an Agent Framework Content to UiPath conversation message events. + + Maps: + - Text content -> ContentPartChunk (streaming text) + - FunctionCallContent -> ToolCallStart + - FunctionResultContent -> ToolCallEnd + """ + events: list[UiPathConversationMessageEvent] = [] + + if content.type == "function_call": + events.extend(self._ensure_message_started()) + tool_call_id = ( + content.call_id + or f"{content.name or 'unknown'}_{uuid4().hex[:8]}" + ) + if self._current_message_id: + self._pending_tool_calls[tool_call_id] = self._current_message_id + events.append( + self._make_tool_call_start_event( + self._current_message_id or "", + tool_call_id, + content.name or "unknown", + content.arguments, + ) + ) + return events + + if content.type == "function_result": + if content.call_id and content.call_id in self._pending_tool_calls: + message_id = self._pending_tool_calls.pop(content.call_id) + result = content.result or {} + events.append( + self._make_tool_call_end_event( + message_id, content.call_id, result + ) + ) + return events + + # Text content + text = self._extract_text_from_content(content) + if text: + events.extend(self._ensure_message_started()) + if self._current_message_id: + events.append( + self._make_content_chunk_event(self._current_message_id, text) + ) + + return events + + def close_message(self) -> list[UiPathConversationMessageEvent]: + """Close the current message if open. Safety net for end of stream.""" + if self._message_started and self._current_message_id: + events = [self._make_message_end_event(self._current_message_id)] + self._message_started = False + self._current_message_id = None + return events + return [] + + @staticmethod + def _extract_text_from_content(content: Content) -> str: + """Extract text from an Agent Framework Content object.""" + if content.text: + return str(content.text) + return "" + + # -- Helpers -- + + def _ensure_message_started(self) -> list[UiPathConversationMessageEvent]: + """Start a new message if not already started.""" + if self._message_started: + return [] + self._current_message_id = str(uuid4()) + self._message_started = True + return [self._make_message_start_event(self._current_message_id)] + + @staticmethod + def _get_timestamp() -> str: + """Format current time as ISO 8601 UTC with milliseconds.""" + return ( + datetime.now(timezone.utc) + .isoformat(timespec="milliseconds") + .replace("+00:00", "Z") + ) + + @staticmethod + def _get_content_part_id(message_id: str) -> str: + return f"chunk-{message_id}-0" + + @classmethod + def _make_message_start_event( + cls, message_id: str + ) -> UiPathConversationMessageEvent: + return UiPathConversationMessageEvent( + message_id=message_id, + start=UiPathConversationMessageStartEvent( + role="assistant", timestamp=cls._get_timestamp() + ), + content_part=UiPathConversationContentPartEvent( + content_part_id=cls._get_content_part_id(message_id), + start=UiPathConversationContentPartStartEvent(mime_type="text/plain"), + ), + ) + + @classmethod + def _make_content_chunk_event( + cls, message_id: str, text: str + ) -> UiPathConversationMessageEvent: + return UiPathConversationMessageEvent( + message_id=message_id, + content_part=UiPathConversationContentPartEvent( + content_part_id=cls._get_content_part_id(message_id), + chunk=UiPathConversationContentPartChunkEvent(data=text), + ), + ) + + @classmethod + def _make_tool_call_start_event( + cls, + message_id: str, + tool_call_id: str, + tool_name: str, + args: dict[str, Any] | None, + ) -> UiPathConversationMessageEvent: + return UiPathConversationMessageEvent( + message_id=message_id, + tool_call=UiPathConversationToolCallEvent( + tool_call_id=tool_call_id, + start=UiPathConversationToolCallStartEvent( + tool_name=tool_name, + timestamp=cls._get_timestamp(), + input=args, + ), + ), + ) + + @classmethod + def _make_tool_call_end_event( + cls, message_id: str, tool_call_id: str, output: Any + ) -> UiPathConversationMessageEvent: + return UiPathConversationMessageEvent( + message_id=message_id, + tool_call=UiPathConversationToolCallEvent( + tool_call_id=tool_call_id, + end=UiPathConversationToolCallEndEvent( + timestamp=cls._get_timestamp(), + output=output, + ), + ), + ) + + @classmethod + def _make_message_end_event( + cls, message_id: str + ) -> UiPathConversationMessageEvent: + return UiPathConversationMessageEvent( + message_id=message_id, + end=UiPathConversationMessageEndEvent(), + content_part=UiPathConversationContentPartEvent( + content_part_id=cls._get_content_part_id(message_id), + end=UiPathConversationContentPartEndEvent(), + ), + ) + + +__all__ = ["AgentFrameworkChatMessagesMapper"] diff --git a/packages/uipath-agent-framework/src/uipath_agent_framework/runtime/runtime.py b/packages/uipath-agent-framework/src/uipath_agent_framework/runtime/runtime.py new file mode 100644 index 00000000..b44c6628 --- /dev/null +++ b/packages/uipath-agent-framework/src/uipath_agent_framework/runtime/runtime.py @@ -0,0 +1,256 @@ +"""Runtime class for executing Agent Framework agents within the UiPath framework.""" + +import json +import logging +from typing import Any, AsyncGenerator +from uuid import uuid4 + +from agent_framework import AgentResponse, AgentResponseUpdate, BaseAgent, Content +from uipath.core.serialization import serialize_defaults +from uipath.runtime import ( + UiPathExecuteOptions, + UiPathRuntimeResult, + UiPathRuntimeStatus, + UiPathStreamOptions, +) +from uipath.runtime.errors import UiPathErrorCategory, UiPathErrorCode +from uipath.runtime.events import ( + UiPathRuntimeEvent, + UiPathRuntimeMessageEvent, + UiPathRuntimeStateEvent, + UiPathRuntimeStatePhase, +) +from uipath.runtime.schema import UiPathRuntimeSchema + +from .errors import UiPathAgentFrameworkErrorCode, UiPathAgentFrameworkRuntimeError +from .messages import AgentFrameworkChatMessagesMapper +from .schema import get_agent_graph, get_entrypoints_schema + +logger = logging.getLogger(__name__) + + +class UiPathAgentFrameworkRuntime: + """A runtime class for executing Agent Framework agents within the UiPath framework.""" + + def __init__( + self, + agent: BaseAgent, + runtime_id: str | None = None, + entrypoint: str | None = None, + ): + self.agent: BaseAgent = agent + self.runtime_id: str = runtime_id or "default" + self.entrypoint: str | None = entrypoint + self.chat = AgentFrameworkChatMessagesMapper() + + async def execute( + self, + input: dict[str, Any] | None = None, + options: UiPathExecuteOptions | None = None, + ) -> UiPathRuntimeResult: + """Execute the agent with the provided input and return the result.""" + try: + user_input = self._prepare_input(input) + response = await self.agent.run(user_input) + output = self._extract_output(response) + return self._create_success_result(output) + except Exception as e: + raise self._create_runtime_error(e) from e + + async def stream( + self, + input: dict[str, Any] | None = None, + options: UiPathStreamOptions | None = None, + ) -> AsyncGenerator[UiPathRuntimeEvent, None]: + """Stream agent execution events in real-time.""" + try: + user_input = self._prepare_input(input) + agent_name = self.agent.name or "agent" + + # Emit root agent started + yield UiPathRuntimeStateEvent( + payload={}, + node_name=agent_name, + phase=UiPathRuntimeStatePhase.STARTED, + ) + + active_tools: str | None = None + final_text = "" + + response_stream = self.agent.run(user_input, stream=True) + async for update in response_stream: + if not isinstance(update, AgentResponseUpdate): + continue + + # Process contents from the streaming update + contents = update.contents or [] + for content in contents: + if not isinstance(content, Content): + continue + + # Track tool node state transitions + if content.type == "function_call": + tools_node = f"{agent_name}_tools" + if active_tools != tools_node: + if active_tools: + yield UiPathRuntimeStateEvent( + payload={}, + node_name=active_tools, + phase=UiPathRuntimeStatePhase.COMPLETED, + ) + active_tools = tools_node + yield UiPathRuntimeStateEvent( + payload={}, + node_name=tools_node, + phase=UiPathRuntimeStatePhase.STARTED, + ) + + # Emit state event for the tool call + payload = { + "function_name": content.name or "unknown", + } + if content.arguments: + payload["function_args"] = serialize_defaults( + content.arguments + ) + yield UiPathRuntimeStateEvent( + payload=payload, + node_name=tools_node, + metadata={"event_type": "function_call"}, + ) + + elif content.type == "function_result": + if active_tools: + yield UiPathRuntimeStateEvent( + payload={}, + node_name=active_tools, + phase=UiPathRuntimeStatePhase.COMPLETED, + ) + active_tools = None + # Re-start agent node after tool completion + yield UiPathRuntimeStateEvent( + payload={}, + node_name=agent_name, + phase=UiPathRuntimeStatePhase.STARTED, + ) + + # Yield conversation message events + for msg_event in self.chat.map_streaming_content(content): + yield UiPathRuntimeMessageEvent(payload=msg_event) + + # Accumulate text from the update + if update.text: + final_text += update.text + + # Close any remaining active tools node + if active_tools: + yield UiPathRuntimeStateEvent( + payload={}, + node_name=active_tools, + phase=UiPathRuntimeStatePhase.COMPLETED, + ) + + # Complete agent node + yield UiPathRuntimeStateEvent( + payload={}, + node_name=agent_name, + phase=UiPathRuntimeStatePhase.COMPLETED, + ) + + # Close any open conversation message + for msg_event in self.chat.close_message(): + yield UiPathRuntimeMessageEvent(payload=msg_event) + + # Get final response + final_response = await response_stream.get_final_response() + output = self._extract_output(final_response) + yield self._create_success_result(output) + + except Exception as e: + raise self._create_runtime_error(e) from e + + def _prepare_input(self, input: dict[str, Any] | None) -> str: + """Prepare input string from UiPath input dictionary.""" + if not input: + return "" + + if "messages" in input: + return self.chat.map_messages_to_input(input["messages"]) + + # Fallback: serialize entire input as JSON + return json.dumps(input) + + def _extract_output(self, response: AgentResponse) -> Any: + """Extract output from agent response.""" + if response.text: + return response.text + return str(response) if response else "" + + def _create_success_result(self, output: Any) -> UiPathRuntimeResult: + """Create result for successful completion.""" + serialized_output = serialize_defaults(output) + + if not isinstance(serialized_output, dict): + serialized_output = { + "messages": [ + { + "role": "assistant", + "contentParts": [{"data": {"inline": serialized_output}}], + } + ] + } + + return UiPathRuntimeResult( + output=serialized_output, + status=UiPathRuntimeStatus.SUCCESSFUL, + ) + + def _create_runtime_error( + self, e: Exception + ) -> UiPathAgentFrameworkRuntimeError: + """Handle execution errors and create appropriate runtime error.""" + if isinstance(e, UiPathAgentFrameworkRuntimeError): + return e + + detail = f"Error: {str(e)}" + + if isinstance(e, json.JSONDecodeError): + return UiPathAgentFrameworkRuntimeError( + UiPathErrorCode.INPUT_INVALID_JSON, + "Invalid JSON input", + detail, + UiPathErrorCategory.USER, + ) + + if isinstance(e, TimeoutError): + return UiPathAgentFrameworkRuntimeError( + UiPathAgentFrameworkErrorCode.TIMEOUT_ERROR, + "Agent execution timed out", + detail, + UiPathErrorCategory.USER, + ) + + return UiPathAgentFrameworkRuntimeError( + UiPathAgentFrameworkErrorCode.AGENT_EXECUTION_FAILURE, + "Agent execution failed", + detail, + UiPathErrorCategory.USER, + ) + + async def get_schema(self) -> UiPathRuntimeSchema: + """Get schema for this Agent Framework runtime.""" + entrypoints_schema = get_entrypoints_schema(self.agent) + + return UiPathRuntimeSchema( + filePath=self.entrypoint or "default", + uniqueId=str(uuid4()), + type="agent", + input=entrypoints_schema.get("input", {}), + output=entrypoints_schema.get("output", {}), + graph=get_agent_graph(self.agent), + metadata=None, + ) + + async def dispose(self) -> None: + """Cleanup runtime resources.""" + pass diff --git a/packages/uipath-agent-framework/src/uipath_agent_framework/runtime/schema.py b/packages/uipath-agent-framework/src/uipath_agent_framework/runtime/schema.py new file mode 100644 index 00000000..0dbdda94 --- /dev/null +++ b/packages/uipath-agent-framework/src/uipath_agent_framework/runtime/schema.py @@ -0,0 +1,192 @@ +"""Schema extraction utilities for Agent Framework agents.""" + +from collections.abc import Callable +from typing import Any + +from agent_framework import BaseAgent, FunctionTool +from uipath.runtime.schema import ( + UiPathRuntimeEdge, + UiPathRuntimeGraph, + UiPathRuntimeNode, +) + + +def get_entrypoints_schema(agent: BaseAgent) -> dict[str, Any]: + """Extract input/output schema from an Agent Framework agent. + + Agent Framework agents are conversational — they always take messages + as input and return conversation messages as output. Uses the standard + UiPath conversation message format (matching Google ADK pattern). + """ + return { + "input": _default_messages_schema(), + "output": _default_messages_schema(), + } + + +def _conversation_message_item_schema() -> dict[str, Any]: + """Minimal message schema: role and contentParts required, contentParts items only need data.inline.""" + return { + "type": "object", + "properties": { + "role": {"type": "string"}, + "contentParts": { + "type": "array", + "items": { + "type": "object", + "properties": { + "mimeType": {"type": "string"}, + "data": { + "type": "object", + "properties": { + "inline": {}, + }, + "required": ["inline"], + }, + "citations": { + "type": "array", + "items": {"type": "object"}, + }, + }, + "required": ["data"], + }, + }, + "toolCalls": {"type": "array", "items": {"type": "object"}}, + "interrupts": {"type": "array", "items": {"type": "object"}}, + }, + "required": ["role", "contentParts"], + } + + +def _default_messages_schema() -> dict[str, Any]: + """Default messages schema using UiPath conversation message format.""" + return { + "type": "object", + "properties": { + "messages": { + "type": "array", + "items": _conversation_message_item_schema(), + "title": "Messages", + "description": "UiPath conversation messages", + } + }, + "required": ["messages"], + } + + +def get_agent_graph(agent: BaseAgent) -> UiPathRuntimeGraph: + """Extract graph structure from an Agent Framework agent. + + Agent Framework agents are simple: one agent node with optional tools. + No sub-agents or handoffs at the agent level. + + Args: + agent: An Agent Framework BaseAgent instance + + Returns: + UiPathRuntimeGraph with nodes and edges representing the agent structure + """ + nodes: list[UiPathRuntimeNode] = [] + edges: list[UiPathRuntimeEdge] = [] + + agent_name = agent.name or "agent" + + # Add __start__ node + nodes.append( + UiPathRuntimeNode( + id="__start__", + name="__start__", + type="__start__", + subgraph=None, + metadata=None, + ) + ) + + # Add agent node + nodes.append( + UiPathRuntimeNode( + id=agent_name, + name=agent_name, + type="node", + subgraph=None, + metadata=None, + ) + ) + + # Extract tools from the agent + tool_names = _get_agent_tool_names(agent) + if tool_names: + tools_node_id = f"{agent_name}_tools" + nodes.append( + UiPathRuntimeNode( + id=tools_node_id, + name="tools", + type="tool", + subgraph=None, + metadata={ + "tool_names": tool_names, + "tool_count": len(tool_names), + }, + ) + ) + edges.append( + UiPathRuntimeEdge(source=agent_name, target=tools_node_id, label=None) + ) + edges.append( + UiPathRuntimeEdge(source=tools_node_id, target=agent_name, label=None) + ) + + # Add __end__ node + nodes.append( + UiPathRuntimeNode( + id="__end__", + name="__end__", + type="__end__", + subgraph=None, + metadata=None, + ) + ) + + # Connect start → agent → end + edges.append( + UiPathRuntimeEdge(source="__start__", target=agent_name, label="input") + ) + edges.append( + UiPathRuntimeEdge(source=agent_name, target="__end__", label="output") + ) + + return UiPathRuntimeGraph(nodes=nodes, edges=edges) + + +def _get_agent_tool_names(agent: BaseAgent) -> list[str]: + """Extract tool names from an Agent Framework agent. + + Agent Framework tools are function callables passed as tools=[fn1, fn2]. + """ + tools = agent.tools or [] + tool_names: list[str] = [] + + for tool in tools: + name = _get_tool_name(tool) + if name: + tool_names.append(name) + + return tool_names + + +def _get_tool_name(tool: FunctionTool | Callable[..., Any]) -> str | None: + """Extract the name of a tool. + + Tools in Agent Framework are either FunctionTool instances or plain callables. + """ + if isinstance(tool, FunctionTool): + return tool.name + if callable(tool) and hasattr(tool, "__name__"): + return tool.__name__ + return None + + +__all__ = [ + "get_entrypoints_schema", + "get_agent_graph", +] diff --git a/packages/uipath-agent-framework/tests/test_config.py b/packages/uipath-agent-framework/tests/test_config.py new file mode 100644 index 00000000..d58813c2 --- /dev/null +++ b/packages/uipath-agent-framework/tests/test_config.py @@ -0,0 +1,85 @@ +"""Tests for AgentFrameworkConfig.""" + +import json + +import pytest + +from uipath_agent_framework.runtime.config import AgentFrameworkConfig + + +class TestAgentFrameworkConfig: + """Tests for AgentFrameworkConfig class.""" + + def test_exists_returns_false_when_no_file(self): + """Test exists returns False when config file doesn't exist.""" + config = AgentFrameworkConfig(config_path="/nonexistent/agent_framework.json") + assert config.exists is False + + def test_exists_returns_true_when_file_exists(self, tmp_path): + """Test exists returns True when config file exists.""" + config_file = tmp_path / "agent_framework.json" + config_file.write_text('{"agents": {"agent": "main.py:agent"}}') + config = AgentFrameworkConfig(config_path=str(config_file)) + assert config.exists is True + + def test_agents_parses_valid_config(self, tmp_path): + """Test agents property parses valid config correctly.""" + config_data = {"agents": {"agent": "main.py:agent", "other": "other.py:bot"}} + config_file = tmp_path / "agent_framework.json" + config_file.write_text(json.dumps(config_data)) + + config = AgentFrameworkConfig(config_path=str(config_file)) + assert config.agents == {"agent": "main.py:agent", "other": "other.py:bot"} + + def test_entrypoint_returns_agent_keys(self, tmp_path): + """Test entrypoint returns list of agent names.""" + config_data = {"agents": {"agent": "main.py:agent", "other": "other.py:bot"}} + config_file = tmp_path / "agent_framework.json" + config_file.write_text(json.dumps(config_data)) + + config = AgentFrameworkConfig(config_path=str(config_file)) + assert sorted(config.entrypoint) == ["agent", "other"] + + def test_missing_agents_key_raises_value_error(self, tmp_path): + """Test that missing 'agents' key raises ValueError.""" + config_file = tmp_path / "agent_framework.json" + config_file.write_text('{"other": "value"}') + + config = AgentFrameworkConfig(config_path=str(config_file)) + with pytest.raises(ValueError, match="Missing 'agents' key"): + _ = config.agents + + def test_agents_not_dict_raises_value_error(self, tmp_path): + """Test that non-dict 'agents' value raises ValueError.""" + config_file = tmp_path / "agent_framework.json" + config_file.write_text('{"agents": ["agent1", "agent2"]}') + + config = AgentFrameworkConfig(config_path=str(config_file)) + with pytest.raises(ValueError, match="'agents' must be a dictionary"): + _ = config.agents + + def test_invalid_json_raises_value_error(self, tmp_path): + """Test that invalid JSON raises ValueError.""" + config_file = tmp_path / "agent_framework.json" + config_file.write_text("not valid json {{{") + + config = AgentFrameworkConfig(config_path=str(config_file)) + with pytest.raises(ValueError, match="Invalid JSON"): + _ = config.agents + + def test_file_not_found_raises_error(self): + """Test that accessing agents on missing file raises FileNotFoundError.""" + config = AgentFrameworkConfig(config_path="/nonexistent/agent_framework.json") + with pytest.raises(FileNotFoundError): + _ = config.agents + + def test_agents_are_cached(self, tmp_path): + """Test that agents are loaded only once (cached).""" + config_data = {"agents": {"agent": "main.py:agent"}} + config_file = tmp_path / "agent_framework.json" + config_file.write_text(json.dumps(config_data)) + + config = AgentFrameworkConfig(config_path=str(config_file)) + agents1 = config.agents + agents2 = config.agents + assert agents1 is agents2 diff --git a/packages/uipath-agent-framework/tests/test_graph.py b/packages/uipath-agent-framework/tests/test_graph.py new file mode 100644 index 00000000..e408fa21 --- /dev/null +++ b/packages/uipath-agent-framework/tests/test_graph.py @@ -0,0 +1,106 @@ +"""Tests for graph building utilities.""" + +from unittest.mock import MagicMock + +from agent_framework import BaseAgent + +from uipath_agent_framework.runtime.schema import get_agent_graph + + +def _make_agent(name="test_agent", tools=None) -> BaseAgent: + """Create a mock BaseAgent for testing.""" + agent = MagicMock(spec=BaseAgent) + agent.name = name + agent.tools = tools or [] + return agent + + +class TestGraphStructure: + """Tests for graph structure correctness.""" + + def test_start_and_end_nodes_present(self): + """Graph always has __start__ and __end__ nodes.""" + agent = _make_agent(name="my_agent") + graph = get_agent_graph(agent) + + node_types = {n.type for n in graph.nodes} + assert "__start__" in node_types + assert "__end__" in node_types + + def test_agent_node_type_is_node(self): + """Agent nodes have type 'node'.""" + agent = _make_agent(name="my_agent") + graph = get_agent_graph(agent) + + agent_node = next(n for n in graph.nodes if n.id == "my_agent") + assert agent_node.type == "node" + + def test_tools_node_type_is_tool(self): + """Tools nodes have type 'tool'.""" + def search(): pass + search.__name__ = "search" + tool = search + + agent = _make_agent(name="my_agent", tools=[tool]) + graph = get_agent_graph(agent) + + tools_node = next(n for n in graph.nodes if n.id == "my_agent_tools") + assert tools_node.type == "tool" + + def test_start_connects_to_agent(self): + """__start__ connects to the agent with 'input' label.""" + agent = _make_agent(name="my_agent") + graph = get_agent_graph(agent) + + start_edge = next( + e for e in graph.edges if e.source == "__start__" + ) + assert start_edge.target == "my_agent" + assert start_edge.label == "input" + + def test_agent_connects_to_end(self): + """Agent connects to __end__ with 'output' label.""" + agent = _make_agent(name="my_agent") + graph = get_agent_graph(agent) + + end_edge = next( + e for e in graph.edges if e.target == "__end__" + ) + assert end_edge.source == "my_agent" + assert end_edge.label == "output" + + def test_tools_metadata_contains_names(self): + """Tools node metadata includes tool names and count.""" + def search(): pass + search.__name__ = "search" + def calculator(): pass + calculator.__name__ = "calculator" + tool1 = search + tool2 = calculator + + agent = _make_agent(name="agent", tools=[tool1, tool2]) + graph = get_agent_graph(agent) + + tools_node = next(n for n in graph.nodes if n.id == "agent_tools") + assert tools_node.metadata["tool_names"] == ["search", "calculator"] + assert tools_node.metadata["tool_count"] == 2 + + def test_agent_name_fallback(self): + """Agent without name falls back to 'agent'.""" + agent = MagicMock(spec=BaseAgent) + agent.name = None + agent.tools = [] + + graph = get_agent_graph(agent) + node_ids = [n.id for n in graph.nodes] + assert "agent" in node_ids + + def test_no_subgraph_or_metadata_on_simple_nodes(self): + """Simple agent/start/end nodes have no subgraph or metadata.""" + agent = _make_agent(name="test") + graph = get_agent_graph(agent) + + for node in graph.nodes: + assert node.subgraph is None + if node.type != "tool": + assert node.metadata is None diff --git a/packages/uipath-agent-framework/tests/test_schema.py b/packages/uipath-agent-framework/tests/test_schema.py new file mode 100644 index 00000000..530b6363 --- /dev/null +++ b/packages/uipath-agent-framework/tests/test_schema.py @@ -0,0 +1,159 @@ +"""Tests for schema extraction utilities.""" + +from unittest.mock import MagicMock + +from agent_framework import BaseAgent + +from uipath_agent_framework.runtime.schema import ( + get_agent_graph, + get_entrypoints_schema, +) + + +def _make_agent(name="test_agent", tools=None) -> BaseAgent: + """Create a mock BaseAgent for testing.""" + agent = MagicMock(spec=BaseAgent) + agent.name = name + agent.tools = tools or [] + return agent + + +class TestGetEntrypointsSchema: + """Tests for get_entrypoints_schema function.""" + + def test_agent_has_messages_input(self): + """Agents get messages-based input.""" + agent = _make_agent() + schema = get_entrypoints_schema(agent) + + assert "input" in schema + assert "output" in schema + assert "messages" in schema["input"]["properties"] + assert "messages" in schema["input"]["required"] + + def test_agent_has_messages_output(self): + """Agents get messages-based output (UiPath conversation format).""" + agent = _make_agent() + schema = get_entrypoints_schema(agent) + + assert "messages" in schema["output"]["properties"] + assert "messages" in schema["output"]["required"] + + def test_input_messages_is_array(self): + """Messages input is an array of conversation message objects.""" + agent = _make_agent() + schema = get_entrypoints_schema(agent) + + messages_schema = schema["input"]["properties"]["messages"] + assert messages_schema["type"] == "array" + assert "items" in messages_schema + assert messages_schema["items"]["type"] == "object" + + def test_output_messages_is_array(self): + """Messages output is an array of conversation message objects.""" + agent = _make_agent() + schema = get_entrypoints_schema(agent) + + messages_schema = schema["output"]["properties"]["messages"] + assert messages_schema["type"] == "array" + assert "items" in messages_schema + assert messages_schema["items"]["type"] == "object" + + def test_message_item_has_role_and_content_parts(self): + """Message items require role and contentParts.""" + agent = _make_agent() + schema = get_entrypoints_schema(agent) + + item_schema = schema["input"]["properties"]["messages"]["items"] + assert "role" in item_schema["properties"] + assert "contentParts" in item_schema["properties"] + assert "role" in item_schema["required"] + assert "contentParts" in item_schema["required"] + + def test_input_output_schema_match(self): + """Input and output use the same conversation message schema.""" + agent = _make_agent() + schema = get_entrypoints_schema(agent) + + assert schema["input"] == schema["output"] + + +class TestGetAgentGraph: + """Tests for get_agent_graph function.""" + + def test_single_agent_graph(self): + """Test graph for a single agent with no tools.""" + agent = _make_agent(name="root") + graph = get_agent_graph(agent) + + node_ids = [n.id for n in graph.nodes] + assert "__start__" in node_ids + assert "__end__" in node_ids + assert "root" in node_ids + + # Check start->root and root->end edges + edge_pairs = [(e.source, e.target) for e in graph.edges] + assert ("__start__", "root") in edge_pairs + assert ("root", "__end__") in edge_pairs + + def test_agent_with_tools(self): + """Test graph for agent with regular tools.""" + def search(): pass + search.__name__ = "search" + + def calculator(): pass + calculator.__name__ = "calculator" + + tool1 = search + tool2 = calculator + + agent = _make_agent(name="root", tools=[tool1, tool2]) + graph = get_agent_graph(agent) + + node_ids = [n.id for n in graph.nodes] + assert "root_tools" in node_ids + + # Find tools node and check metadata + tools_node = next(n for n in graph.nodes if n.id == "root_tools") + assert tools_node.type == "tool" + assert tools_node.metadata is not None + assert tools_node.metadata["tool_count"] == 2 + assert "search" in tools_node.metadata["tool_names"] + assert "calculator" in tools_node.metadata["tool_names"] + + def test_agent_without_tools_has_no_tools_node(self): + """Agent without tools has no tools node.""" + agent = _make_agent(name="root", tools=[]) + graph = get_agent_graph(agent) + + node_ids = [n.id for n in graph.nodes] + assert "root_tools" not in node_ids + + def test_graph_edges_are_bidirectional_for_tools(self): + """Tools node has bidirectional edges with agent.""" + def my_tool(): pass + my_tool.__name__ = "my_tool" + tool = my_tool + + agent = _make_agent(name="root", tools=[tool]) + graph = get_agent_graph(agent) + + edge_pairs = [(e.source, e.target) for e in graph.edges] + assert ("root", "root_tools") in edge_pairs + assert ("root_tools", "root") in edge_pairs + + def test_graph_has_correct_node_count_no_tools(self): + """Graph with no tools has 3 nodes: __start__, agent, __end__.""" + agent = _make_agent(name="root") + graph = get_agent_graph(agent) + assert len(graph.nodes) == 3 + + def test_graph_has_correct_node_count_with_tools(self): + """Graph with tools has 4 nodes: __start__, agent, tools, __end__.""" + def my_tool(): pass + my_tool.__name__ = "my_tool" + tool = my_tool + + agent = _make_agent(name="root", tools=[tool]) + graph = get_agent_graph(agent) + assert len(graph.nodes) == 4 From 9a5372376b856046131e4dea06b4d8e1baaeee2a Mon Sep 17 00:00:00 2001 From: Cristian Pufu Date: Thu, 19 Feb 2026 12:49:28 +0200 Subject: [PATCH 2/3] feat: add multi-agent graph, streaming support, LLM providers, and CI/CD for agent-framework Add recursive graph building with agent-as-tool detection via closure inspection, multi-agent streaming with proper STARTED/COMPLETED state events, UiPath OpenAI and Anthropic LLM chat providers, multi-agent sample, README docs, and CI/CD pipeline jobs for lint/test/publish-dev. Co-Authored-By: Claude Opus 4.6 --- .github/workflows/lint-packages.yml | 63 + .github/workflows/publish-dev.yml | 2 +- .github/workflows/test-packages.yml | 49 + README.md | 4 +- .../uipath-agent-framework/.python-version | 1 + packages/uipath-agent-framework/README.md | 131 +- .../uipath-agent-framework/pyproject.toml | 8 + .../uipath-agent-framework/samples/README.md | 10 + .../samples/multi-agent/README.md | 46 + .../samples/multi-agent/agent_framework.json | 5 + .../samples/multi-agent/main.py | 79 + .../samples/multi-agent/pyproject.toml | 21 + .../samples/multi-agent/uipath.json | 14 + .../samples/quickstart-agent/README.md | 8 + .../samples/quickstart-agent/main.py | 6 +- .../samples/quickstart-agent/pyproject.toml | 5 +- .../src/uipath_agent_framework/__init__.py | 1 - .../uipath_agent_framework/chat/__init__.py | 27 + .../uipath_agent_framework/chat/_common.py | 76 + .../uipath_agent_framework/chat/anthropic.py | 132 + .../src/uipath_agent_framework/chat/openai.py | 120 + .../uipath_agent_framework/runtime/factory.py | 4 +- .../runtime/messages.py | 33 +- .../uipath_agent_framework/runtime/runtime.py | 185 +- .../uipath_agent_framework/runtime/schema.py | 200 +- .../tests/test_graph.py | 28 +- .../tests/test_schema.py | 21 +- packages/uipath-agent-framework/uv.lock | 2767 +++++++++++++++++ 28 files changed, 3909 insertions(+), 137 deletions(-) create mode 100644 packages/uipath-agent-framework/.python-version create mode 100644 packages/uipath-agent-framework/samples/README.md create mode 100644 packages/uipath-agent-framework/samples/multi-agent/README.md create mode 100644 packages/uipath-agent-framework/samples/multi-agent/agent_framework.json create mode 100644 packages/uipath-agent-framework/samples/multi-agent/main.py create mode 100644 packages/uipath-agent-framework/samples/multi-agent/pyproject.toml create mode 100644 packages/uipath-agent-framework/samples/multi-agent/uipath.json create mode 100644 packages/uipath-agent-framework/src/uipath_agent_framework/chat/__init__.py create mode 100644 packages/uipath-agent-framework/src/uipath_agent_framework/chat/_common.py create mode 100644 packages/uipath-agent-framework/src/uipath_agent_framework/chat/anthropic.py create mode 100644 packages/uipath-agent-framework/src/uipath_agent_framework/chat/openai.py create mode 100644 packages/uipath-agent-framework/uv.lock diff --git a/.github/workflows/lint-packages.yml b/.github/workflows/lint-packages.yml index 5a71ac7d..1460403b 100644 --- a/.github/workflows/lint-packages.yml +++ b/.github/workflows/lint-packages.yml @@ -220,6 +220,69 @@ jobs: working-directory: packages/uipath-google-adk run: uv run ruff format --check . + lint-agent-framework: + name: Lint uipath-agent-framework + needs: detect-changed-packages + runs-on: ubuntu-latest + steps: + - name: Check if package changed + id: check + run: | + if [[ "${{ contains(github.event.pull_request.labels.*.name, 'test-core-dev-version') }}" == "true" ]]; then + echo "skip=true" >> $GITHUB_OUTPUT + echo "reason=custom-version-testing" >> $GITHUB_OUTPUT + elif echo '${{ needs.detect-changed-packages.outputs.packages }}' | jq -e 'index("uipath-agent-framework")' > /dev/null; then + echo "skip=false" >> $GITHUB_OUTPUT + else + echo "skip=true" >> $GITHUB_OUTPUT + echo "reason=no-changes" >> $GITHUB_OUTPUT + fi + + - name: Skip + if: steps.check.outputs.skip == 'true' + run: | + if [[ "${{ steps.check.outputs.reason }}" == "custom-version-testing" ]]; then + echo "Skipping - custom version testing enabled" + else + echo "Skipping - no changes to uipath-agent-framework" + fi + + - name: Checkout + if: steps.check.outputs.skip != 'true' + uses: actions/checkout@v4 + + - name: Setup uv + if: steps.check.outputs.skip != 'true' + uses: astral-sh/setup-uv@v5 + with: + enable-cache: true + + - name: Setup Python + if: steps.check.outputs.skip != 'true' + uses: actions/setup-python@v5 + with: + python-version-file: "packages/uipath-agent-framework/.python-version" + + - name: Install dependencies + if: steps.check.outputs.skip != 'true' + working-directory: packages/uipath-agent-framework + run: uv sync --all-extras + + - name: Check static types + if: steps.check.outputs.skip != 'true' + working-directory: packages/uipath-agent-framework + run: uv run mypy --config-file pyproject.toml . + + - name: Check linting + if: steps.check.outputs.skip != 'true' + working-directory: packages/uipath-agent-framework + run: uv run ruff check . + + - name: Check formatting + if: steps.check.outputs.skip != 'true' + working-directory: packages/uipath-agent-framework + run: uv run ruff format --check . + skip-lint: name: Skip Lint (Custom Version Testing) runs-on: ubuntu-latest diff --git a/.github/workflows/publish-dev.yml b/.github/workflows/publish-dev.yml index 8209df00..c8654198 100644 --- a/.github/workflows/publish-dev.yml +++ b/.github/workflows/publish-dev.yml @@ -212,4 +212,4 @@ jobs: - name: Publish run: uv publish --index testpypi env: - UV_PUBLISH_TOKEN: ${{ matrix.package == 'uipath-openai-agents' && secrets.TEST_PYPI_TOKEN_OPENAI_AGENTS || matrix.package == 'uipath-google-adk' && secrets.TEST_PYPI_TOKEN_GOOGLE_ADK || secrets.TEST_PYPI_TOKEN }} + UV_PUBLISH_TOKEN: ${{ matrix.package == 'uipath-openai-agents' && secrets.TEST_PYPI_TOKEN_OPENAI_AGENTS || matrix.package == 'uipath-google-adk' && secrets.TEST_PYPI_TOKEN_GOOGLE_ADK || matrix.package == 'uipath-agent-framework' && secrets.TEST_PYPI_TOKEN_AGENT_FRAMEWORK || secrets.TEST_PYPI_TOKEN }} diff --git a/.github/workflows/test-packages.yml b/.github/workflows/test-packages.yml index b935cefb..def86aff 100644 --- a/.github/workflows/test-packages.yml +++ b/.github/workflows/test-packages.yml @@ -178,3 +178,52 @@ jobs: if: steps.check.outputs.skip != 'true' working-directory: packages/uipath-google-adk run: uv run pytest + + test-agent-framework: + name: Test (uipath-agent-framework, ${{ matrix.python-version }}, ${{ matrix.os }}) + needs: detect-changed-packages + runs-on: ${{ matrix.os }} + strategy: + fail-fast: false + matrix: + python-version: ["3.11", "3.12", "3.13"] + os: [ubuntu-latest, windows-latest] + steps: + - name: Check if package changed + id: check + shell: bash + run: | + if echo '${{ needs.detect-changed-packages.outputs.packages }}' | jq -e 'index("uipath-agent-framework")' > /dev/null; then + echo "skip=false" >> $GITHUB_OUTPUT + else + echo "skip=true" >> $GITHUB_OUTPUT + fi + + - name: Skip + if: steps.check.outputs.skip == 'true' + shell: bash + run: echo "Skipping - no changes to uipath-agent-framework" + + - name: Checkout + if: steps.check.outputs.skip != 'true' + uses: actions/checkout@v4 + + - name: Setup uv + if: steps.check.outputs.skip != 'true' + uses: astral-sh/setup-uv@v5 + + - name: Setup Python + if: steps.check.outputs.skip != 'true' + uses: actions/setup-python@v5 + with: + python-version: ${{ matrix.python-version }} + + - name: Install dependencies + if: steps.check.outputs.skip != 'true' + working-directory: packages/uipath-agent-framework + run: uv sync --all-extras --python ${{ matrix.python-version }} + + - name: Run tests + if: steps.check.outputs.skip != 'true' + working-directory: packages/uipath-agent-framework + run: uv run pytest diff --git a/README.md b/README.md index fdc352d3..36654de1 100644 --- a/README.md +++ b/README.md @@ -11,6 +11,7 @@ All packages extend the [UiPath Python SDK](https://github.com/UiPath/uipath-pyt | [LlamaIndex](https://www.llamaindex.ai/) | [![PyPI](https://img.shields.io/pypi/v/uipath-llamaindex)](https://pypi.org/project/uipath-llamaindex/) | [![Downloads](https://img.shields.io/pypi/dm/uipath-llamaindex.svg)](https://pypi.org/project/uipath-llamaindex/) | [README](packages/uipath-llamaindex/README.md) · [Docs](https://uipath.github.io/uipath-python/llamaindex/quick_start/) · [Samples](packages/uipath-llamaindex/samples/) | | [OpenAI Agents](https://github.com/openai/openai-agents-python) | [![PyPI](https://img.shields.io/pypi/v/uipath-openai-agents)](https://pypi.org/project/uipath-openai-agents/) | [![Downloads](https://img.shields.io/pypi/dm/uipath-openai-agents.svg)](https://pypi.org/project/uipath-openai-agents/) | [README](packages/uipath-openai-agents/README.md) · [Docs](https://uipath.github.io/uipath-python/openai-agents/quick_start/) · [Samples](packages/uipath-openai-agents/samples/) | | [Google ADK](https://github.com/google/adk-python) | [![PyPI](https://img.shields.io/pypi/v/uipath-google-adk)](https://pypi.org/project/uipath-google-adk/) | [![Downloads](https://img.shields.io/pypi/dm/uipath-google-adk.svg)](https://pypi.org/project/uipath-google-adk/) | [README](packages/uipath-google-adk/README.md) · [Docs](https://uipath.github.io/uipath-python/google-adk/quick_start/) · [Samples](packages/uipath-google-adk/samples/) | +| [Microsoft Agent Framework](https://github.com/microsoft/agent-framework) | [![PyPI](https://img.shields.io/pypi/v/uipath-agent-framework)](https://pypi.org/project/uipath-agent-framework/) | [![Downloads](https://img.shields.io/pypi/dm/uipath-agent-framework.svg)](https://pypi.org/project/uipath-agent-framework/) | [README](packages/uipath-agent-framework/README.md) · [Samples](packages/uipath-agent-framework/samples/) | ## Structure @@ -22,7 +23,8 @@ uipath-integrations-python/ └── packages/ ├── uipath-llamaindex/ # LlamaIndex runtime ├── uipath-openai-agents/ # OpenAI Agents runtime - └── uipath-google-adk/ # Google ADK runtime + ├── uipath-google-adk/ # Google ADK runtime + └── uipath-agent-framework/ # Microsoft Agent Framework runtime ``` ## Development diff --git a/packages/uipath-agent-framework/.python-version b/packages/uipath-agent-framework/.python-version new file mode 100644 index 00000000..2c073331 --- /dev/null +++ b/packages/uipath-agent-framework/.python-version @@ -0,0 +1 @@ +3.11 diff --git a/packages/uipath-agent-framework/README.md b/packages/uipath-agent-framework/README.md index 967eec93..7cf49818 100644 --- a/packages/uipath-agent-framework/README.md +++ b/packages/uipath-agent-framework/README.md @@ -1,6 +1,19 @@ -# UiPath Agent Framework Integration +# UiPath Agent Framework Python SDK -Python SDK that enables developers to build and deploy Microsoft Agent Framework agents to the UiPath Cloud Platform. +[![PyPI - Version](https://img.shields.io/pypi/v/uipath-agent-framework)](https://pypi.org/project/uipath-agent-framework/) +[![PyPI downloads](https://img.shields.io/pypi/dm/uipath-agent-framework.svg)](https://pypi.org/project/uipath-agent-framework/) +[![Python versions](https://img.shields.io/pypi/pyversions/uipath-agent-framework.svg)](https://pypi.org/project/uipath-agent-framework/) + +A Python SDK that enables developers to build and deploy [Agent Framework](https://github.com/microsoft/agent-framework) agents to the UiPath Cloud Platform. It provides programmatic interaction with UiPath Cloud Platform services. + +This package is an extension to the [UiPath Python SDK](https://github.com/UiPath/uipath-python) and implements the [UiPath Runtime Protocol](https://github.com/UiPath/uipath-runtime-python). + +Check out these [sample projects](https://github.com/UiPath/uipath-integrations-python/tree/main/packages/uipath-agent-framework/samples) to see the SDK in action. + +## Requirements + +- Python 3.11 or higher +- UiPath Automation Cloud account ## Installation @@ -8,31 +21,111 @@ Python SDK that enables developers to build and deploy Microsoft Agent Framework pip install uipath-agent-framework ``` -## Quick Start +using `uv`: + +```bash +uv add uipath-agent-framework +``` + +For Anthropic model support: + +```bash +pip install 'uipath-agent-framework[anthropic]' +``` + +## Configuration -1. Create an agent in `main.py`: +### Environment Variables -```python -from agent_framework.openai import OpenAIChatClient +Create a `.env` file in your project root with the following variables: -agent = OpenAIChatClient(model_id="gpt-4o-mini").as_agent( - name="my_agent", - instructions="You are a helpful assistant.", -) ``` +UIPATH_URL=https://cloud.uipath.com/ACCOUNT_NAME/TENANT_NAME +UIPATH_ACCESS_TOKEN=YOUR_TOKEN_HERE +``` + +## Command Line Interface (CLI) -2. Create `agent_framework.json`: +The SDK provides a command-line interface for creating, packaging, and deploying Agent Framework agents: -```json -{ - "agents": { - "agent": "main.py:agent" - } -} +### Authentication + +```bash +uipath auth ``` -3. Run with UiPath CLI: +This command opens a browser for authentication and creates/updates your `.env` file with the proper credentials. + +### Initialize a Project ```bash -uipath run agent '{"messages": "Hello!"}' +uipath init ``` + +Running `uipath init` will process the agent definitions in the `agent_framework.json` file and create the corresponding `entry-points.json` file needed for deployment. + +For more details on the configuration format, see the [UiPath configuration specifications](https://github.com/UiPath/uipath-python/blob/main/specs/README.md). + +### Debug a Project + +```bash +uipath run AGENT [INPUT] +``` + +Executes the agent with the provided JSON input arguments. + +### Package a Project + +```bash +uipath pack +``` + +Packages your project into a `.nupkg` file that can be deployed to UiPath. + +**Note:** Your `pyproject.toml` must include: + +- A description field (avoid characters: &, <, >, ", ', ;) +- Author information + +Example: + +```toml +description = "Your package description" +authors = [{name = "Your Name", email = "your.email@example.com"}] +``` + +### Publish a Package + +```bash +uipath publish +``` + +Publishes the most recently created package to your UiPath Orchestrator. + +## Project Structure + +To properly use the CLI for packaging and publishing, your project should include: + +- A `pyproject.toml` file with project metadata +- An `agent_framework.json` file with your agent definitions (e.g., `"agents": {"agent": "main.py:agent"}`) +- An `entry-points.json` file (generated by `uipath init`) +- A `bindings.json` file (generated by `uipath init`) to configure resource overrides +- Any Python files needed for your automation + +## Development + +### Developer Tools + +Check out [uipath-dev](https://github.com/uipath/uipath-dev-python) - an interactive terminal application for building, testing, and debugging UiPath Python runtimes, agents, and automation scripts. + +### Setting Up a Development Environment + +Please read our [contribution guidelines](https://github.com/UiPath/uipath-integrations-python/packages/uipath-agent-framework/blob/main/CONTRIBUTING.md) before submitting a pull request. + +### Special Thanks + +A huge thank-you to the open-source community and the maintainers of the libraries that make this project possible: + +- [Agent Framework](https://github.com/microsoft/agent-framework) for providing a flexible framework for building AI agents. +- [OpenInference](https://github.com/Arize-ai/openinference) for observability and instrumentation support. +- [Pydantic](https://github.com/pydantic/pydantic) for reliable, typed configuration and validation. diff --git a/packages/uipath-agent-framework/pyproject.toml b/packages/uipath-agent-framework/pyproject.toml index 5531b14a..62528b89 100644 --- a/packages/uipath-agent-framework/pyproject.toml +++ b/packages/uipath-agent-framework/pyproject.toml @@ -21,6 +21,9 @@ maintainers = [ { name = "Cristian Pufu", email = "cristian.pufu@uipath.com" } ] +[project.optional-dependencies] +anthropic = ["anthropic>=0.43.0"] + [project.entry-points."uipath.middlewares"] register = "uipath_agent_framework.middlewares:register_middleware" @@ -88,6 +91,11 @@ module = "openinference.*" ignore_missing_imports = true ignore_errors = true +[[tool.mypy.overrides]] +module = "agent_framework_anthropic.*" +ignore_missing_imports = true +ignore_errors = true + [tool.pytest.ini_options] testpaths = ["tests"] python_files = "test_*.py" diff --git a/packages/uipath-agent-framework/samples/README.md b/packages/uipath-agent-framework/samples/README.md new file mode 100644 index 00000000..b0ed3f97 --- /dev/null +++ b/packages/uipath-agent-framework/samples/README.md @@ -0,0 +1,10 @@ +# UiPath Agent Framework Samples + +Sample agents built with [Agent Framework](https://github.com/microsoft/agent-framework) and [UiPath LLM providers](../src/uipath_agent_framework/chat/). + +## Samples + +| Sample | Description | +|--------|-------------| +| [quickstart-agent](./quickstart-agent/) | Single agent with tool calling: fetches live weather data for any location | +| [multi-agent](./multi-agent/) | Multi-agent coordinator: delegates research and code execution to specialist sub-agents via `as_tool()` | diff --git a/packages/uipath-agent-framework/samples/multi-agent/README.md b/packages/uipath-agent-framework/samples/multi-agent/README.md new file mode 100644 index 00000000..cb67e3a5 --- /dev/null +++ b/packages/uipath-agent-framework/samples/multi-agent/README.md @@ -0,0 +1,46 @@ +# Multi-Agent + +A coordinator agent that delegates to specialist agents (research + code execution) using the Agent Framework's `as_tool()` pattern. + +## Agent Graph + +```mermaid +flowchart TB + __start__(__start__) + coordinator(coordinator) + research_agent(research_agent) + research_agent_tools(tools) + code_agent(code_agent) + code_agent_tools(tools) + __end__(__end__) + research_agent --> research_agent_tools + research_agent_tools --> research_agent + coordinator --> research_agent + research_agent --> coordinator + code_agent --> code_agent_tools + code_agent_tools --> code_agent + coordinator --> code_agent + code_agent --> coordinator + __start__ --> |input|coordinator + coordinator --> |output|__end__ +``` + +## Prerequisites + +Authenticate with UiPath to configure your `.env` file: + +```bash +uipath auth +``` + +## Run + +``` +uipath run agent '{"messages": [{"contentParts": [{"data": {"inline": "What is the population of France and calculate its square root?"}}], "role": "user"}]}' +``` + +## Debug + +``` +uipath dev web +``` diff --git a/packages/uipath-agent-framework/samples/multi-agent/agent_framework.json b/packages/uipath-agent-framework/samples/multi-agent/agent_framework.json new file mode 100644 index 00000000..61974aef --- /dev/null +++ b/packages/uipath-agent-framework/samples/multi-agent/agent_framework.json @@ -0,0 +1,5 @@ +{ + "agents": { + "agent": "main.py:agent" + } +} diff --git a/packages/uipath-agent-framework/samples/multi-agent/main.py b/packages/uipath-agent-framework/samples/multi-agent/main.py new file mode 100644 index 00000000..789c1b27 --- /dev/null +++ b/packages/uipath-agent-framework/samples/multi-agent/main.py @@ -0,0 +1,79 @@ +import io +import sys + +import httpx + +from uipath_agent_framework.chat import UiPathOpenAIChatClient + + +def search_wikipedia(query: str) -> str: + """Search Wikipedia for a topic and return a summary. + + Args: + query: The search query, e.g. "Python programming language" + + Returns: + A summary of the Wikipedia article, or an error message. + """ + try: + resp = httpx.get( + "https://en.wikipedia.org/api/rest_v1/page/summary/" + + query.replace(" ", "_"), + headers={"User-Agent": "UiPathMultiAgent/1.0"}, + timeout=10, + follow_redirects=True, + ) + resp.raise_for_status() + data = resp.json() + return data.get("extract", "No summary available.") + except Exception as e: + return f"Wikipedia search failed for '{query}': {e}" + + +def run_python(code: str) -> str: + """Execute a Python code snippet and return its output. + + Args: + code: The Python code to execute. + + Returns: + The captured stdout output, or an error message. + """ + old_stdout = sys.stdout + sys.stdout = captured = io.StringIO() + try: + exec(code, {"__builtins__": __builtins__}) # noqa: B023 + return captured.getvalue() or "(no output)" + except Exception as e: + return f"Execution error: {e}" + finally: + sys.stdout = old_stdout + + +client = UiPathOpenAIChatClient(model="gpt-4o-mini") + +research_agent = client.as_agent( + name="research_agent", + description="Searches Wikipedia for information on any topic.", + instructions="You are a research assistant. Use the search_wikipedia tool to find information. Provide concise, factual summaries.", + tools=[search_wikipedia], +) + +code_agent = client.as_agent( + name="code_agent", + description="Executes Python code snippets and returns the output.", + instructions="You are a coding assistant. Use the run_python tool to execute Python code. Always validate code before running.", + tools=[run_python], +) + +# Coordinator delegates to specialists via as_tool() +agent = client.as_agent( + name="coordinator", + instructions=( + "You are a coordinator that delegates tasks to specialist agents.\n" + "- Use 'research_agent' for any research or factual questions.\n" + "- Use 'code_agent' for any coding, calculation, or data processing tasks.\n" + "Combine their results to give comprehensive answers." + ), + tools=[research_agent.as_tool(), code_agent.as_tool()], +) diff --git a/packages/uipath-agent-framework/samples/multi-agent/pyproject.toml b/packages/uipath-agent-framework/samples/multi-agent/pyproject.toml new file mode 100644 index 00000000..0b7e7314 --- /dev/null +++ b/packages/uipath-agent-framework/samples/multi-agent/pyproject.toml @@ -0,0 +1,21 @@ +[project] +name = "multi-agent" +version = "0.0.1" +description = "Multi-agent Agent Framework example with coordinator pattern" +authors = [{ name = "John Doe" }] +readme = "README.md" +requires-python = ">=3.11" +dependencies = [ + "uipath", + "uipath-agent-framework", + "agent-framework-core>=1.0.0b260212", + "httpx>=0.27.0", +] + +[dependency-groups] +dev = [ + "uipath-dev", +] + +[tool.uv] +prerelease = "allow" diff --git a/packages/uipath-agent-framework/samples/multi-agent/uipath.json b/packages/uipath-agent-framework/samples/multi-agent/uipath.json new file mode 100644 index 00000000..7969b8f0 --- /dev/null +++ b/packages/uipath-agent-framework/samples/multi-agent/uipath.json @@ -0,0 +1,14 @@ +{ + "$schema": "https://cloud.uipath.com/draft/2024-12/uipath", + "runtimeOptions": { + "isConversational": true + }, + "packOptions": { + "fileExtensionsIncluded": [], + "filesIncluded": [], + "filesExcluded": [], + "directoriesExcluded": [], + "includeUvLock": true + }, + "functions": {} +} diff --git a/packages/uipath-agent-framework/samples/quickstart-agent/README.md b/packages/uipath-agent-framework/samples/quickstart-agent/README.md index c0e71f6e..cce2529a 100644 --- a/packages/uipath-agent-framework/samples/quickstart-agent/README.md +++ b/packages/uipath-agent-framework/samples/quickstart-agent/README.md @@ -16,6 +16,14 @@ flowchart TB weather_agent --> |output|__end__ ``` +## Prerequisites + +Authenticate with UiPath to configure your `.env` file: + +```bash +uipath auth +``` + ## Run ``` diff --git a/packages/uipath-agent-framework/samples/quickstart-agent/main.py b/packages/uipath-agent-framework/samples/quickstart-agent/main.py index f34df2e4..b9df826f 100644 --- a/packages/uipath-agent-framework/samples/quickstart-agent/main.py +++ b/packages/uipath-agent-framework/samples/quickstart-agent/main.py @@ -1,5 +1,6 @@ import httpx -from agent_framework.openai import OpenAIChatClient + +from uipath_agent_framework.chat import UiPathOpenAIChatClient def get_weather(location: str) -> str: @@ -53,7 +54,8 @@ def get_weather(location: str) -> str: return f"Weather fetch failed: {e}" -agent = OpenAIChatClient(model_id="gpt-4o-mini").as_agent( +client = UiPathOpenAIChatClient(model="gpt-5-mini-2025-08-07") +agent = client.as_agent( name="weather_agent", instructions="You are a helpful weather assistant. Use the get_weather tool to provide weather information.", tools=[get_weather], diff --git a/packages/uipath-agent-framework/samples/quickstart-agent/pyproject.toml b/packages/uipath-agent-framework/samples/quickstart-agent/pyproject.toml index 9e5783f8..a7559704 100644 --- a/packages/uipath-agent-framework/samples/quickstart-agent/pyproject.toml +++ b/packages/uipath-agent-framework/samples/quickstart-agent/pyproject.toml @@ -9,7 +9,6 @@ dependencies = [ "uipath", "uipath-agent-framework", "agent-framework-core>=1.0.0b260212", - "httpx>=0.27.0", ] [dependency-groups] @@ -19,3 +18,7 @@ dev = [ [tool.uv] prerelease = "allow" + +[tool.uv.sources] +uipath-dev = { path = "../../../../../uipath-dev-python", editable = true } +uipath-agent-framework = { path = "../../", editable = true } diff --git a/packages/uipath-agent-framework/src/uipath_agent_framework/__init__.py b/packages/uipath-agent-framework/src/uipath_agent_framework/__init__.py index 8042b083..3639a62d 100644 --- a/packages/uipath-agent-framework/src/uipath_agent_framework/__init__.py +++ b/packages/uipath-agent-framework/src/uipath_agent_framework/__init__.py @@ -1,4 +1,3 @@ """UiPath Agent Framework Runtime Integration.""" - __all__: list[str] = [] diff --git a/packages/uipath-agent-framework/src/uipath_agent_framework/chat/__init__.py b/packages/uipath-agent-framework/src/uipath_agent_framework/chat/__init__.py new file mode 100644 index 00000000..ae2cdbd6 --- /dev/null +++ b/packages/uipath-agent-framework/src/uipath_agent_framework/chat/__init__.py @@ -0,0 +1,27 @@ +""" +UiPath Agent Framework Chat module. + +Provides chat client implementations that route through UiPath's LLM Gateway +for use with Agent Framework agents. + +NOTE: This module uses lazy imports via __getattr__ to avoid loading heavy +dependencies (httpx, openai, anthropic SDK) at import time. +""" + + +def __getattr__(name): + if name == "UiPathOpenAIChatClient": + from .openai import UiPathOpenAIChatClient + + return UiPathOpenAIChatClient + if name == "UiPathAnthropicClient": + from .anthropic import UiPathAnthropicClient + + return UiPathAnthropicClient + raise AttributeError(f"module {__name__!r} has no attribute {name!r}") + + +__all__ = [ + "UiPathOpenAIChatClient", + "UiPathAnthropicClient", +] diff --git a/packages/uipath-agent-framework/src/uipath_agent_framework/chat/_common.py b/packages/uipath-agent-framework/src/uipath_agent_framework/chat/_common.py new file mode 100644 index 00000000..cb02b147 --- /dev/null +++ b/packages/uipath-agent-framework/src/uipath_agent_framework/chat/_common.py @@ -0,0 +1,76 @@ +"""Shared utilities for UiPath Agent Framework chat providers.""" + +import os +from typing import Optional + +from uipath.utils import EndpointManager + + +def get_uipath_config() -> tuple[str, str]: + """Read UiPath configuration from environment variables. + + Returns: + Tuple of (uipath_url, access_token). + + Raises: + ValueError: If required environment variables are not set. + """ + uipath_url = os.getenv("UIPATH_URL") + if not uipath_url: + raise ValueError("UIPATH_URL environment variable is required") + + access_token = os.getenv("UIPATH_ACCESS_TOKEN") + if not access_token: + raise ValueError("UIPATH_ACCESS_TOKEN environment variable is required") + + return uipath_url, access_token + + +def get_uipath_headers(token: str) -> dict[str, str]: + """Build HTTP headers for UiPath Gateway requests. + + Args: + token: UiPath access token. + + Returns: + Dictionary of HTTP headers. + """ + headers = { + "Authorization": f"Bearer {token}", + } + if job_key := os.getenv("UIPATH_JOB_KEY"): + headers["X-UiPath-JobKey"] = job_key + if process_key := os.getenv("UIPATH_PROCESS_KEY"): + headers["X-UiPath-ProcessKey"] = process_key + return headers + + +def build_gateway_url( + vendor: str, + model: str, + uipath_url: Optional[str] = None, +) -> str: + """Build the full URL for the UiPath LLM Gateway. + + Args: + vendor: The LLM vendor (e.g., "openai", "awsbedrock"). + model: The model name. + uipath_url: Optional UiPath URL. If not provided, reads from UIPATH_URL env var. + + Returns: + The full gateway URL. + + Raises: + ValueError: If UIPATH_URL is not set. + """ + if not uipath_url: + uipath_url = os.getenv("UIPATH_URL") + if not uipath_url: + raise ValueError("UIPATH_URL environment variable is required") + + vendor_endpoint = EndpointManager.get_vendor_endpoint() + formatted_endpoint = vendor_endpoint.format( + vendor=vendor, + model=model, + ) + return f"{uipath_url.rstrip('/')}/{formatted_endpoint}" diff --git a/packages/uipath-agent-framework/src/uipath_agent_framework/chat/anthropic.py b/packages/uipath-agent-framework/src/uipath_agent_framework/chat/anthropic.py new file mode 100644 index 00000000..fe605b16 --- /dev/null +++ b/packages/uipath-agent-framework/src/uipath_agent_framework/chat/anthropic.py @@ -0,0 +1,132 @@ +"""UiPath Anthropic Client for Agent Framework agents. + +Routes Anthropic requests through UiPath's LLM Gateway using the +Bedrock invoke format, then passes the pre-configured +``AsyncAnthropic`` client to the Agent Framework ``AnthropicClient``. +""" + +from __future__ import annotations + +import json +import logging +from typing import Any + +import httpx +from uipath._utils._ssl_context import get_httpx_client_kwargs + +from ._common import build_gateway_url, get_uipath_config, get_uipath_headers + +logger = logging.getLogger(__name__) + + +def _check_anthropic_dependency() -> None: + """Check that the anthropic SDK is installed.""" + import importlib.util + + if importlib.util.find_spec("anthropic") is None: + raise ImportError( + "The 'anthropic' package is required to use UiPathAnthropicClient.\n" + "Install it with:\n\n" + " pip install 'uipath-agent-framework[anthropic]'\n\n" + " # or with uv:\n" + " uv add 'uipath-agent-framework[anthropic]'\n" + ) + + +class _AsyncUrlRewriteTransport(httpx.AsyncHTTPTransport): + """Async transport that rewrites Anthropic SDK requests to UiPath gateway. + + Intercepts the Anthropic SDK's ``/v1/messages`` endpoint and: + 1. Rewrites the URL to the UiPath gateway + 2. Transforms the body to Bedrock invoke format (removes ``model``, + adds ``anthropic_version``) + """ + + def __init__(self, gateway_url: str, **kwargs: Any): + self.gateway_url = gateway_url + super().__init__(**kwargs) + + async def handle_async_request(self, request: httpx.Request) -> httpx.Response: + url_str = str(request.url) + if "/v1/messages" in url_str: + gateway_parsed = httpx.URL(self.gateway_url) + + # Transform body to Bedrock invoke format + body = json.loads(request.content) + body.pop("model", None) + body.setdefault("anthropic_version", "bedrock-2023-05-31") + is_streaming = body.get("stream", False) + new_content = json.dumps(body).encode() + + headers = dict(request.headers) + headers["host"] = gateway_parsed.host + headers["content-length"] = str(len(new_content)) + if is_streaming: + headers["X-UiPath-Streaming-Enabled"] = "true" + + request = httpx.Request( + method=request.method, + url=gateway_parsed, + headers=headers, + content=new_content, + extensions=request.extensions, + ) + + return await super().handle_async_request(request) + + +class UiPathAnthropicClient: + """Anthropic Client that routes requests through UiPath's LLM Gateway. + + Subclasses Agent Framework's ``AnthropicClient`` and configures a + pre-built ``AsyncAnthropic`` client with URL-rewriting + Bedrock + body transform. + + Uses Bedrock model names (``anthropic.claude-*``) with the ``awsbedrock`` + vendor and ``invoke`` API flavor. + + Example:: + + from uipath_agent_framework.chat import UiPathAnthropicClient + + client = UiPathAnthropicClient(model="anthropic.claude-haiku-4-5-20251001-v1:0") + agent = client.as_agent( + name="assistant", + instructions="You are a helpful assistant.", + tools=[my_tool], + ) + """ + + def __new__( + cls, model: str = "anthropic.claude-haiku-4-5-20251001-v1:0", **kwargs: Any + ): + _check_anthropic_dependency() + + from agent_framework_anthropic import AnthropicClient + from anthropic import AsyncAnthropic # type: ignore[import-not-found] + + uipath_url, token = get_uipath_config() + gateway_url = build_gateway_url("awsbedrock", model, uipath_url) + + auth_headers = get_uipath_headers(token) + auth_headers["X-UiPath-LlmGateway-ApiFlavor"] = "invoke" + + client_kwargs = get_httpx_client_kwargs() + verify = client_kwargs.get("verify", True) + + http_client = httpx.AsyncClient( + transport=_AsyncUrlRewriteTransport(gateway_url, verify=verify), + **client_kwargs, + ) + + anthropic_client = AsyncAnthropic( + api_key="uipath-gateway", + default_headers=auth_headers, + http_client=http_client, + ) + + return AnthropicClient( + model_id=model, + anthropic_client=anthropic_client, + **kwargs, + ) diff --git a/packages/uipath-agent-framework/src/uipath_agent_framework/chat/openai.py b/packages/uipath-agent-framework/src/uipath_agent_framework/chat/openai.py new file mode 100644 index 00000000..98c27d50 --- /dev/null +++ b/packages/uipath-agent-framework/src/uipath_agent_framework/chat/openai.py @@ -0,0 +1,120 @@ +"""UiPath OpenAI Chat Client for Agent Framework agents. + +Routes OpenAI requests through UiPath's LLM Gateway using a +URL-rewriting httpx transport, then passes the pre-configured +``AsyncOpenAI`` client to the Agent Framework ``OpenAIChatClient``. +""" + +from __future__ import annotations + +import logging +from collections.abc import Sequence +from typing import Any + +import httpx +from agent_framework import FunctionTool +from agent_framework import tool as tool_decorator +from agent_framework.openai import OpenAIChatClient +from openai import AsyncOpenAI +from uipath._utils._ssl_context import get_httpx_client_kwargs + +from ._common import build_gateway_url, get_uipath_config, get_uipath_headers + +logger = logging.getLogger(__name__) + + +class _AsyncUrlRewriteTransport(httpx.AsyncHTTPTransport): + """Async transport that rewrites OpenAI SDK requests to UiPath gateway. + + Intercepts ``/chat/completions`` requests and rewrites the URL + to the UiPath LLM Gateway endpoint. + """ + + def __init__(self, gateway_url: str, **kwargs: Any): + self.gateway_url = gateway_url + super().__init__(**kwargs) + + async def handle_async_request(self, request: httpx.Request) -> httpx.Response: + url_str = str(request.url) + if "/chat/completions" in url_str: + gateway_parsed = httpx.URL(self.gateway_url) + headers = dict(request.headers) + headers["host"] = gateway_parsed.host + + is_streaming = b'"stream": true' in ( + request.content or b"" + ) or b'"stream":true' in (request.content or b"") + if is_streaming: + headers["X-UiPath-Streaming-Enabled"] = "true" + + request = httpx.Request( + method=request.method, + url=gateway_parsed, + headers=headers, + content=request.content, + extensions=request.extensions, + ) + + return await super().handle_async_request(request) + + +class UiPathOpenAIChatClient(OpenAIChatClient): + """OpenAI Chat Client that routes requests through UiPath's LLM Gateway. + + Subclasses Agent Framework's ``OpenAIChatClient`` and configures a + pre-built ``AsyncOpenAI`` client with URL-rewriting transport. + + Example:: + + from uipath_agent_framework.chat import UiPathOpenAIChatClient + + client = UiPathOpenAIChatClient(model="gpt-4o-mini") + agent = client.as_agent( + name="assistant", + instructions="You are a helpful assistant.", + tools=[my_tool], + ) + """ + + def __init__(self, model: str = "gpt-4o-mini", **kwargs: Any): + uipath_url, token = get_uipath_config() + gateway_url = build_gateway_url("openai", model, uipath_url) + + auth_headers = get_uipath_headers(token) + auth_headers["X-UiPath-LlmGateway-ApiFlavor"] = "OpenAiChatCompletions" + + client_kwargs = get_httpx_client_kwargs() + verify = client_kwargs.get("verify", True) + + http_client = httpx.AsyncClient( + transport=_AsyncUrlRewriteTransport(gateway_url, verify=verify), + headers=auth_headers, + **client_kwargs, + ) + + async_client = AsyncOpenAI( + api_key=token, + http_client=http_client, + ) + + super().__init__( + model_id=model, + async_client=async_client, + **kwargs, + ) + + def _prepare_tools_for_openai(self, tools: Sequence[Any]) -> dict[str, Any]: + """Prepare tools for the OpenAI Chat Completions API. + + Extends the base implementation to convert plain callables to + FunctionTool instances before processing. The base class only + handles FunctionTool and dict types — plain functions fall through + as-is and cause JSON serialization errors. + """ + normalized: list[Any] = [] + for t in tools: + if callable(t) and not isinstance(t, FunctionTool): + normalized.append(tool_decorator(t)) + else: + normalized.append(t) + return super()._prepare_tools_for_openai(normalized) diff --git a/packages/uipath-agent-framework/src/uipath_agent_framework/runtime/factory.py b/packages/uipath-agent-framework/src/uipath_agent_framework/runtime/factory.py index 692e6f77..3627d701 100644 --- a/packages/uipath-agent-framework/src/uipath_agent_framework/runtime/factory.py +++ b/packages/uipath-agent-framework/src/uipath_agent_framework/runtime/factory.py @@ -56,9 +56,7 @@ def _setup_instrumentation(self) -> None: # Add OpenInference span processor for Arize Phoenix compatibility tracer_provider = trace.get_tracer_provider() if isinstance(tracer_provider, TracerProvider): - tracer_provider.add_span_processor( - AgentFrameworkToOpenInferenceProcessor() - ) + tracer_provider.add_span_processor(AgentFrameworkToOpenInferenceProcessor()) def _load_config(self) -> AgentFrameworkConfig: """Load agent_framework.json configuration.""" diff --git a/packages/uipath-agent-framework/src/uipath_agent_framework/runtime/messages.py b/packages/uipath-agent-framework/src/uipath_agent_framework/runtime/messages.py index 1a287fb5..e034119c 100644 --- a/packages/uipath-agent-framework/src/uipath_agent_framework/runtime/messages.py +++ b/packages/uipath-agent-framework/src/uipath_agent_framework/runtime/messages.py @@ -64,8 +64,7 @@ def map_messages_to_input(self, messages: Any) -> str: if isinstance(first, dict): try: parsed = [ - UiPathConversationMessage.model_validate(m) - for m in messages + UiPathConversationMessage.model_validate(m) for m in messages ] return self._extract_text_from_uipath_messages(parsed) except ValidationError: @@ -138,19 +137,23 @@ def map_streaming_content( events: list[UiPathConversationMessageEvent] = [] if content.type == "function_call": + # During streaming, only the first chunk carries content.name. + # Subsequent chunks are partial argument fragments — skip them. + if not content.name: + return events + + tool_call_id = content.call_id or f"{content.name}_{uuid4().hex[:8]}" + events.extend(self._ensure_message_started()) - tool_call_id = ( - content.call_id - or f"{content.name or 'unknown'}_{uuid4().hex[:8]}" - ) if self._current_message_id: self._pending_tool_calls[tool_call_id] = self._current_message_id + args = content.arguments if isinstance(content.arguments, dict) else None events.append( self._make_tool_call_start_event( self._current_message_id or "", tool_call_id, - content.name or "unknown", - content.arguments, + content.name, + args, ) ) return events @@ -160,10 +163,12 @@ def map_streaming_content( message_id = self._pending_tool_calls.pop(content.call_id) result = content.result or {} events.append( - self._make_tool_call_end_event( - message_id, content.call_id, result - ) + self._make_tool_call_end_event(message_id, content.call_id, result) ) + # Close the current message after all tool calls complete + # so that the agent's text response starts a new message. + if not self._pending_tool_calls: + events.extend(self.close_message()) return events # Text content @@ -193,8 +198,6 @@ def _extract_text_from_content(content: Content) -> str: return str(content.text) return "" - # -- Helpers -- - def _ensure_message_started(self) -> list[UiPathConversationMessageEvent]: """Start a new message if not already started.""" if self._message_started: @@ -279,9 +282,7 @@ def _make_tool_call_end_event( ) @classmethod - def _make_message_end_event( - cls, message_id: str - ) -> UiPathConversationMessageEvent: + def _make_message_end_event(cls, message_id: str) -> UiPathConversationMessageEvent: return UiPathConversationMessageEvent( message_id=message_id, end=UiPathConversationMessageEndEvent(), diff --git a/packages/uipath-agent-framework/src/uipath_agent_framework/runtime/runtime.py b/packages/uipath-agent-framework/src/uipath_agent_framework/runtime/runtime.py index b44c6628..2949da5e 100644 --- a/packages/uipath-agent-framework/src/uipath_agent_framework/runtime/runtime.py +++ b/packages/uipath-agent-framework/src/uipath_agent_framework/runtime/runtime.py @@ -5,7 +5,13 @@ from typing import Any, AsyncGenerator from uuid import uuid4 -from agent_framework import AgentResponse, AgentResponseUpdate, BaseAgent, Content +from agent_framework import ( + AgentResponse, + AgentResponseUpdate, + BaseAgent, + Content, + FunctionTool, +) from uipath.core.serialization import serialize_defaults from uipath.runtime import ( UiPathExecuteOptions, @@ -24,7 +30,12 @@ from .errors import UiPathAgentFrameworkErrorCode, UiPathAgentFrameworkRuntimeError from .messages import AgentFrameworkChatMessagesMapper -from .schema import get_agent_graph, get_entrypoints_schema +from .schema import ( + extract_agent_from_tool, + get_agent_graph, + get_agent_tools, + get_entrypoints_schema, +) logger = logging.getLogger(__name__) @@ -43,6 +54,36 @@ def __init__( self.entrypoint: str | None = entrypoint self.chat = AgentFrameworkChatMessagesMapper() + @staticmethod + def _build_agent_tool_names(agent: BaseAgent) -> set[str]: + """Build a set of tool names that correspond to agent-as-tools. + + Inspects the agent's tools list and identifies which ones wrap sub-agents + (created via BaseAgent.as_tool()). Returns the tool names (not agent names) + so we can match them against function_call content.name during streaming. + """ + agent_tool_names: set[str] = set() + for tool in get_agent_tools(agent): + inner_agent = extract_agent_from_tool(tool) + if inner_agent is not None and isinstance(tool, FunctionTool): + agent_tool_names.add(tool.name) + return agent_tool_names + + @staticmethod + def _build_tool_name_to_agent(agent: BaseAgent) -> dict[str, str]: + """Build a mapping from tool name to sub-agent node name. + + When a function_call uses a tool name that wraps a sub-agent, we need + to know which agent node to emit STARTED/COMPLETED for. + """ + mapping: dict[str, str] = {} + for tool in get_agent_tools(agent): + inner_agent = extract_agent_from_tool(tool) + if inner_agent is not None and isinstance(tool, FunctionTool): + agent_name = inner_agent.name or "agent" + mapping[tool.name] = agent_name + return mapping + async def execute( self, input: dict[str, Any] | None = None, @@ -51,7 +92,7 @@ async def execute( """Execute the agent with the provided input and return the result.""" try: user_input = self._prepare_input(input) - response = await self.agent.run(user_input) + response = await self.agent.run(user_input) # type: ignore[attr-defined] output = self._extract_output(response) return self._create_success_result(output) except Exception as e: @@ -62,11 +103,24 @@ async def stream( input: dict[str, Any] | None = None, options: UiPathStreamOptions | None = None, ) -> AsyncGenerator[UiPathRuntimeEvent, None]: - """Stream agent execution events in real-time.""" + """Stream agent execution events in real-time. + + Emits lifecycle phase events (STARTED/COMPLETED) to drive the + uipath-dev graph visualization. Tracks the currently active + agent/tools nodes and emits proper STARTED/COMPLETED transitions + when execution moves between agents and tools. + + For multi-agent setups (via as_tool()), sub-agents get their own + STARTED/COMPLETED events with node IDs matching the graph schema. + """ try: user_input = self._prepare_input(input) agent_name = self.agent.name or "agent" + # Pre-compute which tool names correspond to sub-agents + agent_tool_names = self._build_agent_tool_names(self.agent) + tool_name_to_agent = self._build_tool_name_to_agent(self.agent) + # Emit root agent started yield UiPathRuntimeStateEvent( payload={}, @@ -74,10 +128,11 @@ async def stream( phase=UiPathRuntimeStatePhase.STARTED, ) + active_agent: str | None = agent_name active_tools: str | None = None final_text = "" - response_stream = self.agent.run(user_input, stream=True) + response_stream = self.agent.run(user_input, stream=True) # type: ignore[attr-defined] async for update in response_stream: if not isinstance(update, AgentResponseUpdate): continue @@ -88,51 +143,125 @@ async def stream( if not isinstance(content, Content): continue - # Track tool node state transitions + # Track tool/agent node state transitions if content.type == "function_call": - tools_node = f"{agent_name}_tools" - if active_tools != tools_node: + # During streaming, only the first chunk carries + # content.name. Subsequent chunks are partial + # argument fragments — skip them. + if not content.name: + continue + + call_name = content.name + logger.debug( + "function_call: name=%s, call_id=%s, " + "is_agent_tool=%s, active_agent=%s", + call_name, + content.call_id, + call_name in agent_tool_names, + active_agent, + ) + + if call_name in agent_tool_names: + # This is a call to a sub-agent tool + sub_agent_name = tool_name_to_agent.get( + call_name, call_name + ) + + # Close any active tools node first if active_tools: yield UiPathRuntimeStateEvent( payload={}, node_name=active_tools, phase=UiPathRuntimeStatePhase.COMPLETED, ) - active_tools = tools_node + active_tools = None + + # Emit STARTED for the sub-agent node yield UiPathRuntimeStateEvent( payload={}, - node_name=tools_node, + node_name=sub_agent_name, phase=UiPathRuntimeStatePhase.STARTED, ) + active_agent = sub_agent_name + + # Emit state event for the agent tool call + payload: dict[str, Any] = { + "function_name": call_name, + } + if isinstance(content.arguments, dict): + payload["function_args"] = serialize_defaults( + content.arguments + ) + yield UiPathRuntimeStateEvent( + payload=payload, + node_name=sub_agent_name, + metadata={"event_type": "function_call"}, + ) + else: + # Regular tool call + tools_node = f"{active_agent}_tools" + if active_tools != tools_node: + if active_tools: + yield UiPathRuntimeStateEvent( + payload={}, + node_name=active_tools, + phase=UiPathRuntimeStatePhase.COMPLETED, + ) + active_tools = tools_node + yield UiPathRuntimeStateEvent( + payload={}, + node_name=tools_node, + phase=UiPathRuntimeStatePhase.STARTED, + ) - # Emit state event for the tool call - payload = { - "function_name": content.name or "unknown", - } - if content.arguments: - payload["function_args"] = serialize_defaults( - content.arguments + # Emit state event for the tool call + payload = { + "function_name": call_name, + } + if isinstance(content.arguments, dict): + payload["function_args"] = serialize_defaults( + content.arguments + ) + yield UiPathRuntimeStateEvent( + payload=payload, + node_name=tools_node, + metadata={"event_type": "function_call"}, ) - yield UiPathRuntimeStateEvent( - payload=payload, - node_name=tools_node, - metadata={"event_type": "function_call"}, - ) elif content.type == "function_result": - if active_tools: + result_name = content.name or "" + + if result_name in agent_tool_names: + # Sub-agent completed — emit COMPLETED, re-START parent + sub_agent_name = tool_name_to_agent.get( + result_name, result_name + ) yield UiPathRuntimeStateEvent( payload={}, - node_name=active_tools, + node_name=sub_agent_name, phase=UiPathRuntimeStatePhase.COMPLETED, ) - active_tools = None - # Re-start agent node after tool completion + active_agent = agent_name yield UiPathRuntimeStateEvent( payload={}, node_name=agent_name, phase=UiPathRuntimeStatePhase.STARTED, ) + elif active_tools: + # Regular tool completed + yield UiPathRuntimeStateEvent( + payload={}, + node_name=active_tools, + phase=UiPathRuntimeStatePhase.COMPLETED, + ) + active_tools = None + # Re-start agent node after tool completion + if active_agent: + yield UiPathRuntimeStateEvent( + payload={}, + node_name=active_agent, + phase=UiPathRuntimeStatePhase.STARTED, + ) # Yield conversation message events for msg_event in self.chat.map_streaming_content(content): @@ -205,9 +334,7 @@ def _create_success_result(self, output: Any) -> UiPathRuntimeResult: status=UiPathRuntimeStatus.SUCCESSFUL, ) - def _create_runtime_error( - self, e: Exception - ) -> UiPathAgentFrameworkRuntimeError: + def _create_runtime_error(self, e: Exception) -> UiPathAgentFrameworkRuntimeError: """Handle execution errors and create appropriate runtime error.""" if isinstance(e, UiPathAgentFrameworkRuntimeError): return e diff --git a/packages/uipath-agent-framework/src/uipath_agent_framework/runtime/schema.py b/packages/uipath-agent-framework/src/uipath_agent_framework/runtime/schema.py index 0dbdda94..37eae6e4 100644 --- a/packages/uipath-agent-framework/src/uipath_agent_framework/runtime/schema.py +++ b/packages/uipath-agent-framework/src/uipath_agent_framework/runtime/schema.py @@ -77,8 +77,9 @@ def _default_messages_schema() -> dict[str, Any]: def get_agent_graph(agent: BaseAgent) -> UiPathRuntimeGraph: """Extract graph structure from an Agent Framework agent. - Agent Framework agents are simple: one agent node with optional tools. - No sub-agents or handoffs at the agent level. + Traverses the agent tree, inspecting tools for agent-as-tool instances + (created via BaseAgent.as_tool()). For each agent-as-tool, creates a + separate node and recursively processes its own tools. Args: agent: An Agent Framework BaseAgent instance @@ -88,8 +89,29 @@ def get_agent_graph(agent: BaseAgent) -> UiPathRuntimeGraph: """ nodes: list[UiPathRuntimeNode] = [] edges: list[UiPathRuntimeEdge] = [] + visited: set[str] = set() - agent_name = agent.name or "agent" + def _add_agent_and_tools(current_agent: BaseAgent) -> None: + """Recursively add agent, its tools, and nested agents to the graph.""" + agent_name = current_agent.name or "agent" + + if agent_name in visited: + return + visited.add(agent_name) + + # Add agent node + nodes.append( + UiPathRuntimeNode( + id=agent_name, + name=agent_name, + type="node", + subgraph=None, + metadata=None, + ) + ) + + # Process tools: separate agent-as-tool from regular tools + _process_tools(current_agent, agent_name, nodes, edges, visited) # Add __start__ node nodes.append( @@ -102,39 +124,9 @@ def get_agent_graph(agent: BaseAgent) -> UiPathRuntimeGraph: ) ) - # Add agent node - nodes.append( - UiPathRuntimeNode( - id=agent_name, - name=agent_name, - type="node", - subgraph=None, - metadata=None, - ) - ) + _add_agent_and_tools(agent) - # Extract tools from the agent - tool_names = _get_agent_tool_names(agent) - if tool_names: - tools_node_id = f"{agent_name}_tools" - nodes.append( - UiPathRuntimeNode( - id=tools_node_id, - name="tools", - type="tool", - subgraph=None, - metadata={ - "tool_names": tool_names, - "tool_count": len(tool_names), - }, - ) - ) - edges.append( - UiPathRuntimeEdge(source=agent_name, target=tools_node_id, label=None) - ) - edges.append( - UiPathRuntimeEdge(source=tools_node_id, target=agent_name, label=None) - ) + agent_name = agent.name or "agent" # Add __end__ node nodes.append( @@ -151,27 +143,137 @@ def get_agent_graph(agent: BaseAgent) -> UiPathRuntimeGraph: edges.append( UiPathRuntimeEdge(source="__start__", target=agent_name, label="input") ) - edges.append( - UiPathRuntimeEdge(source=agent_name, target="__end__", label="output") - ) + edges.append(UiPathRuntimeEdge(source=agent_name, target="__end__", label="output")) return UiPathRuntimeGraph(nodes=nodes, edges=edges) -def _get_agent_tool_names(agent: BaseAgent) -> list[str]: - """Extract tool names from an Agent Framework agent. +def _process_tools( + agent: BaseAgent, + agent_name: str, + nodes: list[UiPathRuntimeNode], + edges: list[UiPathRuntimeEdge], + visited: set[str], +) -> None: + """Process an agent's tools list, separating agent-as-tools from regular tools.""" + tools = get_agent_tools(agent) - Agent Framework tools are function callables passed as tools=[fn1, fn2]. - """ - tools = agent.tools or [] - tool_names: list[str] = [] + agent_tools: list[tuple[str, BaseAgent]] = [] + regular_tools: list[Any] = [] for tool in tools: - name = _get_tool_name(tool) - if name: - tool_names.append(name) + inner_agent = extract_agent_from_tool(tool) + if inner_agent is not None: + tool_name = _get_tool_name(tool) or (inner_agent.name or "agent") + agent_tools.append((tool_name, inner_agent)) + else: + regular_tools.append(tool) + + # Agent-as-tool: add the wrapped agent as a node and recurse + for tool_name, tool_agent in agent_tools: + tool_agent_name = tool_agent.name or "agent" + if tool_agent_name not in visited: + # Recursively add the sub-agent and its own tools + _add_agent_node(tool_agent, nodes, edges, visited) + + edges.append( + UiPathRuntimeEdge( + source=agent_name, target=tool_agent_name, label=tool_name + ) + ) + edges.append( + UiPathRuntimeEdge(source=tool_agent_name, target=agent_name, label=None) + ) + + # Regular tools — aggregate into single tools node + if regular_tools: + tool_names = [_get_tool_name(t) for t in regular_tools] + tool_names = [n for n in tool_names if n] + + if tool_names: + tools_node_id = f"{agent_name}_tools" + nodes.append( + UiPathRuntimeNode( + id=tools_node_id, + name="tools", + type="tool", + subgraph=None, + metadata={ + "tool_names": tool_names, + "tool_count": len(tool_names), + }, + ) + ) + edges.append( + UiPathRuntimeEdge(source=agent_name, target=tools_node_id, label=None) + ) + edges.append( + UiPathRuntimeEdge(source=tools_node_id, target=agent_name, label=None) + ) + + +def _add_agent_node( + agent: BaseAgent, + nodes: list[UiPathRuntimeNode], + edges: list[UiPathRuntimeEdge], + visited: set[str], +) -> None: + """Add an agent node and recursively process its tools.""" + agent_name = agent.name or "agent" + + if agent_name in visited: + return + visited.add(agent_name) + + nodes.append( + UiPathRuntimeNode( + id=agent_name, + name=agent_name, + type="node", + subgraph=None, + metadata=None, + ) + ) + + _process_tools(agent, agent_name, nodes, edges, visited) + + +def extract_agent_from_tool( + tool: FunctionTool | Callable[..., Any], +) -> BaseAgent | None: + """Extract a BaseAgent from a tool created via BaseAgent.as_tool(). + + The as_tool() method creates an async agent_wrapper closure that captures + `self` (the BaseAgent instance). We inspect the closure cells to find it. + """ + if not isinstance(tool, FunctionTool): + return None + + func = getattr(tool, "func", None) + if func is None: + return None + + closure = getattr(func, "__closure__", None) + if not closure: + return None - return tool_names + for cell in closure: + try: + content = cell.cell_contents + if isinstance(content, BaseAgent): + return content + except ValueError: + continue + + return None + + +def get_agent_tools(agent: BaseAgent) -> list[Any]: + """Extract tools list from an Agent Framework agent. + + Tools are stored in agent.default_options["tools"], not on a .tools attribute. + """ + return getattr(agent, "default_options", {}).get("tools", []) def _get_tool_name(tool: FunctionTool | Callable[..., Any]) -> str | None: @@ -189,4 +291,6 @@ def _get_tool_name(tool: FunctionTool | Callable[..., Any]) -> str | None: __all__ = [ "get_entrypoints_schema", "get_agent_graph", + "extract_agent_from_tool", + "get_agent_tools", ] diff --git a/packages/uipath-agent-framework/tests/test_graph.py b/packages/uipath-agent-framework/tests/test_graph.py index e408fa21..99466314 100644 --- a/packages/uipath-agent-framework/tests/test_graph.py +++ b/packages/uipath-agent-framework/tests/test_graph.py @@ -11,7 +11,7 @@ def _make_agent(name="test_agent", tools=None) -> BaseAgent: """Create a mock BaseAgent for testing.""" agent = MagicMock(spec=BaseAgent) agent.name = name - agent.tools = tools or [] + agent.default_options = {"tools": tools or []} return agent @@ -37,7 +37,10 @@ def test_agent_node_type_is_node(self): def test_tools_node_type_is_tool(self): """Tools nodes have type 'tool'.""" - def search(): pass + + def search(): + pass + search.__name__ = "search" tool = search @@ -52,9 +55,7 @@ def test_start_connects_to_agent(self): agent = _make_agent(name="my_agent") graph = get_agent_graph(agent) - start_edge = next( - e for e in graph.edges if e.source == "__start__" - ) + start_edge = next(e for e in graph.edges if e.source == "__start__") assert start_edge.target == "my_agent" assert start_edge.label == "input" @@ -63,17 +64,21 @@ def test_agent_connects_to_end(self): agent = _make_agent(name="my_agent") graph = get_agent_graph(agent) - end_edge = next( - e for e in graph.edges if e.target == "__end__" - ) + end_edge = next(e for e in graph.edges if e.target == "__end__") assert end_edge.source == "my_agent" assert end_edge.label == "output" def test_tools_metadata_contains_names(self): """Tools node metadata includes tool names and count.""" - def search(): pass + + def search(): + pass + search.__name__ = "search" - def calculator(): pass + + def calculator(): + pass + calculator.__name__ = "calculator" tool1 = search tool2 = calculator @@ -82,6 +87,7 @@ def calculator(): pass graph = get_agent_graph(agent) tools_node = next(n for n in graph.nodes if n.id == "agent_tools") + assert tools_node.metadata is not None assert tools_node.metadata["tool_names"] == ["search", "calculator"] assert tools_node.metadata["tool_count"] == 2 @@ -89,7 +95,7 @@ def test_agent_name_fallback(self): """Agent without name falls back to 'agent'.""" agent = MagicMock(spec=BaseAgent) agent.name = None - agent.tools = [] + agent.default_options = {"tools": []} graph = get_agent_graph(agent) node_ids = [n.id for n in graph.nodes] diff --git a/packages/uipath-agent-framework/tests/test_schema.py b/packages/uipath-agent-framework/tests/test_schema.py index 530b6363..84e42eb4 100644 --- a/packages/uipath-agent-framework/tests/test_schema.py +++ b/packages/uipath-agent-framework/tests/test_schema.py @@ -14,7 +14,7 @@ def _make_agent(name="test_agent", tools=None) -> BaseAgent: """Create a mock BaseAgent for testing.""" agent = MagicMock(spec=BaseAgent) agent.name = name - agent.tools = tools or [] + agent.default_options = {"tools": tools or []} return agent @@ -98,10 +98,15 @@ def test_single_agent_graph(self): def test_agent_with_tools(self): """Test graph for agent with regular tools.""" - def search(): pass + + def search(): + pass + search.__name__ = "search" - def calculator(): pass + def calculator(): + pass + calculator.__name__ = "calculator" tool1 = search @@ -131,7 +136,10 @@ def test_agent_without_tools_has_no_tools_node(self): def test_graph_edges_are_bidirectional_for_tools(self): """Tools node has bidirectional edges with agent.""" - def my_tool(): pass + + def my_tool(): + pass + my_tool.__name__ = "my_tool" tool = my_tool @@ -150,7 +158,10 @@ def test_graph_has_correct_node_count_no_tools(self): def test_graph_has_correct_node_count_with_tools(self): """Graph with tools has 4 nodes: __start__, agent, tools, __end__.""" - def my_tool(): pass + + def my_tool(): + pass + my_tool.__name__ = "my_tool" tool = my_tool diff --git a/packages/uipath-agent-framework/uv.lock b/packages/uipath-agent-framework/uv.lock new file mode 100644 index 00000000..b6d5c97e --- /dev/null +++ b/packages/uipath-agent-framework/uv.lock @@ -0,0 +1,2767 @@ +version = 1 +revision = 3 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Co-Authored-By: Claude Opus 4.6 --- README.md | 2 +- packages/uipath-agent-framework/pyproject.toml | 2 +- .../src/uipath_agent_framework/_cli/cli_new.py | 2 +- 3 files changed, 3 insertions(+), 3 deletions(-) diff --git a/README.md b/README.md index 36654de1..d51a8750 100644 --- a/README.md +++ b/README.md @@ -10,7 +10,7 @@ All packages extend the [UiPath Python SDK](https://github.com/UiPath/uipath-pyt |---|---|---|---| | [LlamaIndex](https://www.llamaindex.ai/) | [![PyPI](https://img.shields.io/pypi/v/uipath-llamaindex)](https://pypi.org/project/uipath-llamaindex/) | [![Downloads](https://img.shields.io/pypi/dm/uipath-llamaindex.svg)](https://pypi.org/project/uipath-llamaindex/) | [README](packages/uipath-llamaindex/README.md) · [Docs](https://uipath.github.io/uipath-python/llamaindex/quick_start/) · [Samples](packages/uipath-llamaindex/samples/) | | [OpenAI Agents](https://github.com/openai/openai-agents-python) | [![PyPI](https://img.shields.io/pypi/v/uipath-openai-agents)](https://pypi.org/project/uipath-openai-agents/) | [![Downloads](https://img.shields.io/pypi/dm/uipath-openai-agents.svg)](https://pypi.org/project/uipath-openai-agents/) | [README](packages/uipath-openai-agents/README.md) · [Docs](https://uipath.github.io/uipath-python/openai-agents/quick_start/) · [Samples](packages/uipath-openai-agents/samples/) | -| [Google ADK](https://github.com/google/adk-python) | [![PyPI](https://img.shields.io/pypi/v/uipath-google-adk)](https://pypi.org/project/uipath-google-adk/) | [![Downloads](https://img.shields.io/pypi/dm/uipath-google-adk.svg)](https://pypi.org/project/uipath-google-adk/) | [README](packages/uipath-google-adk/README.md) · [Docs](https://uipath.github.io/uipath-python/google-adk/quick_start/) · [Samples](packages/uipath-google-adk/samples/) | +| [Google ADK](https://github.com/google/adk-python) | [![PyPI](https://img.shields.io/pypi/v/uipath-google-adk)](https://pypi.org/project/uipath-google-adk/) | [![Downloads](https://img.shields.io/pypi/dm/uipath-google-adk.svg)](https://pypi.org/project/uipath-google-adk/) | [README](packages/uipath-google-adk/README.md) · [Samples](packages/uipath-google-adk/samples/) | | [Microsoft Agent Framework](https://github.com/microsoft/agent-framework) | [![PyPI](https://img.shields.io/pypi/v/uipath-agent-framework)](https://pypi.org/project/uipath-agent-framework/) | [![Downloads](https://img.shields.io/pypi/dm/uipath-agent-framework.svg)](https://pypi.org/project/uipath-agent-framework/) | [README](packages/uipath-agent-framework/README.md) · [Samples](packages/uipath-agent-framework/samples/) | diff --git a/packages/uipath-agent-framework/pyproject.toml b/packages/uipath-agent-framework/pyproject.toml index 62528b89..021bf373 100644 --- a/packages/uipath-agent-framework/pyproject.toml +++ b/packages/uipath-agent-framework/pyproject.toml @@ -22,7 +22,7 @@ maintainers = [ ] [project.optional-dependencies] -anthropic = ["anthropic>=0.43.0"] +anthropic = ["anthropic>=0.43.0", "agent-framework-anthropic>=1.0.0b260212"] [project.entry-points."uipath.middlewares"] register = "uipath_agent_framework.middlewares:register_middleware" diff --git a/packages/uipath-agent-framework/src/uipath_agent_framework/_cli/cli_new.py b/packages/uipath-agent-framework/src/uipath_agent_framework/_cli/cli_new.py index ee2c312e..a2c86246 100644 --- a/packages/uipath-agent-framework/src/uipath_agent_framework/_cli/cli_new.py +++ b/packages/uipath-agent-framework/src/uipath_agent_framework/_cli/cli_new.py @@ -38,7 +38,7 @@ def generate_pyproject(target_directory, project_name): description = "{project_name}" authors = [{{ name = "John Doe", email = "john.doe@myemail.com" }}] dependencies = [ - "uipath-agent-framework>=0.0.1, <0.1.0", + "uipath-agent-framework", ] requires-python = ">=3.11" """