diff --git a/agent_starter_pack/agents/ag2/.template/templateconfig.yaml b/agent_starter_pack/agents/ag2/.template/templateconfig.yaml new file mode 100644 index 000000000..5b106a27b --- /dev/null +++ b/agent_starter_pack/agents/ag2/.template/templateconfig.yaml @@ -0,0 +1,24 @@ +# Copyright 2026 Google LLC +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +description: "Multi-agent system powered by AG2 framework" +settings: + requires_data_ingestion: false + deployment_targets: ["cloud_run", "none"] + extra_dependencies: + - "ag2[openai,gemini]>=0.11.4,<1.0" + - "python-dotenv>=1.0.0,<2.0.0" + tags: ["ag2"] + frontend_type: "None" +example_question: "What's the weather in San Francisco?" diff --git a/agent_starter_pack/agents/ag2/README.md b/agent_starter_pack/agents/ag2/README.md new file mode 100644 index 000000000..7e179ab08 --- /dev/null +++ b/agent_starter_pack/agents/ag2/README.md @@ -0,0 +1,50 @@ +# AG2 Multi-Agent Template + +A multi-agent system template powered by [AG2](https://ag2.ai) (formerly AutoGen), an open-source framework with 500K+ monthly PyPI downloads. + +## Overview + +This template demonstrates a ReAct-style agent built with AG2, featuring: +- **Tool Use**: Decorator-based function registration for LLM tool calling +- **Multi-Agent Ready**: Easy to extend with GroupChat for multi-agent orchestration +- **Dual LLM Support**: Vertex AI (Gemini) by default, with Google API key fallback + +## Architecture + +``` +User Message + | + v ++--------------+ +---------------+ +| UserProxy |---->| Assistant | +| (executor) |<----| (LLM agent) | ++--------------+ +---------------+ + | | + v v ++----------+ +----------+ +| Tools | | Gemini | +| (Python | | / GPT | +| funcs) | | | ++----------+ +----------+ +``` + +## Quick Start + +```bash +agent-starter-pack create my-agent --agent ag2 +cd my-agent +make install +make playground +``` + +## Customization + +- Add tools: Define functions with `@user_proxy.register_for_execution()` + `@assistant.register_for_llm()` +- Change model: Update `llm_config` in `app/agent.py` +- Multi-agent: Add GroupChat (see `notebooks/getting_started.ipynb`) + +## Resources + +- [AG2 Documentation](https://docs.ag2.ai) +- [AG2 GitHub](https://github.com/ag2ai/ag2) +- [Agent Starter Pack Docs](https://googlecloudplatform.github.io/agent-starter-pack/) diff --git a/agent_starter_pack/agents/ag2/app/__init__.py b/agent_starter_pack/agents/ag2/app/__init__.py new file mode 100644 index 000000000..7d73e92c8 --- /dev/null +++ b/agent_starter_pack/agents/ag2/app/__init__.py @@ -0,0 +1,15 @@ +# Copyright 2026 Google LLC +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +"""AG2 multi-agent template for Agent Starter Pack.""" diff --git a/agent_starter_pack/agents/ag2/app/agent.py b/agent_starter_pack/agents/ag2/app/agent.py new file mode 100644 index 000000000..173f31783 --- /dev/null +++ b/agent_starter_pack/agents/ag2/app/agent.py @@ -0,0 +1,119 @@ +# ruff: noqa +# Copyright 2026 Google LLC +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +"""AG2 multi-agent implementation with tool use.""" + +import os +from typing import Annotated + +from dotenv import load_dotenv + +from autogen import AssistantAgent, UserProxyAgent, LLMConfig + +load_dotenv() +{%- if not cookiecutter.use_google_api_key %} + +import google.auth + +_, project_id = google.auth.default() +os.environ.setdefault("GOOGLE_CLOUD_PROJECT", project_id) +os.environ.setdefault("GOOGLE_CLOUD_LOCATION", "us-central1") + +llm_config = LLMConfig( + { + "model": "gemini-2.5-flash", + "api_type": "google", + "project_id": os.environ["GOOGLE_CLOUD_PROJECT"], + "location": os.environ["GOOGLE_CLOUD_LOCATION"], + } +) +{%- else %} + +llm_config = LLMConfig( + { + "model": "gemini-2.5-flash", + "api_key": os.environ.get("GOOGLE_API_KEY", ""), + "api_type": "google", + } +) +{%- endif %} + + +# --- Agent Setup --- + +assistant = AssistantAgent( + name="Assistant", + system_message=( + "You are a helpful AI assistant. Use the available tools to answer " + "questions accurately. Reply TERMINATE when the task is complete." + ), + llm_config=llm_config, +) + +user_proxy = UserProxyAgent( + name="User", + human_input_mode="NEVER", + max_consecutive_auto_reply=5, + is_termination_msg=lambda x: x.get("content", "").rstrip().endswith("TERMINATE"), + code_execution_config=False, +) + + +# --- Tool Definitions --- + + +@user_proxy.register_for_execution() +@assistant.register_for_llm(description="Get the current weather for a given location") +def get_weather( + location: Annotated[str, "The city name to get weather for"], +) -> str: + """Simulates a web search. Use it get information on weather.""" + if "sf" in location.lower() or "san francisco" in location.lower(): + return "It's 60 degrees and foggy." + return "It's 90 degrees and sunny." + + +# --- Entry Point --- + + +def run_agent(message: str) -> str: + """Run the AG2 agent with the given user message. + + Args: + message: The user's input message. + + Returns: + The assistant's final response text. + """ + assistant.reset() + user_proxy.reset() + + response = user_proxy.run(assistant, message=message) + + # Extract the summary or last assistant message + if response.summary: + return response.summary.replace("TERMINATE", "").strip() + + for msg in reversed(list(response.messages)): + if msg.get("role") == "assistant": + content = msg.get("content", "") + return content.replace("TERMINATE", "").strip() + + return "No response generated." + + +if __name__ == "__main__": + response = run_agent("What's the weather in San Francisco?") + print(response) diff --git a/agent_starter_pack/agents/ag2/notebooks/getting_started.ipynb b/agent_starter_pack/agents/ag2/notebooks/getting_started.ipynb new file mode 100644 index 000000000..e84fb81b1 --- /dev/null +++ b/agent_starter_pack/agents/ag2/notebooks/getting_started.ipynb @@ -0,0 +1,108 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Getting Started with the AG2 Agent Template\n", + "\n", + "This notebook demonstrates the AG2 (formerly AutoGen) agent template from Agent Starter Pack.\n", + "\n", + "[AG2](https://ag2.ai) is an open-source multi-agent framework with 500K+ monthly PyPI downloads and 4,300+ GitHub stars. It enables building multi-agent systems where agents collaborate, use tools, and solve complex tasks.\n", + "\n", + "## What you'll learn\n", + "- How the AG2 template works\n", + "- How to customize tools and system prompts\n", + "- How to add multiple agents with GroupChat" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": "%pip install \"ag2[openai,gemini]>=0.11.4,<1.0\" python-dotenv -q" + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Basic Usage\n", + "\n", + "The template's `run_agent()` function handles agent setup and execution:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import os\n", + "os.environ[\"OPENAI_API_KEY\"] = \"your-key-here\" # Or use Vertex AI\n", + "\n", + "from app.agent import run_agent\n", + "\n", + "response = run_agent(\"What's the weather in San Francisco?\")\n", + "print(response)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Customizing: Adding Your Own Tools\n", + "\n", + "You can extend the agent by registering additional tools. AG2 uses a decorator pattern for tool registration:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": "from typing import Annotated\nfrom autogen import AssistantAgent, UserProxyAgent, LLMConfig\n\nllm_config = LLMConfig(config_list=[{\n \"model\": \"gpt-4o-mini\",\n \"api_key\": os.environ.get(\"OPENAI_API_KEY\"),\n \"api_type\": \"openai\",\n}])\n\nassistant = AssistantAgent(\n name=\"Assistant\",\n system_message=\"You are a helpful assistant. Use tools to answer questions. Reply TERMINATE when done.\",\n llm_config=llm_config,\n)\n\nuser_proxy = UserProxyAgent(\n name=\"User\",\n human_input_mode=\"NEVER\",\n max_consecutive_auto_reply=5,\n is_termination_msg=lambda x: x.get(\"content\", \"\").rstrip().endswith(\"TERMINATE\"),\n code_execution_config=False,\n)\n\n# Register a custom tool\n@user_proxy.register_for_execution()\n@assistant.register_for_llm(description=\"Calculate the square of a number\")\ndef square(n: Annotated[int, \"The number to square\"]) -> int:\n return n * n\n\nresult = user_proxy.run(assistant, message=\"What is 42 squared?\")" + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Advanced: Multi-Agent GroupChat\n", + "\n", + "AG2's key differentiator is native multi-agent orchestration. Here's how to set up a GroupChat with specialized agents:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": "from autogen import GroupChat, GroupChatManager\n\nresearcher = AssistantAgent(\n name=\"Researcher\",\n system_message=\"You research topics thoroughly and present findings.\",\n llm_config=llm_config,\n)\n\nwriter = AssistantAgent(\n name=\"Writer\",\n system_message=\"You write clear, concise content based on research. Reply TERMINATE when done.\",\n llm_config=llm_config,\n)\n\ncoordinator = UserProxyAgent(\n name=\"Coordinator\",\n human_input_mode=\"NEVER\",\n max_consecutive_auto_reply=0,\n code_execution_config=False,\n)\n\ngroup_chat = GroupChat(\n agents=[coordinator, researcher, writer],\n messages=[],\n max_round=6,\n speaker_selection_method=\"auto\",\n)\n\nmanager = GroupChatManager(\n groupchat=group_chat,\n llm_config=llm_config,\n)\n\nresult = coordinator.run(\n manager,\n message=\"Write a brief overview of how AI is used in weather forecasting.\",\n)" + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Next Steps\n", + "\n", + "- Add more tools in `app/agent.py` for your specific use case\n", + "- Deploy to Cloud Run using `make deploy`\n", + "- Explore [AG2 Documentation](https://docs.ag2.ai) for advanced patterns\n", + "- See [AG2 GroupChat Tutorial](https://docs.ag2.ai/docs/tutorial/conversation-patterns) for complex workflows" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "name": "python", + "version": "3.11.0" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} \ No newline at end of file diff --git a/agent_starter_pack/agents/ag2/tests/integration/test_agent.py b/agent_starter_pack/agents/ag2/tests/integration/test_agent.py new file mode 100644 index 000000000..4a6286889 --- /dev/null +++ b/agent_starter_pack/agents/ag2/tests/integration/test_agent.py @@ -0,0 +1,35 @@ +# Copyright 2026 Google LLC +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +from {{cookiecutter.agent_directory}}.agent import get_weather, run_agent + + +def test_weather_known_city() -> None: + """Test that get_weather returns data for a known city.""" + result = get_weather(location="San Francisco") + assert "60 degrees" in result + assert "foggy" in result.lower() + + +def test_weather_unknown_city() -> None: + """Test that get_weather returns default for an unknown city.""" + result = get_weather(location="Atlantis") + assert "90 degrees" in result + + +def test_run_agent() -> None: + """Test that run_agent returns a non-empty response.""" + response = run_agent("What's the weather in San Francisco?") + assert isinstance(response, str) + assert len(response) > 0 diff --git a/agent_starter_pack/base_templates/python/Makefile b/agent_starter_pack/base_templates/python/Makefile index 7e5efcf95..5cbe317d3 100644 --- a/agent_starter_pack/base_templates/python/Makefile +++ b/agent_starter_pack/base_templates/python/Makefile @@ -85,6 +85,8 @@ playground:{%- if cookiecutter.is_adk_live %} build-frontend-if-needed{%- endif uv run adk web . --port 8501 --reload_agents {%- endif %} {%- endif %} +{%- elif cookiecutter.get("agent_name") == "ag2" and cookiecutter.deployment_target not in ('cloud_run', 'gke') %} + uv run python -m {{cookiecutter.agent_directory}}.agent {%- else %} uv run uvicorn {{cookiecutter.agent_directory}}.fast_api_app:app --host localhost --port 8000 --reload {%- endif %} diff --git a/agent_starter_pack/base_templates/python/{{cookiecutter.agent_directory}}/app_utils/telemetry.py b/agent_starter_pack/base_templates/python/{{cookiecutter.agent_directory}}/app_utils/telemetry.py index 6955bf633..c927c7783 100644 --- a/agent_starter_pack/base_templates/python/{{cookiecutter.agent_directory}}/app_utils/telemetry.py +++ b/agent_starter_pack/base_templates/python/{{cookiecutter.agent_directory}}/app_utils/telemetry.py @@ -79,6 +79,24 @@ def setup_telemetry() -> str | None: {%- endif %} return bucket +{%- elif cookiecutter.agent_name == "ag2" %} + +"""Telemetry setup for AG2 agents.""" + +import logging +import os + +logger = logging.getLogger(__name__) + + +def setup_telemetry() -> str | None: + """Configure telemetry for AG2 agents.""" + bucket = os.environ.get("LOGS_BUCKET_NAME") + if bucket: + logger.info("Telemetry bucket configured: %s", bucket) + else: + logger.info("No telemetry bucket configured") + return bucket {%- else %} """OpenTelemetry setup for LangGraph agents with GenAI instrumentation.""" diff --git a/agent_starter_pack/base_templates/python/{{cookiecutter.agent_directory}}/app_utils/typing.py b/agent_starter_pack/base_templates/python/{{cookiecutter.agent_directory}}/app_utils/typing.py index b5608501b..e8efa1eed 100644 --- a/agent_starter_pack/base_templates/python/{{cookiecutter.agent_directory}}/app_utils/typing.py +++ b/agent_starter_pack/base_templates/python/{{cookiecutter.agent_directory}}/app_utils/typing.py @@ -36,6 +36,16 @@ Field, ) {%- endif %} +{%- elif cookiecutter.agent_name == "ag2" %} +import uuid +from typing import ( + Literal, +) + +from pydantic import ( + BaseModel, + Field, +) {%- else %} import json import uuid @@ -73,6 +83,7 @@ class Request(BaseModel): model_config = {"extra": "allow"} {%- endif %} +{%- elif cookiecutter.agent_name == "ag2" %} {%- else %} @@ -109,7 +120,7 @@ class Feedback(BaseModel): service_name: Literal["{{cookiecutter.project_name}}"] = "{{cookiecutter.project_name}}" user_id: str = Field(default_factory=lambda: str(uuid.uuid4())) session_id: str = Field(default_factory=lambda: str(uuid.uuid4())) -{% if not cookiecutter.is_adk %} +{% if not cookiecutter.is_adk and cookiecutter.agent_name != "ag2" %} def ensure_valid_config(config: RunnableConfig | None) -> RunnableConfig: """Ensures a valid RunnableConfig by setting defaults for missing fields.""" diff --git a/agent_starter_pack/deployment_targets/cloud_run/python/tests/integration/test_server_e2e.py b/agent_starter_pack/deployment_targets/cloud_run/python/tests/integration/test_server_e2e.py index 7b036b5d6..3ed87c99f 100644 --- a/agent_starter_pack/deployment_targets/cloud_run/python/tests/integration/test_server_e2e.py +++ b/agent_starter_pack/deployment_targets/cloud_run/python/tests/integration/test_server_e2e.py @@ -218,8 +218,10 @@ def test_feedback_endpoint(server_fixture: subprocess.Popen[str]) -> None: assert response.json() == {"status": "success"} logger.info("Feedback endpoint test passed") {%- else %} +{%- if cookiecutter.agent_name != "ag2" %} import json +{%- endif %} import logging import os import subprocess @@ -260,6 +262,8 @@ def test_feedback_endpoint(server_fixture: subprocess.Popen[str]) -> None: AGENT_CARD_URL = A2A_RPC_URL + ".well-known/agent-card.json" {%- elif cookiecutter.is_adk %} STREAM_URL = BASE_URL + "run_sse" +{%- elif cookiecutter.agent_name == "ag2" %} +QUERY_URL = BASE_URL + "query" {%- else %} STREAM_URL = BASE_URL + "stream_messages" {%- endif %} @@ -427,6 +431,18 @@ def test_chat_stream(server_fixture: subprocess.Popen[str]) -> None: for part in artifact.parts ) assert has_text, "No text content found in artifact" +{%- elif cookiecutter.agent_name == "ag2" %} + """Test the query functionality.""" + logger.info("Starting query test") + + data = {"message": "Hi!"} + response = requests.post(QUERY_URL, headers=HEADERS, json=data, timeout=60) + assert response.status_code == 200 + + result = response.json() + assert "response" in result, "Response should contain 'response' field" + assert isinstance(result["response"], str), "Response should be a string" + assert len(result["response"]) > 0, "Response should not be empty" {%- else %} """Test the chat stream functionality.""" logger.info("Starting chat stream test") @@ -608,6 +624,19 @@ def test_chat_stream_error_handling(server_fixture: subprocess.Popen[str]) -> No # Assert error for invalid parameters assert error_response.error.code == -32602 + logger.info("Error handling test completed successfully") +{%- elif cookiecutter.agent_name == "ag2" %} + + +def test_query_error_handling(server_fixture: subprocess.Popen[str]) -> None: + """Test the query error handling with invalid input.""" + logger.info("Starting query error handling test") + data = {"invalid_field": "this should fail"} + response = requests.post(QUERY_URL, headers=HEADERS, json=data, timeout=10) + + assert response.status_code == 422, ( + f"Expected status code 422, got {response.status_code}" + ) logger.info("Error handling test completed successfully") {%- else %} diff --git a/agent_starter_pack/deployment_targets/cloud_run/python/tests/load_test/load_test.py b/agent_starter_pack/deployment_targets/cloud_run/python/tests/load_test/load_test.py index a166ccae7..cee3fdf35 100644 --- a/agent_starter_pack/deployment_targets/cloud_run/python/tests/load_test/load_test.py +++ b/agent_starter_pack/deployment_targets/cloud_run/python/tests/load_test/load_test.py @@ -230,6 +230,9 @@ def chat_message(self) -> None: {%- elif cookiecutter.is_adk %} ENDPOINT = "/run_sse" +{%- elif cookiecutter.agent_name == "ag2" %} + +ENDPOINT = "/query" {%- else %} ENDPOINT = "/stream_messages" @@ -306,6 +309,8 @@ def chat_stream(self) -> None: }, "streaming": True, } +{%- elif cookiecutter.agent_name == "ag2" %} + data = {"message": "Hello! What's the weather in New York?"} {%- else %} data = { "input": { @@ -328,8 +333,10 @@ def chat_stream(self) -> None: headers=headers, json=data, catch_response=True, +{%- if cookiecutter.agent_name != "ag2" %} stream=True, params={"alt": "sse"}, +{%- endif %} ) as response: {%- endif %} if response.status_code == 200: diff --git a/agent_starter_pack/deployment_targets/cloud_run/python/{{cookiecutter.agent_directory}}/fast_api_app.py b/agent_starter_pack/deployment_targets/cloud_run/python/{{cookiecutter.agent_directory}}/fast_api_app.py index c6a248f97..285cb6c9c 100644 --- a/agent_starter_pack/deployment_targets/cloud_run/python/{{cookiecutter.agent_directory}}/fast_api_app.py +++ b/agent_starter_pack/deployment_targets/cloud_run/python/{{cookiecutter.agent_directory}}/fast_api_app.py @@ -469,6 +469,52 @@ async def lifespan(app_instance: FastAPI) -> AsyncIterator[None]: app.title = "{{cookiecutter.project_name}}" app.description = "API for interacting with the Agent {{cookiecutter.project_name}}" {%- endif %} +{% elif cookiecutter.agent_name == "ag2" %} +import logging + +from fastapi import FastAPI +from pydantic import BaseModel + +from {{cookiecutter.agent_directory}}.agent import run_agent +from {{cookiecutter.agent_directory}}.app_utils.typing import Feedback + +logger = logging.getLogger(__name__) + +try: + from google.cloud import logging as google_cloud_logging + + logging_client = google_cloud_logging.Client() + logging_client.setup_logging() +except Exception: + logging.basicConfig(level=logging.INFO) + + +class QueryRequest(BaseModel): + message: str + + +class QueryResponse(BaseModel): + response: str + + +app = FastAPI( + title="{{cookiecutter.project_name}}", + description="API for interacting with the Agent {{cookiecutter.project_name}}", +) + + +@app.post("/query", response_model=QueryResponse) +def query(request: QueryRequest) -> QueryResponse: + """Run the AG2 agent with the given message.""" + logger.info(f"Received query: {request.message}") + response = run_agent(request.message) + return QueryResponse(response=response) + + +@app.get("/health") +def health() -> dict[str, str]: + """Health check endpoint.""" + return {"status": "healthy"} {% else %} import os from collections.abc import AsyncIterator @@ -558,7 +604,11 @@ def collect_feedback(feedback: Feedback) -> dict[str, str]: Returns: Success message """ +{%- if cookiecutter.get("agent_name") == "ag2" %} + logger.info("Feedback received: %s", feedback.model_dump()) +{%- else %} logger.log_struct(feedback.model_dump(), severity="INFO") +{%- endif %} return {"status": "success"} diff --git a/agent_starter_pack/deployment_targets/gke/python/tests/integration/test_server_e2e.py b/agent_starter_pack/deployment_targets/gke/python/tests/integration/test_server_e2e.py index 7b036b5d6..3ed87c99f 100644 --- a/agent_starter_pack/deployment_targets/gke/python/tests/integration/test_server_e2e.py +++ b/agent_starter_pack/deployment_targets/gke/python/tests/integration/test_server_e2e.py @@ -218,8 +218,10 @@ def test_feedback_endpoint(server_fixture: subprocess.Popen[str]) -> None: assert response.json() == {"status": "success"} logger.info("Feedback endpoint test passed") {%- else %} +{%- if cookiecutter.agent_name != "ag2" %} import json +{%- endif %} import logging import os import subprocess @@ -260,6 +262,8 @@ def test_feedback_endpoint(server_fixture: subprocess.Popen[str]) -> None: AGENT_CARD_URL = A2A_RPC_URL + ".well-known/agent-card.json" {%- elif cookiecutter.is_adk %} STREAM_URL = BASE_URL + "run_sse" +{%- elif cookiecutter.agent_name == "ag2" %} +QUERY_URL = BASE_URL + "query" {%- else %} STREAM_URL = BASE_URL + "stream_messages" {%- endif %} @@ -427,6 +431,18 @@ def test_chat_stream(server_fixture: subprocess.Popen[str]) -> None: for part in artifact.parts ) assert has_text, "No text content found in artifact" +{%- elif cookiecutter.agent_name == "ag2" %} + """Test the query functionality.""" + logger.info("Starting query test") + + data = {"message": "Hi!"} + response = requests.post(QUERY_URL, headers=HEADERS, json=data, timeout=60) + assert response.status_code == 200 + + result = response.json() + assert "response" in result, "Response should contain 'response' field" + assert isinstance(result["response"], str), "Response should be a string" + assert len(result["response"]) > 0, "Response should not be empty" {%- else %} """Test the chat stream functionality.""" logger.info("Starting chat stream test") @@ -608,6 +624,19 @@ def test_chat_stream_error_handling(server_fixture: subprocess.Popen[str]) -> No # Assert error for invalid parameters assert error_response.error.code == -32602 + logger.info("Error handling test completed successfully") +{%- elif cookiecutter.agent_name == "ag2" %} + + +def test_query_error_handling(server_fixture: subprocess.Popen[str]) -> None: + """Test the query error handling with invalid input.""" + logger.info("Starting query error handling test") + data = {"invalid_field": "this should fail"} + response = requests.post(QUERY_URL, headers=HEADERS, json=data, timeout=10) + + assert response.status_code == 422, ( + f"Expected status code 422, got {response.status_code}" + ) logger.info("Error handling test completed successfully") {%- else %} diff --git a/agent_starter_pack/deployment_targets/gke/python/tests/load_test/load_test.py b/agent_starter_pack/deployment_targets/gke/python/tests/load_test/load_test.py index a166ccae7..f6ad5ece2 100644 --- a/agent_starter_pack/deployment_targets/gke/python/tests/load_test/load_test.py +++ b/agent_starter_pack/deployment_targets/gke/python/tests/load_test/load_test.py @@ -230,6 +230,9 @@ def chat_message(self) -> None: {%- elif cookiecutter.is_adk %} ENDPOINT = "/run_sse" +{%- elif cookiecutter.agent_name == "ag2" %} + +ENDPOINT = "/query" {%- else %} ENDPOINT = "/stream_messages" @@ -306,6 +309,8 @@ def chat_stream(self) -> None: }, "streaming": True, } +{%- elif cookiecutter.agent_name == "ag2" %} + data = {"message": "Hello! What's the weather in New York?"} {%- else %} data = { "input": { @@ -328,7 +333,9 @@ def chat_stream(self) -> None: headers=headers, json=data, catch_response=True, +{%- if cookiecutter.agent_name != "ag2" %} stream=True, +{%- endif %} params={"alt": "sse"}, ) as response: {%- endif %} diff --git a/agent_starter_pack/deployment_targets/gke/python/{{cookiecutter.agent_directory}}/fast_api_app.py b/agent_starter_pack/deployment_targets/gke/python/{{cookiecutter.agent_directory}}/fast_api_app.py index c6a248f97..285cb6c9c 100644 --- a/agent_starter_pack/deployment_targets/gke/python/{{cookiecutter.agent_directory}}/fast_api_app.py +++ b/agent_starter_pack/deployment_targets/gke/python/{{cookiecutter.agent_directory}}/fast_api_app.py @@ -469,6 +469,52 @@ async def lifespan(app_instance: FastAPI) -> AsyncIterator[None]: app.title = "{{cookiecutter.project_name}}" app.description = "API for interacting with the Agent {{cookiecutter.project_name}}" {%- endif %} +{% elif cookiecutter.agent_name == "ag2" %} +import logging + +from fastapi import FastAPI +from pydantic import BaseModel + +from {{cookiecutter.agent_directory}}.agent import run_agent +from {{cookiecutter.agent_directory}}.app_utils.typing import Feedback + +logger = logging.getLogger(__name__) + +try: + from google.cloud import logging as google_cloud_logging + + logging_client = google_cloud_logging.Client() + logging_client.setup_logging() +except Exception: + logging.basicConfig(level=logging.INFO) + + +class QueryRequest(BaseModel): + message: str + + +class QueryResponse(BaseModel): + response: str + + +app = FastAPI( + title="{{cookiecutter.project_name}}", + description="API for interacting with the Agent {{cookiecutter.project_name}}", +) + + +@app.post("/query", response_model=QueryResponse) +def query(request: QueryRequest) -> QueryResponse: + """Run the AG2 agent with the given message.""" + logger.info(f"Received query: {request.message}") + response = run_agent(request.message) + return QueryResponse(response=response) + + +@app.get("/health") +def health() -> dict[str, str]: + """Health check endpoint.""" + return {"status": "healthy"} {% else %} import os from collections.abc import AsyncIterator @@ -558,7 +604,11 @@ def collect_feedback(feedback: Feedback) -> dict[str, str]: Returns: Success message """ +{%- if cookiecutter.get("agent_name") == "ag2" %} + logger.info("Feedback received: %s", feedback.model_dump()) +{%- else %} logger.log_struct(feedback.model_dump(), severity="INFO") +{%- endif %} return {"status": "success"} diff --git a/agent_starter_pack/resources/locks/uv-ag2-cloud_run.lock b/agent_starter_pack/resources/locks/uv-ag2-cloud_run.lock new file mode 100644 index 000000000..20e15a4a2 --- /dev/null +++ b/agent_starter_pack/resources/locks/uv-ag2-cloud_run.lock @@ -0,0 +1,5463 @@ +version = 1 +revision = 3 +requires-python = ">=3.10, <3.14" +resolution-markers = [ + "python_full_version >= '3.13' and sys_platform == 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