diff --git a/agents-core/pyproject.toml b/agents-core/pyproject.toml index 95e032cb0..a7d6da6c2 100644 --- a/agents-core/pyproject.toml +++ b/agents-core/pyproject.toml @@ -27,6 +27,8 @@ dependencies = [ "numpy>=1.24.0", "mcp>=1.16.0", "colorlog>=6.10.1", + "fastapi>=0.128.0", + "uvicorn>=0.38.0", ] [project.urls] diff --git a/agents-core/vision_agents/core/__init__.py b/agents-core/vision_agents/core/__init__.py index 13736d18e..8e6f6c1da 100644 --- a/agents-core/vision_agents/core/__init__.py +++ b/agents-core/vision_agents/core/__init__.py @@ -1,8 +1,15 @@ -from vision_agents.core.edge.types import User - from vision_agents.core.agents import Agent - +from vision_agents.core.agents.agent_launcher import AgentLauncher, AgentSession from vision_agents.core.cli.cli_runner import cli -from vision_agents.core.agents.agent_launcher import AgentLauncher +from vision_agents.core.edge.types import User +from vision_agents.core.runner import Runner, ServeOptions -__all__ = ["Agent", "User", "cli", "AgentLauncher"] +__all__ = [ + "Agent", + "User", + "cli", + "AgentLauncher", + "AgentSession", + "Runner", + "ServeOptions", +] diff --git a/agents-core/vision_agents/core/agents/agent_launcher.py b/agents-core/vision_agents/core/agents/agent_launcher.py index a2b164423..b6bebbf0b 100644 --- a/agents-core/vision_agents/core/agents/agent_launcher.py +++ b/agents-core/vision_agents/core/agents/agent_launcher.py @@ -1,7 +1,18 @@ import asyncio import logging import weakref -from typing import TYPE_CHECKING, Awaitable, Callable, Optional +from asyncio import Task +from dataclasses import dataclass, field +from datetime import datetime, timezone +from typing import ( + TYPE_CHECKING, + Any, + AsyncIterator, + Callable, + Coroutine, + Optional, + cast, +) from vision_agents.core.utils.utils import await_or_run, cancel_and_wait from vision_agents.core.warmup import Warmable, WarmupCache @@ -12,6 +23,31 @@ logger = logging.getLogger(__name__) +@dataclass +class AgentSession: + agent: "Agent" + call_id: str + started_at: datetime + task: asyncio.Task + config: dict = field(default_factory=dict) + created_by: Optional[Any] = None + + @property + def finished(self) -> bool: + return self.task.done() + + @property + def id(self) -> str: + return self.agent.id + + async def wait(self): + """ + Wait for the session task to finish running. + """ + return await self.task + + +# TODO: Rename to `AgentManager`. class AgentLauncher: """ Agent launcher that handles warmup and lifecycle management. @@ -22,8 +58,8 @@ class AgentLauncher: def __init__( self, - create_agent: Callable[..., "Agent" | Awaitable["Agent"]], - join_call: Callable[..., None | Awaitable[None]] | None = None, + create_agent: Callable[..., "Agent" | Coroutine[Any, Any, "Agent"]], + join_call: Callable[["Agent", str, str], Coroutine], agent_idle_timeout: float = 60.0, agent_idle_cleanup_interval: float = 5.0, ): @@ -37,8 +73,8 @@ def __init__( `0` means idle agents won't leave the call until it's ended. """ - self.create_agent = create_agent - self.join_call = join_call + self._create_agent = create_agent + self._join_call = join_call self._warmup_lock = asyncio.Lock() self._warmup_cache = WarmupCache() @@ -55,6 +91,7 @@ def __init__( self._running = False self._cleanup_task: Optional[asyncio.Task] = None self._warmed_up: bool = False + self._sessions: dict[str, AgentSession] = {} async def start(self): if self._running: @@ -70,6 +107,12 @@ async def stop(self): self._running = False if self._cleanup_task: await cancel_and_wait(self._cleanup_task) + + coros = [cancel_and_wait(s.task) for s in self._sessions.values()] + async for result in cast(AsyncIterator[Task], asyncio.as_completed(coros)): + if result.done() and not result.cancelled() and result.exception(): + logger.error(f"Failed to cancel the agent task: {result.exception()}") + logger.debug("AgentLauncher stopped") async def warmup(self) -> None: @@ -86,13 +129,25 @@ async def warmup(self) -> None: logger.info("Creating agent...") # Create a dry-run Agent instance and warmup its components for the first time. - agent: "Agent" = await await_or_run(self.create_agent) + agent: "Agent" = await await_or_run(self._create_agent) logger.info("Warming up agent components...") await self._warmup_agent(agent) self._warmed_up = True logger.info("Agent warmup completed") + @property + def warmed_up(self) -> bool: + return self._warmed_up + + @property + def running(self) -> bool: + return self._running + + @property + def ready(self) -> bool: + return self.warmed_up and self.running + async def launch(self, **kwargs) -> "Agent": """ Launch the agent. @@ -103,11 +158,70 @@ async def launch(self, **kwargs) -> "Agent": Returns: The Agent instance """ - agent: "Agent" = await await_or_run(self.create_agent, **kwargs) + agent: "Agent" = await await_or_run(self._create_agent, **kwargs) await self._warmup_agent(agent) self._active_agents.add(agent) return agent + async def start_session( + self, + call_id: str, + call_type: str = "default", + created_by: Optional[Any] = None, + video_track_override_path: Optional[str] = None, + ) -> AgentSession: + agent: "Agent" = await self.launch() + if video_track_override_path: + agent.set_video_track_override_path(video_track_override_path) + + task = asyncio.create_task( + self._join_call(agent, call_type, call_id), name=f"agent-{agent.id}" + ) + + # Remove the session when the task is done + def _done_cb(_, agent_id_=agent.id): + self._sessions.pop(agent_id_, None) + + task.add_done_callback(_done_cb) + session = AgentSession( + agent=agent, + task=task, + started_at=datetime.now(timezone.utc), + call_id=call_id, + created_by=created_by, + ) + self._sessions[agent.id] = session + logger.info(f"Start agent session with id {session.id}") + return session + + async def close_session(self, session_id: str, wait: bool = False) -> bool: + """ + Close session with id `session_id`. + Returns `True` if session was found and closed, `False` otherwise. + + Args: + session_id: session id + wait: when True, wait for the underlying agent to finish. + Otherwise, just cancel the task and return. + + Returns: + `True` if session was found and closed, `False` otherwise. + """ + session = self._sessions.pop(session_id, None) + if session is None: + # The session is either closed or doesn't exist, exit early + return False + + logger.info(f"Closing agent session with id {session.id}") + if wait: + await cancel_and_wait(session.task) + else: + session.task.cancel() + return True + + def get_session(self, session_id: str) -> Optional[AgentSession]: + return self._sessions.get(session_id) + async def _warmup_agent(self, agent: "Agent") -> None: """ Go over the Agent's dependencies and trigger `.warmup()` on them. diff --git a/agents-core/vision_agents/core/agents/agents.py b/agents-core/vision_agents/core/agents/agents.py index 739a7813e..2d3c69475 100644 --- a/agents-core/vision_agents/core/agents/agents.py +++ b/agents-core/vision_agents/core/agents/agents.py @@ -49,6 +49,7 @@ from ..llm.llm import LLM, AudioLLM, VideoLLM from ..llm.realtime import Realtime from ..mcp import MCPBaseServer, MCPManager +from ..observability import MetricsCollector from ..observability.agent import AgentMetrics from ..processors.base_processor import ( AudioProcessor, @@ -148,6 +149,7 @@ def __init__( if not self.agent_user.id: self.agent_user.id = f"agent-{uuid4()}" + self._id = str(uuid4()) self._pending_turn: Optional[LLMTurn] = None self.call: Optional[Call] = None @@ -254,6 +256,11 @@ def __init__( self._close_lock = asyncio.Lock() self._closed = False self._metrics = AgentMetrics() + self._collector = MetricsCollector(self) + + @property + def id(self) -> str: + return self._id async def _finish_llm_turn(self): if self._pending_turn is None or self._pending_turn.response is None: diff --git a/agents-core/vision_agents/core/cli/cli_runner.py b/agents-core/vision_agents/core/cli/cli_runner.py index 0b21095ab..95b37c104 100644 --- a/agents-core/vision_agents/core/cli/cli_runner.py +++ b/agents-core/vision_agents/core/cli/cli_runner.py @@ -121,15 +121,11 @@ async def _run(): await agent.edge.open_demo_for_agent(agent, call_type, call_id) # Join call if join_call function is provided - if launcher.join_call: - logger.info(f"📞 Joining call: {call_type}/{call_id}") - result = launcher.join_call(agent, call_type, call_id) - if asyncio.iscoroutine(result): - await result - else: - logger.warning( - '⚠️ No "join_call" function provided; the agent is created but will not join the call' - ) + logger.info(f"📞 Joining call: {call_type}/{call_id}") + session = await launcher.start_session( + call_id, call_type, video_track_override_path=video_track_override + ) + await session.wait() except KeyboardInterrupt: logger.info("🛑 Received interrupt signal, shutting down gracefully...") except Exception as e: diff --git a/agents-core/vision_agents/core/observability/agent.py b/agents-core/vision_agents/core/observability/agent.py index 34a406589..1040ab44c 100644 --- a/agents-core/vision_agents/core/observability/agent.py +++ b/agents-core/vision_agents/core/observability/agent.py @@ -1,5 +1,7 @@ import abc +import dataclasses from dataclasses import dataclass, field +from typing import Iterable class _Metric(abc.ABC): @@ -143,3 +145,25 @@ class AgentMetrics: video_processing_latency_ms__avg: Average = field( default_factory=lambda: Average("Average video frame processing latency") ) + + def to_dict(self, fields: Iterable[str] = ()) -> dict[str, int | float | None]: + """ + Convert metrics into a dictionary {: }. + + Args: + fields: optional list of fields to extract. If empty, extract all fields. + + Returns: + a dictionary {: } + + """ + all_fields = dataclasses.asdict(self) + result = {} + fields = fields or list(all_fields.keys()) + + for field_name in fields: + field_ = all_fields.get(field_name) + if field_ is None: + raise ValueError(f"Unknown field: {field_name}") + result[field_name] = field_.value() + return result diff --git a/agents-core/vision_agents/core/runner/__init__.py b/agents-core/vision_agents/core/runner/__init__.py new file mode 100644 index 000000000..239224532 --- /dev/null +++ b/agents-core/vision_agents/core/runner/__init__.py @@ -0,0 +1,2 @@ +from .http.options import ServeOptions as ServeOptions +from .runner import Runner as Runner diff --git a/agents-core/vision_agents/core/runner/http/__init__.py b/agents-core/vision_agents/core/runner/http/__init__.py new file mode 100644 index 000000000..e69de29bb diff --git a/agents-core/vision_agents/core/runner/http/api.py b/agents-core/vision_agents/core/runner/http/api.py new file mode 100644 index 000000000..bc994fa6b --- /dev/null +++ b/agents-core/vision_agents/core/runner/http/api.py @@ -0,0 +1,218 @@ +import logging +from contextlib import asynccontextmanager +from datetime import datetime, timezone +from typing import Any, Optional + +from fastapi import APIRouter, Depends, FastAPI, HTTPException, status +from fastapi.responses import Response +from vision_agents.core import AgentLauncher +from vision_agents.core.agents.agent_launcher import AgentSession + +from .dependencies import ( + can_close_session, + can_start_session, + can_view_metrics, + can_view_session, + get_current_user, + get_launcher, + get_session, +) +from .models import ( + GetAgentSessionMetricsResponse, + GetAgentSessionResponse, + StartSessionRequest, + StartSessionResponse, +) + +__all__ = ["router", "lifespan"] + + +logger = logging.getLogger(__name__) + + +@asynccontextmanager +async def lifespan(app: FastAPI): + launcher: AgentLauncher = app.state.launcher + + try: + await launcher.start() + yield + finally: + await launcher.stop() + + +router = APIRouter() + + +@router.post( + "/sessions", + response_model=StartSessionResponse, + status_code=status.HTTP_201_CREATED, + summary="Join call with an agent", + description="Start a new agent and have it join the specified call.", + dependencies=[Depends(can_start_session)], +) +async def start_session( + request: StartSessionRequest, + launcher: AgentLauncher = Depends(get_launcher), + user: Any = Depends(get_current_user), +) -> StartSessionResponse: + """Start an agent and join a call.""" + + try: + session = await launcher.start_session( + call_id=request.call_id, call_type=request.call_type, created_by=user + ) + except Exception as e: + logger.exception("Failed to start agent") + raise HTTPException( + status_code=status.HTTP_500_INTERNAL_SERVER_ERROR, + detail=f"Failed to start agent: {str(e)}", + ) from e + + return StartSessionResponse( + session_id=session.id, + call_id=session.call_id, + session_started_at=session.started_at, + config=session.config, + ) + + +@router.delete( + "/sessions/{session_id}", + summary="Close the agent session and remove it from call", + dependencies=[Depends(can_close_session)], +) +async def close_session( + session_id: str, + launcher: AgentLauncher = Depends(get_launcher), +) -> Response: + """ + Stop an agent and remove it from a call. + """ + + closed = await launcher.close_session(session_id) + if not closed: + raise HTTPException( + status_code=status.HTTP_404_NOT_FOUND, + detail=f"Session with id '{session_id}' not found", + ) + + return Response(status_code=204) + + +@router.post( + "/sessions/{session_id}/close", + summary="Close the agent session via sendBeacon (POST alternative to DELETE).", + description="Alternative endpoint for agent leave via sendBeacon. " + "sendBeacon only supports POST requests.", + dependencies=[Depends(can_close_session)], +) +async def close_session_beacon( + session_id: str, + launcher: AgentLauncher = Depends(get_launcher), +) -> Response: + """ + Stop an agent via sendBeacon (POST alternative to DELETE). + """ + + closed = await launcher.close_session(session_id) + if not closed: + raise HTTPException( + status_code=status.HTTP_404_NOT_FOUND, + detail=f"Session with id '{session_id}' not found", + ) + + return Response(status_code=200) + + +@router.get( + "/sessions/{session_id}", + response_model=GetAgentSessionResponse, + summary="Get info about a running agent session", + dependencies=[Depends(can_view_session)], +) +async def get_session_info( + session_id: str, + session: Optional[AgentSession] = Depends(get_session), +) -> GetAgentSessionResponse: + """ + Get info about a running agent session. + """ + + if session is None: + raise HTTPException( + status_code=status.HTTP_404_NOT_FOUND, + detail=f"Session with id '{session_id}' not found", + ) + + response = GetAgentSessionResponse( + session_id=session.id, + call_id=session.call_id, + config=session.config, + session_started_at=session.started_at, + ) + return response + + +@router.get( + "/sessions/{session_id}/metrics", + response_model=GetAgentSessionMetricsResponse, + summary="Get info about a running agent session", + dependencies=[Depends(can_view_metrics)], +) +async def get_session_metrics( + session_id: str, + session: Optional[AgentSession] = Depends(get_session), +) -> GetAgentSessionMetricsResponse: + """ + Get metrics for the running agent session. + """ + + if session is None: + raise HTTPException( + status_code=status.HTTP_404_NOT_FOUND, + detail=f"Session with id '{session_id}' not found", + ) + + metrics_dict = session.agent.metrics.to_dict( + fields=[ + "llm_latency_ms__avg", + "llm_time_to_first_token_ms__avg", + "llm_input_tokens__total", + "llm_output_tokens__total", + "stt_latency_ms__avg", + "tts_latency_ms__avg", + "realtime_audio_input_duration_ms__total", + "realtime_audio_output_duration_ms__total", + ] + ) + response = GetAgentSessionMetricsResponse( + session_id=session.id, + call_id=session.call_id, + session_started_at=session.started_at, + metrics_generated_at=datetime.now(timezone.utc), + metrics=metrics_dict, + ) + return response + + +@router.get("/health") +async def health() -> Response: + """ + Check if the server is alive. + """ + return Response(status_code=200) + + +@router.get("/ready") +async def ready(launcher: AgentLauncher = Depends(get_launcher)) -> Response: + """ + Check if the server is ready to spawn new agents. + """ + if launcher.ready: + return Response(status_code=200) + else: + raise HTTPException( + status_code=400, detail="Server is not ready to accept requests" + ) diff --git a/agents-core/vision_agents/core/runner/http/dependencies.py b/agents-core/vision_agents/core/runner/http/dependencies.py new file mode 100644 index 000000000..db05bfb0b --- /dev/null +++ b/agents-core/vision_agents/core/runner/http/dependencies.py @@ -0,0 +1,39 @@ +from typing import Any, Optional + +from fastapi import Depends, Request +from vision_agents.core import AgentLauncher, AgentSession + +from .options import ServeOptions + + +def get_current_user() -> Any: + return None + + +def can_start_session(): ... + + +def can_close_session(): ... + + +def can_view_session(): ... + + +def can_view_metrics(): ... + + +def get_launcher(request: Request) -> AgentLauncher: + """ + Get an agent launcher from the FastAPI app + """ + return request.app.state.launcher + + +def get_options(request: Request) -> ServeOptions: + return request.app.state.options + + +def get_session( + session_id: str, launcher: AgentLauncher = Depends(get_launcher) +) -> Optional[AgentSession]: + return launcher.get_session(session_id=session_id) diff --git a/agents-core/vision_agents/core/runner/http/models.py b/agents-core/vision_agents/core/runner/http/models.py new file mode 100644 index 000000000..96a375965 --- /dev/null +++ b/agents-core/vision_agents/core/runner/http/models.py @@ -0,0 +1,46 @@ +"""Pydantic models for agent API requests and responses.""" + +from datetime import datetime + +from pydantic import BaseModel, Field + + +class StartSessionRequest(BaseModel): + """Request body for joining a call.""" + + call_id: str = Field(..., description="Unique identifier of the call to join") + call_type: str = Field(default="default", description="Type of the call to join") + + +class StartSessionResponse(BaseModel): + """Response after successfully starting an agent.""" + + session_id: str = Field(..., description="The ID of the agent session") + call_id: str = Field(..., description="The ID of the call") + config: dict + session_started_at: datetime + + +class GetAgentSessionResponse(BaseModel): + """Details about an active agent session.""" + + session_id: str + call_id: str + config: dict + session_started_at: datetime + + +class GetAgentSessionMetricsResponse(BaseModel): + """Metrics of the active agent session.""" + + session_id: str = Field(..., description="The ID of the agent session") + call_id: str = Field(..., description="The ID of the current call") + metrics: dict[str, int | float | None] = Field( + ..., description="Dictionary of metrics" + ) + session_started_at: datetime = Field( + ..., description="Date and time in UTC at which the session was started" + ) + metrics_generated_at: datetime = Field( + ..., description="Date and time in UTC at which the metrics were generated" + ) diff --git a/agents-core/vision_agents/core/runner/http/options.py b/agents-core/vision_agents/core/runner/http/options.py new file mode 100644 index 000000000..99a221944 --- /dev/null +++ b/agents-core/vision_agents/core/runner/http/options.py @@ -0,0 +1,55 @@ +from typing import Any, Callable, Iterable, Optional + +import pydantic_settings +from fastapi import FastAPI + + +def allow_all() -> Any: + return None + + +def get_user_noop() -> Any: + return None + + +class ServeOptions(pydantic_settings.BaseSettings): + """ + A collection of configuration options for the "serve" mode. + + Args: + fast_api: an optional instance of FastAPI. + When passed, it is assumed that this is a fully-configured FastAPI instance, and no + other configuration will be applied to it. + Use it to completely override the API with your own. + + cors_allow_origins: CORS allow origins. + cors_allow_methods: CORS allow methods. + cors_allow_headers: CORS allow headers. + cors_allow_credentials: CORS allow credentials. + + can_start_session: a callable to verify if the user can start a new session. + It can request FastAPI dependencies via Depends(). + can_close_session: a callable to verify if the user can close a given session. + It can request FastAPI dependencies via Depends(). + can_view_session: a callable to verify if the user can view a session. + It can request FastAPI dependencies via Depends(). + can_view_metrics: a callable to verify if the user can view metrics for the session. + It can request FastAPI dependencies via Depends(). + get_current_user: a callable to configure how the current user is determined during requests. + The current user will be stored in `AgentSession.created_by` field for the new sessions, + and it can be used to verify who created the session. + The implementation of callable itself is completely arbitrary and depends on the use case. + The callable can request FastAPI dependencies via Depends(), too. + + """ + + fast_api: Optional[FastAPI] = None + cors_allow_origins: Iterable[str] = ("*",) + cors_allow_methods: Iterable[str] = ("*",) + cors_allow_headers: Iterable[str] = ("*",) + cors_allow_credentials: bool = True + can_start_session: Callable = allow_all + can_close_session: Callable = allow_all + can_view_session: Callable = allow_all + can_view_metrics: Callable = allow_all + get_current_user: Callable = get_user_noop diff --git a/agents-core/vision_agents/core/runner/runner.py b/agents-core/vision_agents/core/runner/runner.py new file mode 100644 index 000000000..01bd3e65b --- /dev/null +++ b/agents-core/vision_agents/core/runner/runner.py @@ -0,0 +1,343 @@ +import asyncio +import logging +import warnings +from typing import Optional +from uuid import uuid4 + +import click +import uvicorn +from fastapi import FastAPI +from fastapi.middleware.cors import CORSMiddleware +from vision_agents.core import AgentLauncher +from vision_agents.core.utils.logging import ( + configure_fastapi_loggers, + configure_sdk_logger, +) + +from .http.api import lifespan, router +from .http.dependencies import ( + can_close_session, + can_start_session, + can_view_metrics, + can_view_session, + get_current_user, +) +from .http.options import ServeOptions + +logger = logging.getLogger(__name__) + +# TODO: +# - Figure out how to serialize the agent config into some dict +# - Docs + +asyncio_logger = logging.getLogger("asyncio") + + +class Runner: + """ + A class to run Agents. + + Use `.run()` to run a single agent as a console app. + Use `.serve()` to start a basic HTTP server that spawns agents to calls. + Use `.cli()` for the CLI interface + + + Examples: + ```python + # agent.py + from vision_agents.core import Runner, ServeOptions + + launcher = AgentLauncher(...) + runner = Runner(launcher=launcher, serve_options=ServeOptions()) + + if __name__ == "__main__": + runner.cli() + + # `python agent.py serve` will start an HTTP server + # `python agent.py run` with run a single agent as a console app + ``` + """ + + def __init__( + self, + launcher: AgentLauncher, + serve_options: Optional[ServeOptions] = None, + ): + """ + Init the Runner object. + + Args: + launcher: instance of `AgentLauncher` + serve_options: instance of `ServeOptions` to configure behavior in `serve` mode. + """ + self._launcher = launcher + self._serve_options = serve_options or ServeOptions() + + if self._serve_options.fast_api: + # If `fast_api` is passed, assume it's a custom one and it as-is. + logger.warning( + "A custom `fast_api` object is detected, skipping configuration step" + ) + self.fast_api = self._serve_options.fast_api + else: + # Otherwise, initialize FastAPI ourselves + self.fast_api = self._create_fastapi_app(options=self._serve_options) + + def run( + self, + call_type: str = "default", + call_id: Optional[str] = None, + debug: bool = False, + log_level: str = "INFO", + no_demo: bool = False, + video_track_override: Optional[str] = None, + ) -> None: + """ + Run the agent as the console app with the specified configuration. + Args: + call_type: Call type for the video call + call_id: Call ID for the video call (auto-generated if not provided) + debug: Enable debug mode + log_level: Set the logging level + no_demo: Disable opening the demo UI + video_track_override: Optional local video track override for debugging. + This track will play instead of any incoming video track. + + Returns: + None + """ + # Configure logging + numeric_level = getattr(logging, log_level.upper(), logging.INFO) + configure_sdk_logger(level=numeric_level) + + # Suppress dataclasses_json missing value RuntimeWarnings. + # They pollute the output and cannot be fixed by the users. + warnings.filterwarnings( + "ignore", category=RuntimeWarning, module="dataclasses_json.core" + ) + + # Generate call ID if not provided + if call_id is None: + call_id = str(uuid4()) + + async def _run(): + logger.info("🚀 Launching agent...") + + try: + # Start the agent launcher. + await self._launcher.start() + + # Create the agent + agent = await self._launcher.launch() + + logger.info("✅ Agent warmed up and ready") + + # Open demo UI by default + if ( + not no_demo + and hasattr(agent, "edge") + and hasattr(agent.edge, "open_demo_for_agent") + ): + logger.info("🌐 Opening demo UI...") + await agent.edge.open_demo_for_agent(agent, call_type, call_id) + + # Join call if join_call function is provided + logger.info(f"📞 Joining call: {call_type}/{call_id}") + session = await self._launcher.start_session( + call_id, call_type, video_track_override_path=video_track_override + ) + await session.wait() + except KeyboardInterrupt: + logger.info("🛑 Received interrupt signal, shutting down gracefully...") + except Exception as e: + logger.error(f"❌ Error running agent: {e}", exc_info=True) + raise + finally: + await self._launcher.stop() + + asyncio_logger_level = asyncio_logger.level + + try: + asyncio.run(_run(), debug=debug) + except KeyboardInterrupt: + # Temporarily suppress asyncio error logging during cleanup + asyncio_logger_level = asyncio_logger.level + # Suppress KeyboardInterrupt and asyncio errors during cleanup + asyncio_logger.setLevel(logging.CRITICAL) + logger.info("👋 Agent shutdown complete") + finally: + # Restore original logging level + asyncio_logger.setLevel(asyncio_logger_level) + + def serve( + self, + host: str = "127.0.0.1", + port: int = 8000, + agents_log_level: str = "INFO", + http_log_level: str = "INFO", + ): + """ + Start the HTTP server that spawns agents to the calls. + + Args: + host: + port: + agents_log_level: + http_log_level: + + Returns: + + """ + # Configure loggers if they're not already configured + configure_sdk_logger( + level=getattr(logging, agents_log_level.upper(), logging.INFO) + ) + configure_fastapi_loggers( + level=getattr(logging, http_log_level.upper(), logging.INFO) + ) + + # Suppress dataclasses_json missing value RuntimeWarnings. + # They pollute the output and cannot be fixed by the users. + warnings.filterwarnings( + "ignore", category=RuntimeWarning, module="dataclasses_json.core" + ) + uvicorn.run(self.fast_api, host=host, port=port, log_config=None) + + def _create_fastapi_app(self, options: ServeOptions) -> FastAPI: + app = FastAPI(lifespan=lifespan) + app.state.launcher = self._launcher + app.state.options = self._serve_options + + # Use dependency_overrides to allow passing free-form dependency functions + # via ServeOptions. + # This way, individual permission callables can define their own dependencies making them very flexible. + app.dependency_overrides[can_start_session] = options.can_start_session + app.dependency_overrides[can_close_session] = options.can_close_session + app.dependency_overrides[can_view_session] = options.can_view_session + app.dependency_overrides[can_view_metrics] = options.can_view_metrics + app.dependency_overrides[get_current_user] = options.get_current_user + app.include_router(router) + app.add_middleware( + CORSMiddleware, + allow_origins=list(options.cors_allow_origins), + allow_credentials=options.cors_allow_credentials, + allow_methods=list(options.cors_allow_methods), + allow_headers=list(options.cors_allow_headers), + ) + return app + + def cli(self): + """ + Run the CLI + """ + + @click.group() + @click.pass_context + def cli_(ctx): ... + + @cli_.command() + @click.option( + "--call-type", + type=str, + default="default", + help="Call type for the video call", + ) + @click.option( + "--call-id", + type=str, + default=None, + help="Call ID for the video call (auto-generated if not provided)", + ) + @click.option( + "--debug", + is_flag=True, + default=False, + help="Enable debug mode", + ) + @click.option( + "--log-level", + type=click.Choice( + ["DEBUG", "INFO", "WARNING", "ERROR", "CRITICAL"], case_sensitive=False + ), + default="INFO", + help="Set the logging level", + ) + @click.option( + "--no-demo", + is_flag=True, + default=False, + help="Disable opening the demo UI", + ) + @click.option( + "--video-track-override", + type=click.Path(dir_okay=False, exists=True, resolve_path=True), + default=None, + help="Optional local video track override for debugging. " + "This track will play instead of any incoming video track.", + ) + def run_cmd( + call_type: str, + call_id: Optional[str], + debug: bool, + log_level: str, + no_demo: bool, + video_track_override: Optional[str], + ) -> None: + """ + Run a single agent in the console. + """ + return self.run( + call_type=call_type, + call_id=call_id, + debug=debug, + log_level=log_level, + no_demo=no_demo, + video_track_override=video_track_override, + ) + + @cli_.command() + @click.option( + "--host", + type=str, + default="127.0.0.1", + help="Server host", + ) + @click.option( + "--port", + type=int, + default=8000, + help="Server port", + ) + @click.option( + "--agents-log-level", + type=click.Choice( + ["DEBUG", "INFO", "WARNING", "ERROR", "CRITICAL"], case_sensitive=False + ), + default="INFO", + help="Set the agents logging level", + ) + @click.option( + "--http-log-level", + type=click.Choice( + ["DEBUG", "INFO", "WARNING", "ERROR", "CRITICAL"], case_sensitive=False + ), + default="INFO", + help="Set the logging level for FastAPI and uvicorn", + ) + def serve_cmd( + host: str, + port: int, + agents_log_level: str, + http_log_level: str, + ) -> None: + """ + Start the HTTP server that spawns agents to the calls. + """ + return self.serve( + host=host, + port=port, + agents_log_level=agents_log_level.upper(), + http_log_level=http_log_level.upper(), + ) + + cli_() diff --git a/agents-core/vision_agents/core/utils/logging.py b/agents-core/vision_agents/core/utils/logging.py index 723a098d5..fbacfb9a3 100644 --- a/agents-core/vision_agents/core/utils/logging.py +++ b/agents-core/vision_agents/core/utils/logging.py @@ -1,9 +1,10 @@ +import logging import sys from contextvars import ContextVar, Token from dataclasses import dataclass -import logging import colorlog +from uvicorn.logging import AccessFormatter logger = logging.getLogger(__name__) @@ -16,14 +17,12 @@ MAIN_LOGGER = logging.getLogger("vision_agents") -def configure_sdk_logger(level: int) -> None: - """ - Sets the default configuration for "vision_agents" and "getstream" loggers to have a nice formatting - if it's not already configured. - """ - colored_formatter = colorlog.ColoredFormatter( - fmt="%(log_color)s%(asctime)s.%(msecs)03d | %(levelname)-8s | %(message)s", - datefmt="%H:%M:%S", +def _get_colored_formatter( + fmt: str, datefmt: str = "%H:%M:%S" +) -> colorlog.ColoredFormatter: + return colorlog.ColoredFormatter( + fmt=fmt, + datefmt=datefmt, log_colors={ "DEBUG": "white", "INFO": "light_white", @@ -32,9 +31,20 @@ def configure_sdk_logger(level: int) -> None: "CRITICAL": "bold_red", }, ) + + +def configure_sdk_logger(level: int) -> None: + """ + Sets the default configuration for "vision_agents" logger to have a nice formatting + if it's not already configured. + """ + default_handler = logging.StreamHandler(sys.stderr) default_handler.setLevel(level) - default_handler.setFormatter(colored_formatter) + formatter = _get_colored_formatter( + fmt="%(log_color)s%(asctime)s.%(msecs)03d | %(levelname)-8s | %(message)s" + ) + default_handler.setFormatter(formatter) for _logger in [MAIN_LOGGER]: # Set the default handler only if it's not already configured @@ -46,6 +56,45 @@ def configure_sdk_logger(level: int) -> None: _logger.setLevel(level) +def configure_fastapi_loggers(level: int) -> None: + """ + Configure fastapi loggers with the provided level to follow the same format if it's not already configured. + Args: + level: log level as int + + Returns: + None + """ + # Make the access log format look similar to the other logs + access_log_formatter = AccessFormatter( + fmt='%(asctime)s.%(msecs)03d | %(levelname)-8s | %(client_addr)s | "%(request_line)s" | %(status_code)s', + datefmt="%H:%M:%S", + ) + generic_formatter = _get_colored_formatter( + fmt="%(log_color)s%(asctime)s.%(msecs)03d | %(levelname)-8s | %(message)s" + ) + + loggers_formatters = [ + (logging.getLogger("fastapi"), generic_formatter), + (logging.getLogger("uvicorn"), generic_formatter), + (logging.getLogger("uvicorn.access"), access_log_formatter), + (logging.getLogger("uvicorn.error"), generic_formatter), + ] + + for _logger, formatter in loggers_formatters: + default_handler = logging.StreamHandler(sys.stderr) + default_handler.setLevel(level) + default_handler.setFormatter(formatter) + + # Set the default handler only if it's not already configured + if not _logger.handlers: + _logger.handlers = [default_handler] + _logger.propagate = False + # Do not override the level if it's set + if _logger.level == logging.NOTSET: + _logger.setLevel(level) + + @dataclass(slots=True) class CallContextToken: """Token capturing prior state for restoring logging context.""" diff --git a/examples/02_golf_coach_example/golf_coach_example.py b/examples/02_golf_coach_example/golf_coach_example.py index 69a2cf5b9..fdd39f0b4 100644 --- a/examples/02_golf_coach_example/golf_coach_example.py +++ b/examples/02_golf_coach_example/golf_coach_example.py @@ -1,8 +1,7 @@ import logging from dotenv import load_dotenv - -from vision_agents.core import User, Agent, cli +from vision_agents.core import Agent, User, cli from vision_agents.core.agents import AgentLauncher from vision_agents.plugins import getstream, ultralytics, gemini diff --git a/examples/08_agent_server_example/README.md b/examples/08_agent_server_example/README.md new file mode 100644 index 000000000..12970361e --- /dev/null +++ b/examples/08_agent_server_example/README.md @@ -0,0 +1,339 @@ +# Agent Server Example + +This example shows you how to run AI agents via an HTTP server using [Vision Agents](https://visionagents.ai/). + +The `Runner` class provides two modes: + +- a single-agent console mode +- and an HTTP server mode that spawns agents on demand. + +In this example, we will cover the HTTP server mode which allows you to: + +- Spawn agents dynamically via HTTP API +- Manage agent sessions (start, stop, view status) +- Health and readiness checks for load balancers +- Real-time session metrics +- Configurable CORS, authentication, and permissions + +## Prerequisites + +- Python 3.10 or higher +- API keys for: + - [Gemini](https://ai.google.dev/) (for the LLM) + - [Elevenlabs](https://elevenlabs.io/) (for text-to-speech) + - [Deepgram](https://deepgram.com/) (for speech-to-text) + - [Stream](https://getstream.io/) (for video/audio infrastructure) + +## Installation + +1. Go to the example's directory + ```bash + cd examples/08_agent_server_example + ``` + +2. Install dependencies using uv: + ```bash + uv sync + ``` + +3. Create a `.env` file with your API keys: + ``` + GOOGLE_API_KEY=your_gemini_key + ELEVENLABS_API_KEY=your_11labs_key + DEEPGRAM_API_KEY=your_deepgram_key + STREAM_API_KEY=your_stream_key + STREAM_API_SECRET=your_stream_secret + ``` + +## Running Agent HTTP Server + +### Creating the Agent + +The `create_agent` function defines how agents are configured: + +```python +async def create_agent(**kwargs) -> Agent: + llm = gemini.LLM("gemini-2.5-flash-lite") + + agent = Agent( + edge=getstream.Edge(), + agent_user=User(name="My happy AI friend", id="agent"), + instructions="You're a voice AI assistant...", + llm=llm, + tts=elevenlabs.TTS(), + stt=deepgram.STT(eager_turn_detection=True), + ) + + @llm.register_function(description="Get current weather for a location") + async def get_weather(location: str) -> Dict[str, Any]: + return await get_weather_by_location(location) + + return agent +``` + +### Joining a Call + +The `join_call` function handles what happens when an agent joins: + +```python +async def join_call(agent: Agent, call_type: str, call_id: str, **kwargs) -> None: + call = await agent.create_call(call_type, call_id) + + async with agent.join(call): + await agent.simple_response("tell me something interesting") + await agent.finish() +``` + +### Running with Runner + +The `Runner` class ties everything together: + +```python +if __name__ == "__main__": + Runner( + AgentLauncher(create_agent=create_agent, join_call=join_call), + ).cli() +``` + +## Configuration + +Customize the HTTP server behavior with `ServeOptions`: + +```python +from vision_agents.core import Runner, AgentLauncher, ServeOptions +from fastapi import Depends, HTTPException, Header + + +# Custom authentication +async def verify_api_key(x_api_key: str = Header(...)): + if x_api_key != "secret-key": + raise HTTPException(status_code=401, detail="Invalid API key") + + +# Custom permission check +async def can_start(x_api_key: str = Header(...)): + await verify_api_key(x_api_key) + + +runner = Runner( + AgentLauncher(create_agent=create_agent, join_call=join_call), + serve_options=ServeOptions( + # CORS settings + cors_allow_origins=["https://myapp.com"], + cors_allow_methods=["GET", "POST", "DELETE"], + cors_allow_headers=["*"], + cors_allow_credentials=True, + + # Permission callbacks (can use FastAPI Depends) + can_start_session=can_start, + can_close_session=can_start, + can_view_session=can_start, + can_view_metrics=can_start, + get_current_user=verify_api_key, + ), +) +``` + +**Available options:** + +| Option | Default | Description | +|--------------------------|-----------|---------------------------------------------------| +| `fast_api` | none | Custom FastAPI instance (skips all configuration) | +| `cors_allow_origins` | `("*",)` | Allowed CORS origins | +| `cors_allow_methods` | `("*",)` | Allowed CORS methods | +| `cors_allow_headers` | `("*",)` | Allowed CORS headers | +| `cors_allow_credentials` | `True` | Allow CORS credentials | +| `can_start_session` | allow all | Permission check for starting sessions | +| `can_close_session` | allow all | Permission check for closing sessions | +| `can_view_session` | allow all | Permission check for viewing sessions | +| `can_view_metrics` | allow all | Permission check for viewing metrics | +| `get_current_user` | no-op | Callable to determine current user | + +### Permission Callbacks & Authentication + +The `can_start_session`, `can_close_session`, `can_view_session`, `can_view_metrics`, and `get_current_user` callbacks +are **standard FastAPI dependencies**. + +This means they have access to the full power of FastAPI's dependency injection +system: + +- **Access request data**: Headers, query parameters, cookies, request body +- **Use `Depends()`**: Chain other dependencies, including database sessions, auth services, etc. +- **Async support**: All callbacks can be `async` functions +- **Automatic validation**: Use Pydantic models for type-safe parameter extraction +- **Raise HTTP exceptions**: Return `401`, `403`, or any status code to deny access + +**Example: JWT Authentication with Database Lookup** + +```python +from fastapi import Depends, Header, HTTPException +from myapp.auth import decode_jwt, get_user_by_id +from myapp.database import get_db +from sqlalchemy.ext.asyncio import AsyncSession + + +async def get_current_user( + authorization: str = Header(...), + db: AsyncSession = Depends(get_db), +): + """Resolve the current user from JWT token.""" + if not authorization.startswith("Bearer "): + raise HTTPException(status_code=401, detail="Invalid authorization header") + + token = authorization.split(" ")[1] + payload = decode_jwt(token) # Raises if invalid + + user = await get_user_by_id(db, payload["user_id"]) + if not user: + raise HTTPException(status_code=401, detail="User not found") + + return user + + +async def can_start_session( + user=Depends(get_current_user), + db: AsyncSession = Depends(get_db), +): + """Check if user has permission to start agent sessions.""" + if not user.has_permission("agents:start"): + raise HTTPException(status_code=403, detail="Insufficient permissions") + + # Check rate limits, quotas, etc. + if await user.exceeded_session_quota(db): + raise HTTPException(status_code=429, detail="Session quota exceeded") + +``` + +**How `get_current_user` Works** + +The value returned by `get_current_user` is stored in `AgentSession.created_by`. This allows you to: + +- Track which user started each session +- Implement user-specific session limits +- Audit session creation + +```python +from typing import Optional + +from fastapi import Depends, HTTPException + +from vision_agents.core import AgentSession +from vision_agents.core.runner.http.dependencies import get_session + + +# In your permission callbacks, you can access the session creator +async def can_close_session( + session_id: str, + current_user=Depends(get_current_user), + session: Optional[AgentSession] = Depends(get_session), +): + """Only allow users to close their own sessions.""" + if session and session.created_by != current_user.id: + raise HTTPException( + status_code=403, detail="Cannot close another user's session" + ) +``` + +### API Reference + +#### OpenAPI & Swagger support + +The underlying API is built with `FastAPI` which provides a Swagger UI on http://127.0.0.1:8000/docs. + +#### Start a Session + +**POST** `/sessions` + +Start a new agent and have it join a call. + +```bash +curl -X POST http://localhost:8000/sessions \ + -H "Content-Type: application/json" \ + -d '{"call_id": "my-call-123", "call_type": "default"}' +``` + +**Response:** + +```json +{ + "session_id": "agent-uuid", + "call_id": "my-call-123", + "config": {}, + "session_started_at": "2024-01-15T10:30:00Z" +} +``` + +#### Close a Session + +**DELETE** `/sessions/{session_id}` + +Stop an agent and remove it from a call. + +```bash +curl -X DELETE http://localhost:8000/sessions/agent-uuid +``` + +#### Close via sendBeacon + +**POST** `/sessions/{session_id}/close` + +Alternative endpoint for closing sessions via browser's `sendBeacon()` API. + +#### Get Session Info + +**GET** `/sessions/{session_id}` + +Get information about a running agent session. + +```bash +curl http://localhost:8000/sessions/agent-uuid +``` + +#### Get Session Metrics + +**GET** `/sessions/{session_id}/metrics` + +Get real-time metrics for a running session. + +```bash +curl http://localhost:8000/sessions/agent-uuid/metrics +``` + +**Response:** + +```json +{ + "session_id": "agent-uuid", + "call_id": "my-call-123", + "session_started_at": "2024-01-15T10:30:00Z", + "metrics_generated_at": "2024-01-15T10:35:00Z", + "metrics": { + "llm_latency_ms__avg": 245.5, + "llm_input_tokens__total": 1500, + "llm_output_tokens__total": 800, + "stt_latency_ms__avg": 120.3, + "tts_latency_ms__avg": 85.2 + } +} +``` + +#### Health Check + +**GET** `/health` + +Check if the server is alive. Returns `200 OK`. + +#### Readiness Check + +**GET** `/ready` + +Check if the server is ready to spawn new agents. Returns `200 OK` when ready, `400` otherwise. + +## Learn More + +- [Building a Voice AI app](https://visionagents.ai/introduction/voice-agents) +- [Building a Video AI app](https://visionagents.ai/introduction/video-agents) +- [Simple Agent Example](../01_simple_agent_example) - Basic agent setup +- [Prometheus Metrics Example](../06_prometheus_metrics_example) - Export metrics to Prometheus +- [Deploy Example](../07_deploy_example) - Deploy to Kubernetes +- [Main Vision Agents README](../../README.md) diff --git a/examples/08_agent_server_example/__init__.py b/examples/08_agent_server_example/__init__.py new file mode 100644 index 000000000..8b1378917 --- /dev/null +++ b/examples/08_agent_server_example/__init__.py @@ -0,0 +1 @@ + diff --git a/examples/08_agent_server_example/agent_server_example.py b/examples/08_agent_server_example/agent_server_example.py new file mode 100644 index 000000000..8aadd8a05 --- /dev/null +++ b/examples/08_agent_server_example/agent_server_example.py @@ -0,0 +1,55 @@ +import logging +from typing import Any, Dict + +from dotenv import load_dotenv +from vision_agents.core import Agent, AgentLauncher, Runner, User +from vision_agents.core.utils.examples import get_weather_by_location +from vision_agents.plugins import deepgram, elevenlabs, gemini, getstream + +logger = logging.getLogger(__name__) + +load_dotenv() + + +async def create_agent(**kwargs) -> Agent: + llm = gemini.LLM("gemini-2.5-flash-lite") + + agent = Agent( + edge=getstream.Edge(), # low latency edge. clients for React, iOS, Android, RN, Flutter etc. + agent_user=User(name="My happy AI friend", id="agent"), + instructions="You're a voice AI assistant. Keep responses short and conversational. Don't use special characters or formatting. Be friendly and helpful.", + processors=[], # processors can fetch extra data, check images/audio data or transform video + llm=llm, + tts=elevenlabs.TTS(), + stt=deepgram.STT( + eager_turn_detection=True + ), # eager_turn_detection -> lower latency (but higher token usage) + # turn_detection=vogent.TurnDetection(), # smart turn and vogent are supported. not needed with deepgram (it has turn keeping) + # realtime openai and gemini are supported (tts and stt not needed in that case) + # llm=openai.Realtime() + ) + + # MCP and function calling are supported. see https://visionagents.ai/guides/mcp-tool-calling + @llm.register_function(description="Get current weather for a location") + async def get_weather(location: str) -> Dict[str, Any]: + return await get_weather_by_location(location) + + return agent + + +async def join_call(agent: Agent, call_type: str, call_id: str, **kwargs) -> None: + call = await agent.create_call(call_type, call_id) + + # Have the agent join the call/room + async with agent.join(call): + # Use agent.simple response or... + await agent.simple_response("tell me something interesting in a short sentence") + + # run till the call ends + await agent.finish() + + +if __name__ == "__main__": + Runner( + AgentLauncher(create_agent=create_agent, join_call=join_call), + ).cli() diff --git a/examples/08_agent_server_example/pyproject.toml b/examples/08_agent_server_example/pyproject.toml new file mode 100644 index 000000000..99185ede8 --- /dev/null +++ b/examples/08_agent_server_example/pyproject.toml @@ -0,0 +1,22 @@ +[project] +name = "agent-server-example" +version = "0.0.0" +requires-python = ">=3.10" + +# Dependencies that the example actually uses +dependencies = [ + "python-dotenv>=1.0", + "vision-agents-plugins-deepgram", + "vision-agents-plugins-elevenlabs", + "vision-agents-plugins-getstream", + "vision-agents-plugins-gemini", + "vision-agents", + "pyinstrument>=5.1.1", +] + +[tool.uv.sources] +"vision-agents-plugins-deepgram" = { path = 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"**/dist/", + "**/*.egg-info/", + "**/.pytest_cache/", + "**/.mypy_cache/", + "**/.ruff_cache/", + "examples/", + "**/test*", ] [dependency-groups] @@ -106,6 +106,7 @@ dev = [ "aiofiles>=25.1.0", "pyinstrument>=5.1.1", "toml>=0.10.2", + "asgi-lifespan>=2.1.0", ] [tool.mypy] @@ -119,4 +120,4 @@ explicit_package_bases = true [tool.hatch.version] source = "vcs" -raw-options = { search_parent_directories = true, fallback_version = "0.0.0" } +raw-options = { search_parent_directories = true, fallback_version = "0.0.0" } diff --git a/tests/test_agents/test_agent_launcher.py b/tests/test_agents/test_agent_launcher.py index d9877433a..f6f4efaea 100644 --- a/tests/test_agents/test_agent_launcher.py +++ b/tests/test_agents/test_agent_launcher.py @@ -40,6 +40,11 @@ async def stream_edge_mock() -> MagicMock: return mock +async def join_call_noop( + agent: Agent, call_type: str, call_id: str, **kwargs +) -> None: ... + + class TestAgentLauncher: async def test_warmup(self, stream_edge_mock): llm = DummyLLM() @@ -53,7 +58,7 @@ async def create_agent(**kwargs) -> Agent: agent_user=User(name="test"), ) - launcher = AgentLauncher(create_agent=create_agent) + launcher = AgentLauncher(create_agent=create_agent, join_call=join_call_noop) await launcher.warmup() assert llm.warmed_up @@ -69,7 +74,7 @@ async def create_agent(**kwargs) -> Agent: agent_user=User(name="test"), ) - launcher = AgentLauncher(create_agent=create_agent) + launcher = AgentLauncher(create_agent=create_agent, join_call=join_call_noop) agent = await launcher.launch() assert agent @@ -87,6 +92,7 @@ async def create_agent(**kwargs) -> Agent: launcher = AgentLauncher( create_agent=create_agent, + join_call=join_call_noop, agent_idle_timeout=1.0, agent_idle_cleanup_interval=0.5, ) @@ -117,6 +123,7 @@ async def create_agent(**kwargs) -> Agent: launcher = AgentLauncher( create_agent=create_agent, + join_call=join_call_noop, agent_idle_timeout=0, ) with patch.object(Agent, "idle_for", return_value=10): @@ -146,6 +153,7 @@ async def create_agent(**kwargs) -> Agent: launcher = AgentLauncher( create_agent=create_agent, + join_call=join_call_noop, agent_idle_timeout=1.0, agent_idle_cleanup_interval=0.5, ) @@ -161,3 +169,105 @@ async def create_agent(**kwargs) -> Agent: # The agents must not be closed assert not agent1.closed assert not agent2.closed + + async def test_start_session(self, stream_edge_mock): + llm = DummyLLM() + tts = DummyTTS() + + async def create_agent(**kwargs) -> Agent: + return Agent( + llm=llm, + tts=tts, + edge=stream_edge_mock, + agent_user=User(name="test"), + ) + + async def join_call( + agent: Agent, call_type: str, call_id: str, **kwargs + ) -> None: + await asyncio.sleep(2) + + launcher = AgentLauncher(create_agent=create_agent, join_call=join_call) + session = await launcher.start_session(call_id="test", call_type="default") + assert session + assert session.id + assert session.call_id + assert session.agent + assert session.started_at + assert session.created_by is None + assert not session.finished + + assert launcher.get_session(session_id=session.id) + + # Wait for session to stop (it just sleeps) + await session.wait() + assert session.finished + assert not launcher.get_session(session_id=session.id) + + async def test_close_session_exists(self, stream_edge_mock): + llm = DummyLLM() + tts = DummyTTS() + + async def create_agent(**kwargs) -> Agent: + return Agent( + llm=llm, + tts=tts, + edge=stream_edge_mock, + agent_user=User(name="test"), + ) + + async def join_call( + agent: Agent, call_type: str, call_id: str, **kwargs + ) -> None: + await asyncio.sleep(10) + + launcher = AgentLauncher(create_agent=create_agent, join_call=join_call) + session = await launcher.start_session(call_id="test", call_type="default") + assert session + + await launcher.close_session(session_id=session.id, wait=True) + assert session.finished + assert session.task.done() + assert not launcher.get_session(session_id=session.id) + + async def test_close_session_doesnt_exist(self, stream_edge_mock): + llm = DummyLLM() + tts = DummyTTS() + + async def create_agent(**kwargs) -> Agent: + return Agent( + llm=llm, + tts=tts, + edge=stream_edge_mock, + agent_user=User(name="test"), + ) + + async def join_call( + agent: Agent, call_type: str, call_id: str, **kwargs + ) -> None: + await asyncio.sleep(10) + + launcher = AgentLauncher(create_agent=create_agent, join_call=join_call) + # Closing a non-existing session doesn't fail + await launcher.close_session(session_id="session-id", wait=True) + + async def test_get_session_doesnt_exist(self, stream_edge_mock): + llm = DummyLLM() + tts = DummyTTS() + + async def create_agent(**kwargs) -> Agent: + return Agent( + llm=llm, + tts=tts, + edge=stream_edge_mock, + agent_user=User(name="test"), + ) + + async def join_call( + agent: Agent, call_type: str, call_id: str, **kwargs + ) -> None: + await asyncio.sleep(10) + + launcher = AgentLauncher(create_agent=create_agent, join_call=join_call) + session = launcher.get_session(session_id="session-id") + assert session is None diff --git a/tests/test_agents/test_runner.py b/tests/test_agents/test_runner.py new file mode 100644 index 000000000..721405dd5 --- /dev/null +++ b/tests/test_agents/test_runner.py @@ -0,0 +1,408 @@ +import asyncio +from contextlib import asynccontextmanager +from typing import Any +from unittest.mock import MagicMock + +import pytest +from asgi_lifespan import LifespanManager +from fastapi import FastAPI, Header, HTTPException, Response +from httpx import ASGITransport, AsyncClient +from vision_agents.core import Agent, AgentLauncher, Runner, ServeOptions, User +from vision_agents.core.events import EventManager +from vision_agents.core.llm import LLM +from vision_agents.core.llm.llm import LLMResponseEvent +from vision_agents.core.tts import TTS +from vision_agents.core.warmup import Warmable + + +class DummyTTS(TTS): + async def stream_audio(self, *_, **__): + return b"" + + async def stop_audio(self) -> None: ... + + +class DummyLLM(LLM, Warmable[bool]): + def __init__(self): + super(DummyLLM, self).__init__() + self.warmed_up = False + + async def simple_response(self, *_, **__) -> LLMResponseEvent[Any]: + return LLMResponseEvent(text="Simple response", original=None) + + async def on_warmup(self) -> bool: + return True + + async def on_warmed_up(self, *_) -> None: + self.warmed_up = True + + +@pytest.fixture() +async def agent_launcher(): + async def create_agent(**kwargs) -> Agent: + stream_edge_mock = MagicMock() + stream_edge_mock.events = EventManager() + + return Agent( + llm=DummyLLM(), + tts=DummyTTS(), + edge=stream_edge_mock, + agent_user=User(name="test"), + ) + + async def join_call(*args, **kwargs): + await asyncio.sleep(10) + + launcher = AgentLauncher(create_agent=create_agent, join_call=join_call) + return launcher + + +@pytest.fixture() +async def runner(agent_launcher) -> Runner: + runner = Runner(launcher=agent_launcher) + return runner + + +@pytest.fixture() +async def test_client_factory(): + @asynccontextmanager + async def factory(runner: Runner): + async with LifespanManager(runner.fast_api): + async with AsyncClient( + transport=ASGITransport(app=runner.fast_api), + base_url="http://test", + ) as client: + yield client + + return factory + + +class TestRunnerServe: + async def test_health(self, agent_launcher, test_client_factory) -> None: + runner = Runner(launcher=agent_launcher) + async with test_client_factory(runner) as client: + resp = await client.get("/health") + assert resp.status_code == 200 + + async def test_ready(self, agent_launcher, test_client_factory) -> None: + runner = Runner(launcher=agent_launcher) + async with test_client_factory(runner) as client: + resp = await client.get("/ready") + assert resp.status_code == 200 + + async def test_start_session_success( + self, agent_launcher, test_client_factory + ) -> None: + runner = Runner(launcher=agent_launcher) + + async with test_client_factory(runner) as client: + resp = await client.post( + "/sessions", json={"call_id": "test", "call_type": "default"} + ) + assert resp.status_code == 201 + resp_json = resp.json() + assert resp_json["call_id"] == "test" + session_id = resp_json["session_id"] + assert session_id + assert resp_json["session_started_at"] + assert "config" in resp_json + assert agent_launcher.get_session(session_id) + + async def test_start_session_current_user_stored( + self, agent_launcher, test_client_factory + ) -> None: + def get_current_user(user_id=Header()) -> User: + return User(id=user_id) + + opts = ServeOptions( + get_current_user=get_current_user, + ) + runner = Runner(launcher=agent_launcher, serve_options=opts) + + async with test_client_factory(runner) as client: + resp = await client.post( + "/sessions", + json={"call_id": "test", "call_type": "default"}, + headers={"User-Id": "123"}, + ) + assert resp.status_code == 201 + resp_json = resp.json() + assert resp_json["call_id"] == "test" + session_id = resp_json["session_id"] + assert session_id + assert resp_json["session_started_at"] + assert "config" in resp_json + session = agent_launcher.get_session(session_id) + assert session.created_by == User(id="123") + + async def test_start_session_no_permissions_fail( + self, agent_launcher, test_client_factory + ) -> None: + def can_start(): + raise HTTPException(status_code=403) + + opts = ServeOptions(can_start_session=can_start) + runner = Runner(launcher=agent_launcher, serve_options=opts) + + async with test_client_factory(runner) as client: + resp = await client.post( + "/sessions", + json={"call_id": "test", "call_type": "default"}, + ) + assert resp.status_code == 403 + + async def test_close_session_success( + self, agent_launcher, test_client_factory + ) -> None: + runner = Runner(launcher=agent_launcher) + + async with test_client_factory(runner) as client: + resp = await client.post( + "/sessions", json={"call_id": "test", "call_type": "default"} + ) + assert resp.status_code == 201 + resp_json = resp.json() + session_id = resp_json["session_id"] + + assert agent_launcher.get_session(session_id) + + resp = await client.delete(f"/sessions/{session_id}") + assert resp.status_code == 204 + assert agent_launcher.get_session(session_id) is None + + async def test_close_session_doesnt_exist_fails( + self, agent_launcher, test_client_factory + ) -> None: + runner = Runner(launcher=agent_launcher) + + async with test_client_factory(runner) as client: + resp = await client.delete("/sessions/some-id") + assert resp.status_code == 404 + + async def test_close_session_no_permissions_fail( + self, agent_launcher, test_client_factory + ) -> None: + def can_close(): + raise HTTPException(status_code=403) + + runner = Runner( + launcher=agent_launcher, + serve_options=ServeOptions(can_close_session=can_close), + ) + + async with test_client_factory(runner) as client: + resp = await client.post( + "/sessions", json={"call_id": "test", "call_type": "default"} + ) + assert resp.status_code == 201 + resp_json = resp.json() + session_id = resp_json["session_id"] + + assert agent_launcher.get_session(session_id) + + resp = await client.delete(f"/sessions/{session_id}") + assert resp.status_code == 403 + assert agent_launcher.get_session(session_id) + + async def test_close_session_beacon_success( + self, agent_launcher, test_client_factory + ) -> None: + runner = Runner(launcher=agent_launcher) + + async with test_client_factory(runner) as client: + resp = await client.post( + "/sessions", json={"call_id": "test", "call_type": "default"} + ) + assert resp.status_code == 201 + resp_json = resp.json() + session_id = resp_json["session_id"] + + assert agent_launcher.get_session(session_id) + + resp = await client.post(f"/sessions/{session_id}/close") + assert resp.status_code == 200 + assert agent_launcher.get_session(session_id) is None + + async def test_close_session_beacon_doesnt_exist_fails( + self, agent_launcher, test_client_factory + ) -> None: + runner = Runner(launcher=agent_launcher) + + async with test_client_factory(runner) as client: + resp = await client.post("/sessions/some-id/close") + assert resp.status_code == 404 + + async def test_close_session_beacon_no_permissions_fail( + self, agent_launcher, test_client_factory + ) -> None: + def can_close(): + raise HTTPException(status_code=403) + + runner = Runner( + launcher=agent_launcher, + serve_options=ServeOptions(can_close_session=can_close), + ) + + async with test_client_factory(runner) as client: + resp = await client.post( + "/sessions", json={"call_id": "test", "call_type": "default"} + ) + assert resp.status_code == 201 + resp_json = resp.json() + session_id = resp_json["session_id"] + + assert agent_launcher.get_session(session_id) + + resp = await client.post(f"/sessions/{session_id}/close") + assert resp.status_code == 403 + assert agent_launcher.get_session(session_id) + + async def test_get_session_success( + self, agent_launcher, test_client_factory + ) -> None: + runner = Runner(launcher=agent_launcher) + + async with test_client_factory(runner) as client: + resp = await client.post( + "/sessions", json={"call_id": "test", "call_type": "default"} + ) + assert resp.status_code == 201 + resp_json = resp.json() + session_id = resp_json["session_id"] + + assert agent_launcher.get_session(session_id) + + resp = await client.get(f"/sessions/{session_id}") + assert resp.status_code == 200 + resp_json = resp.json() + assert resp_json["session_id"] == session_id + assert resp_json["call_id"] == "test" + assert resp_json["session_started_at"] + assert "config" in resp_json + + async def test_get_session_no_permissions_fail( + self, agent_launcher, test_client_factory + ) -> None: + def can_view(): + raise HTTPException(status_code=403) + + runner = Runner( + launcher=agent_launcher, + serve_options=ServeOptions(can_view_session=can_view), + ) + + async with test_client_factory(runner) as client: + resp = await client.post( + "/sessions", json={"call_id": "test", "call_type": "default"} + ) + assert resp.status_code == 201 + resp_json = resp.json() + session_id = resp_json["session_id"] + + assert agent_launcher.get_session(session_id) + + resp = await client.get(f"/sessions/{session_id}") + assert resp.status_code == 403 + + async def test_get_session_doesnt_exist_404( + self, agent_launcher, test_client_factory + ) -> None: + runner = Runner(launcher=agent_launcher) + + async with test_client_factory(runner) as client: + resp = await client.get("/sessions/123123") + assert resp.status_code == 404 + + async def test_get_session_metrics_success( + self, agent_launcher, test_client_factory + ) -> None: + runner = Runner(launcher=agent_launcher) + + async with test_client_factory(runner) as client: + resp = await client.post( + "/sessions", json={"call_id": "test", "call_type": "default"} + ) + assert resp.status_code == 201 + resp_json = resp.json() + session_id = resp_json["session_id"] + + session = agent_launcher.get_session(session_id) + assert session + session.agent.metrics.llm_latency_ms__avg.update(250) + session.agent.metrics.llm_time_to_first_token_ms__avg.update(250) + session.agent.metrics.stt_latency_ms__avg.update(250) + session.agent.metrics.tts_latency_ms__avg.update(250) + session.agent.metrics.llm_input_tokens__total.inc(250) + session.agent.metrics.llm_output_tokens__total.inc(250) + + resp = await client.get(f"/sessions/{session_id}/metrics") + assert resp.status_code == 200 + resp_json = resp.json() + assert resp_json["session_id"] == session_id + assert resp_json["call_id"] == "test" + assert resp_json["session_started_at"] + assert resp_json["metrics_generated_at"] + metrics = resp_json["metrics"] + assert metrics["llm_latency_ms__avg"] == 250 + assert metrics["llm_time_to_first_token_ms__avg"] == 250 + assert metrics["stt_latency_ms__avg"] == 250 + assert metrics["tts_latency_ms__avg"] == 250 + assert metrics["llm_input_tokens__total"] == 250 + assert metrics["llm_output_tokens__total"] == 250 + + async def test_get_session_metrics_doesnt_exist_404( + self, agent_launcher, test_client_factory + ) -> None: + runner = Runner(launcher=agent_launcher) + + async with test_client_factory(runner) as client: + resp = await client.get("/sessions/123123/metrics") + assert resp.status_code == 404 + + async def test_get_session_metrics_no_permissions_fail( + self, agent_launcher, test_client_factory + ) -> None: + def can_view_metrics(): + raise HTTPException(status_code=403) + + runner = Runner( + launcher=agent_launcher, + serve_options=ServeOptions(can_view_metrics=can_view_metrics), + ) + + async with test_client_factory(runner) as client: + resp = await client.post( + "/sessions", json={"call_id": "test", "call_type": "default"} + ) + assert resp.status_code == 201 + resp_json = resp.json() + session_id = resp_json["session_id"] + + session = agent_launcher.get_session(session_id) + assert session + session.agent.metrics.llm_latency_ms__avg.update(250) + session.agent.metrics.llm_time_to_first_token_ms__avg.update(250) + session.agent.metrics.stt_latency_ms__avg.update(250) + session.agent.metrics.tts_latency_ms__avg.update(250) + session.agent.metrics.llm_input_tokens__total.inc(250) + session.agent.metrics.llm_output_tokens__total.inc(250) + + resp = await client.get(f"/sessions/{session_id}/metrics") + assert resp.status_code == 403 + + async def test_fastapi_bypass(self, agent_launcher, test_client_factory) -> None: + custom_app = FastAPI() + + @custom_app.get("/hello-world") + def hello_world(): + return Response(status_code=200, content="Hello world") + + runner = Runner( + launcher=agent_launcher, + serve_options=ServeOptions(fast_api=custom_app), + ) + + async with test_client_factory(runner) as client: + resp = await client.get("/hello-world") + assert resp.status_code == 200 + assert resp.content.decode() == "Hello world" diff --git a/tests/test_metrics_collector.py b/tests/test_observability.py similarity index 94% rename from tests/test_metrics_collector.py rename to tests/test_observability.py index 5c4b59970..e9df893e6 100644 --- a/tests/test_metrics_collector.py +++ b/tests/test_observability.py @@ -5,6 +5,7 @@ event loop and complex type resolution, we test the handler methods directly. """ +import dataclasses from unittest.mock import MagicMock, patch import pytest @@ -415,3 +416,22 @@ async def test_base_attributes_handles_missing_plugin_name(self, collector): ) attrs = collector._base_attributes(event) assert attrs == {} + + +class TestAgentMetrics: + def test_to_dict_all_fields_success(self): + metrics = AgentMetrics() + metrics_dict = metrics.to_dict() + all_fields = [f.name for f in dataclasses.fields(AgentMetrics)] + assert set(all_fields) == set(metrics_dict.keys()) + + def test_to_dict_some_fields_success(self): + metrics = AgentMetrics() + some_fields = ["realtime_agent_transcriptions__total", "tts_characters__total"] + metrics_dict = metrics.to_dict(fields=some_fields) + assert set(some_fields) == set(metrics_dict.keys()) + + def test_to_dict_some_fields_missing_fail(self): + metrics = AgentMetrics() + with pytest.raises(ValueError, match="Unknown field: unknown_field"): + metrics.to_dict(fields=["unknown_field"]) diff --git a/uv.lock b/uv.lock index 44a5087d6..2730511e5 100644 --- a/uv.lock +++ b/uv.lock @@ -1,5 +1,5 @@ version = 1 -revision = 2 +revision = 3 requires-python = ">=3.12" resolution-markers = [ "python_full_version >= '3.14' and sys_platform == 'win32'", @@ -47,6 +47,7 @@ overrides = [{ name = "numpy", specifier = ">=1.26.0,<2.0" }] [manifest.dependency-groups] dev = [ { name = "aiofiles", specifier = ">=25.1.0" }, + { name = "asgi-lifespan", specifier = ">=2.1.0" }, { name = "blockbuster", specifier = ">=1.5.5,<1.6" }, { name = "fastmcp", specifier = ">=2.12.3" }, { name = "hatch", specifier = ">=1.14.2" }, @@ -349,6 +350,18 @@ wheels = [ { url = "https://files.pythonhosted.org/packages/5b/03/c17464bbf682ea87e7e3de2ddc63395e359a78ae9c01f55fc78759ecbd79/anywidget-0.9.21-py3-none-any.whl", hash = "sha256:78c268e0fbdb1dfd15da37fb578f9cf0a0df58a430e68d9156942b7a9391a761", size = 231797, upload-time = "2025-11-12T17:06:01.564Z" }, ] +[[package]] +name = "asgi-lifespan" +version = "2.1.0" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "sniffio" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/6a/da/e7908b54e0f8043725a990bf625f2041ecf6bfe8eb7b19407f1c00b630f7/asgi-lifespan-2.1.0.tar.gz", hash = "sha256:5e2effaf0bfe39829cf2d64e7ecc47c7d86d676a6599f7afba378c31f5e3a308", size = 15627, upload-time = "2023-03-28T17:35:49.126Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/2f/f5/c36551e93acba41a59939ae6a0fb77ddb3f2e8e8caa716410c65f7341f72/asgi_lifespan-2.1.0-py3-none-any.whl", hash = "sha256:ed840706680e28428c01e14afb3875d7d76d3206f3d5b2f2294e059b5c23804f", size = 10895, upload-time = "2023-03-28T17:35:47.772Z" }, +] + [[package]] name = "asttokens" version = "3.0.1" @@ -6504,11 +6517,13 @@ name = "vision-agents" source = { editable = "agents-core" } dependencies = [ { name = "colorlog" }, + { name = "fastapi" }, { name = "getstream", extra = ["telemetry", "webrtc"] }, { name = "mcp" }, { name = "numpy" }, { name = "pillow" }, { name = "python-dotenv" }, + { name = "uvicorn" }, ] [package.optional-dependencies] @@ -6641,6 +6656,7 @@ xai = [ requires-dist = [ { name = "click", marker = "extra == 'dev'" }, { name = "colorlog", specifier = ">=6.10.1" }, + { name = "fastapi", specifier = ">=0.128.0" }, { name = "getstream", extras = ["telemetry", "webrtc"], specifier = ">=2.5.16" }, { name = "mcp", specifier = ">=1.16.0" }, { name = "mypy", marker = "extra == 'dev'" }, @@ -6649,6 +6665,7 @@ requires-dist = [ { name = "pytest", marker = "extra == 'dev'" }, { name = "python-dotenv", specifier = ">=1.1.1" }, { name = "ruff", marker = "extra == 'dev'" }, + { name = "uvicorn", specifier = ">=0.38.0" }, { name = "vision-agents-plugins-anthropic", marker = "extra == 'all-plugins'", editable = "plugins/anthropic" }, { name = "vision-agents-plugins-anthropic", marker = "extra == 'anthropic'", editable = "plugins/anthropic" }, { name = "vision-agents-plugins-aws", marker = "extra == 'all-plugins'", editable = "plugins/aws" },