diff --git a/rnd/autogpt_server/README.md b/rnd/autogpt_server/README.md new file mode 100644 index 00000000000..1563240a32e --- /dev/null +++ b/rnd/autogpt_server/README.md @@ -0,0 +1,20 @@ +# Next Gen AutoGPT + +This is a research project into creating the next generation of autogpt, which is an autogpt agent server. + +The agent server will enable the creation of composite multi-agent system that utilize AutoGPT Agent as its default agent. + + +## Project Outline + +Currently the project mainly consist of these components: + +*agent_api* +A component that will expose API endpoints for the creation & execution of agents. +This component will make connections to the database to persist and read the agents. +It will also trigger the agent execution by pushing its execution request to the ExecutionQueue. + +*agent_executor* +A component that will execute the agents. +This component will be a pool of processes/threads that will consume the ExecutionQueue and execute the agent accordingly. +The result and progress of its execution will be persisted in the database. diff --git a/rnd/autogpt_server/autogpt_server/agent_api/__init__.py b/rnd/autogpt_server/autogpt_server/agent_api/__init__.py new file mode 100644 index 00000000000..1ea8dc278eb --- /dev/null +++ b/rnd/autogpt_server/autogpt_server/agent_api/__init__.py @@ -0,0 +1 @@ +from .server import start_server # noqa diff --git a/rnd/autogpt_server/autogpt_server/agent_api/server.py b/rnd/autogpt_server/autogpt_server/agent_api/server.py new file mode 100644 index 00000000000..cbbdb018cdf --- /dev/null +++ b/rnd/autogpt_server/autogpt_server/agent_api/server.py @@ -0,0 +1,39 @@ +import uvicorn +from fastapi import FastAPI, APIRouter + +from autogpt_server.data import ExecutionQueue + + +class AgentServer: + + def __init__(self, queue: ExecutionQueue): + self.app = FastAPI( + title="AutoGPT Agent Server", + description=( + "This server is used to execute agents that are created by the " + "AutoGPT system." + ), + summary="AutoGPT Agent Server", + version="0.1", + ) + self.execution_queue = queue + + # Define the API routes + self.router = APIRouter() + self.router.add_api_route( + path="/agents/{agent_id}/execute", + endpoint=self.execute_agent, + methods=["POST"], + ) + self.app.include_router(self.router) + + def execute_agent(self, agent_id: str): + execution_id = self.execution_queue.add(agent_id) + return {"execution_id": execution_id, "agent_id": agent_id} + + +def start_server(queue: ExecutionQueue, use_uvicorn: bool = True): + app = AgentServer(queue).app + if use_uvicorn: + uvicorn.run(app) + return app diff --git a/rnd/autogpt_server/autogpt_server/agent_executor/__init__.py b/rnd/autogpt_server/autogpt_server/agent_executor/__init__.py new file mode 100644 index 00000000000..e79245e20f2 --- /dev/null +++ b/rnd/autogpt_server/autogpt_server/agent_executor/__init__.py @@ -0,0 +1 @@ +from .executor import start_executors # noqa diff --git a/rnd/autogpt_server/autogpt_server/agent_executor/executor.py b/rnd/autogpt_server/autogpt_server/agent_executor/executor.py new file mode 100644 index 00000000000..d5daed5ee77 --- /dev/null +++ b/rnd/autogpt_server/autogpt_server/agent_executor/executor.py @@ -0,0 +1,42 @@ +import logging +import time +from concurrent.futures import ThreadPoolExecutor +from multiprocessing import Process + +from autogpt_server.data import ExecutionQueue + +logger = logging.getLogger(__name__) + + +class AgentExecutor: + # TODO: Replace this by an actual Agent Execution. + def __execute(id: str, data: str) -> None: + logger.warning(f"Executor processing started, execution_id: {id}, data: {data}") + for i in range(5): + logger.warning( + f"Executor processing step {i}, execution_id: {id}, data: {data}" + ) + time.sleep(1) + logger.warning( + f"Executor processing completed, execution_id: {id}, data: {data}" + ) + + def start_executor(pool_size: int, queue: ExecutionQueue) -> None: + with ThreadPoolExecutor(max_workers=pool_size) as executor: + while True: + execution = queue.get() + if not execution: + time.sleep(1) + continue + executor.submit( + AgentExecutor.__execute, + execution.execution_id, + execution.data, + ) + + +def start_executors(pool_size: int, queue: ExecutionQueue) -> None: + executor_process = Process( + target=AgentExecutor.start_executor, args=(pool_size, queue) + ) + executor_process.start() diff --git a/rnd/autogpt_server/autogpt_server/app.py b/rnd/autogpt_server/autogpt_server/app.py new file mode 100644 index 00000000000..5b8bf81d7bd --- /dev/null +++ b/rnd/autogpt_server/autogpt_server/app.py @@ -0,0 +1,13 @@ +from autogpt_server.agent_api import start_server +from autogpt_server.agent_executor import start_executors +from autogpt_server.data import ExecutionQueue + + +def main() -> None: + queue = ExecutionQueue() + start_executors(5, queue) + start_server(queue) + + +if __name__ == "__main__": + main() diff --git a/rnd/autogpt_server/autogpt_server/data.py b/rnd/autogpt_server/autogpt_server/data.py new file mode 100644 index 00000000000..5fbc184c09a --- /dev/null +++ b/rnd/autogpt_server/autogpt_server/data.py @@ -0,0 +1,36 @@ +import uuid +from multiprocessing import Queue + + +class Execution: + """Data model for an execution of an Agent""" + + def __init__(self, execution_id: str, data: str): + self.execution_id = execution_id + self.data = data + + +# TODO: This shared class make api & executor coupled in one machine. +# Replace this with a persistent & remote-hosted queue. +# One very likely candidate would be persisted Redis (Redis Queue). +# It will also open the possibility of using it for other purposes like +# caching, execution engine broker (like Celery), user session management etc. +class ExecutionQueue: + """ + Queue for managing the execution of agents. + This will be shared between different processes + """ + + def __init__(self): + self.queue = Queue() + + def add(self, data: 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a/rnd/nextgenautogpt/pyproject.toml +++ b/rnd/autogpt_server/pyproject.toml @@ -1,5 +1,5 @@ [tool.poetry] -name = "rnd" +name = "autogpt_server" version = "0.1.0" description = "" authors = ["SwiftyOS "] @@ -9,8 +9,14 @@ readme = "README.md" python = "^3.10" click = "^8.1.7" pydantic = "^2.7.1" +pytest = "^8.2.1" +uvicorn = "^0.30.1" +fastapi = "^0.111.0" [build-system] requires = ["poetry-core"] build-backend = "poetry.core.masonry.api" + +[tool.poetry.scripts] +app = "autogpt_server.app:main" diff --git a/rnd/autogpt_server/test/test_app.py b/rnd/autogpt_server/test/test_app.py new file mode 100644 index 00000000000..2707d07668e --- /dev/null +++ b/rnd/autogpt_server/test/test_app.py @@ -0,0 +1,30 @@ +import pytest + +from autogpt_server.data import ExecutionQueue +from autogpt_server.agent_api import start_server +from autogpt_server.agent_executor import start_executors +from fastapi.testclient import TestClient + + +@pytest.fixture +def client(): + execution_queue = ExecutionQueue() + start_executors(5, execution_queue) + return TestClient(start_server(execution_queue, use_uvicorn=False)) + + +def test_execute_agent(client): + # Assert API is working + response = client.post("/agents/dummy_agent_1/execute") + assert response.status_code == 200 + + # Assert response is correct + data = response.json() + exec_id = data["execution_id"] + agent_id = data["agent_id"] + assert agent_id == "dummy_agent_1" + assert isinstance(exec_id, str) + assert len(exec_id) == 36 + + # TODO: Add assertion that the executor is executed after some time + # Add this when db integration is done. diff --git a/rnd/nextgenautogpt/README.md b/rnd/nextgenautogpt/README.md deleted file mode 100644 index 5104b2f44bc..00000000000 --- a/rnd/nextgenautogpt/README.md +++ /dev/null @@ -1,27 +0,0 @@ -# Next Gen AutoGPT - -This is a research project into creating the next generation of autogpt, which is an autogpt agent server. - -It will come with the AutoGPT Agent as the default agent - - -## Project Outline - -``` -. -├── READEME.md -├── nextgenautogpt -│ ├── __init__.py -│ ├── __main__.py -│ ├── cli.py # The CLI tool for running the system -│ ├── executor # The Component Executor Process -│ │ └── __init__.py -│ ├── manager # The Agent Manager it manages a pool of executors and schedules components to run -│ │ └── __init__.py -│ └── server # The main application. It includes the api server and additional modules -│ └── __init__.py -└── pyproject.toml -``` - - - diff --git a/rnd/nextgenautogpt/nextgenautogpt/__init__.py b/rnd/nextgenautogpt/nextgenautogpt/__init__.py deleted file mode 100644 index e69de29bb2d..00000000000 diff --git a/rnd/nextgenautogpt/nextgenautogpt/__main__.py b/rnd/nextgenautogpt/nextgenautogpt/__main__.py deleted file mode 100644 index d5295305852..00000000000 --- a/rnd/nextgenautogpt/nextgenautogpt/__main__.py +++ /dev/null @@ -1,39 +0,0 @@ -import multiprocessing as mp -from typing import Any - -import nextgenautogpt.manager.manager as mod_manager -import nextgenautogpt.server.server as mod_server - - -def main() -> None: - # Create queues/pipes for communication - server_to_manager: mp.Queue[Any] = mp.Queue() - manager_to_server: mp.Queue[Any] = mp.Queue() - - # Create and start server process - server: mp.Process = mp.Process( - target=mod_server.run_server, - args=( - server_to_manager, - manager_to_server, - ), - ) - server.start() - - # Create and start manager process - manager: mp.Process = mp.Process( - target=mod_manager.run_manager, - args=( - server_to_manager, - manager_to_server, - ), - ) - manager.start() - - server.join() - manager.join() - - -if __name__ == "__main__": - mp.set_start_method("spawn") - main() diff --git a/rnd/nextgenautogpt/nextgenautogpt/cli.py b/rnd/nextgenautogpt/nextgenautogpt/cli.py deleted file mode 100644 index e69de29bb2d..00000000000 diff --git a/rnd/nextgenautogpt/nextgenautogpt/executor/__init__.py b/rnd/nextgenautogpt/nextgenautogpt/executor/__init__.py deleted file mode 100644 index e69de29bb2d..00000000000 diff --git a/rnd/nextgenautogpt/nextgenautogpt/executor/executor.py b/rnd/nextgenautogpt/nextgenautogpt/executor/executor.py deleted file mode 100644 index 73c63bb56bb..00000000000 --- a/rnd/nextgenautogpt/nextgenautogpt/executor/executor.py +++ /dev/null @@ -1,15 +0,0 @@ -import multiprocessing as mp -import time -from typing import Any - - -def run_executor(manager_to_executor: mp.Queue, executors_to_manager: mp.Queue) -> None: - # Each executor process will run this initializer - print("Executor process started") - while True: - if not manager_to_executor.empty(): - task = manager_to_executor.get() - print(f"Executor processing: {task}") - executors_to_manager.put("Task completed") - # Simulate executor work - time.sleep(1) diff --git a/rnd/nextgenautogpt/nextgenautogpt/manager/__init__.py b/rnd/nextgenautogpt/nextgenautogpt/manager/__init__.py deleted file mode 100644 index e69de29bb2d..00000000000 diff --git a/rnd/nextgenautogpt/nextgenautogpt/manager/manager.py b/rnd/nextgenautogpt/nextgenautogpt/manager/manager.py deleted file mode 100644 index e18326e8cc2..00000000000 --- a/rnd/nextgenautogpt/nextgenautogpt/manager/manager.py +++ /dev/null @@ -1,33 +0,0 @@ -import multiprocessing as mp -import time - -import nextgenautogpt.executor.executor as mod_executor - - -def run_manager(server_to_manager: mp.Queue, manager_to_server: mp.Queue) -> None: - # Create queue for communication between manager and executors - print("Manager process started") - manager_to_executor = mp.Queue() - executors_to_manager = mp.Queue() - # Create and start a pool of executor processes - with mp.Pool( - processes=5, - initializer=mod_executor.run_executor, - initargs=( - manager_to_executor, - executors_to_manager, - ), - ): - while True: - if not server_to_manager.empty(): - message = server_to_manager.get() - print(f"Manager received: {message}") - manager_to_server.put("Manager: Received message from server") - manager_to_executor.put("Task for executor") - # Simulate manager work - time.sleep(1) - if not executors_to_manager.empty(): - message = executors_to_manager.get() - print(f"Manager received: {message}") - # Simulate manager work - time.sleep(1) diff --git a/rnd/nextgenautogpt/nextgenautogpt/server/__init__.py b/rnd/nextgenautogpt/nextgenautogpt/server/__init__.py deleted file mode 100644 index e69de29bb2d..00000000000 diff --git a/rnd/nextgenautogpt/nextgenautogpt/server/server.py b/rnd/nextgenautogpt/nextgenautogpt/server/server.py deleted file mode 100644 index 23ead8ea2c9..00000000000 --- a/rnd/nextgenautogpt/nextgenautogpt/server/server.py +++ /dev/null @@ -1,17 +0,0 @@ -import multiprocessing as mp -import time -from typing import Any - 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