pull/55/head
Kye 1 year ago
parent 0ce8628c31
commit b6e284b298

@ -0,0 +1,5 @@
from swarms import DialogueSimulator, Worker
collab = DialogueSimulator(Worker, DialogueSimulator.select_next_speaker)
collab.start("My name is Plinus and I am a worker", "How are you?")

@ -1,96 +0,0 @@
import asyncio
import logging
from typing import Optional
from langchain import OpenAI
from swarms.boss.boss_node import Boss
from swarms.workers.worker import Worker
logging.basicConfig(level=logging.INFO, format='%(asctime)s - %(levelname)s - %(message)s')
# ---------- Constants ----------
ROOT_DIR = "./data/"
class HierarchicalSwarm:
def __init__(
self,
openai_api_key: Optional[str] = "",
use_vectorstore: Optional[bool] = True,
use_async: Optional[bool] = True,
worker_name: Optional[str] = "Swarm Worker AI Assistant",
verbose: Optional[bool] = False,
human_in_the_loop: Optional[bool] = True,
boss_prompt: Optional[str] = "You are an Boss in a swarm who performs one task based on the following objective: {objective}. Take into account these previously completed tasks: {context}.\n",
worker_prompt: Optional[str] = None,
temperature: Optional[float] = 0.5,
max_iterations: Optional[int] = None,
logging_enabled: Optional[bool] = True
):
self.openai_api_key = openai_api_key
self.use_vectorstore = use_vectorstore
self.use_async = use_async
self.worker_name = worker_name
self.human_in_the_loop = human_in_the_loop
self.boss_prompt = boss_prompt
self.temperature = temperature
self.max_iterations = max_iterations
self.logging_enabled = logging_enabled
self.verbose = verbose
self.worker_node = Worker(
openai_api_key=self.openai_api_key,
temperature=self.temperature,
human_in_the_loop=self.human_in_the_loop,
verbose=self.verbose
)
self.boss_node = Boss(
api_key=self.openai_api_key,
worker_node=self.worker_node,
llm_class=OpenAI,
max_iterations=self.max_iterations,
verbose=self.verbose
)
self.logger = logging.getLogger()
if not logging_enabled:
self.logger.disabled = True
def run(self, objective):
try:
self.boss_node.task = self.boss_node.create_task(objective)
logging.info(f"Running task: {self.boss_node.task}")
if self.use_async:
loop = asyncio.get_event_loop()
result = loop.run_until_complete(self.boss_node.run())
else:
result = self.boss_node.run()
logging.info(f"Completed tasks: {self.boss_node.task}")
return result
except Exception as e:
logging.error(f"An error occurred in run: {e}")
return None
def swarm(
api_key: Optional[str]="",
objective: Optional[str]=""
):
if not api_key or not isinstance(api_key, str):
logging.error("Invalid OpenAI key")
raise ValueError("A valid OpenAI API key is required")
if not objective or not isinstance(objective, str):
logging.error("Invalid objective")
raise ValueError("A valid objective is required")
try:
swarms = HierarchicalSwarm(api_key, use_async=False)
result = swarms.run(objective)
if result is None:
logging.error("Failed to run swarms")
else:
logging.info(f"Successfully ran swarms with results: {result}")
return result
except Exception as e:
logging.error(f"An error occured in swarm: {e}")
return None
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