pull/10/head
Kye 2 years ago
parent c3ae804f9f
commit 6bbafa931d

@ -20,32 +20,25 @@ logging.basicConfig(level=logging.INFO, format='%(asctime)s - %(levelname)s - %(
# TODO: Off
class HierarchicalSwarm:
def __init__(self,
model_id: str = None,
openai_api_key="",
use_vectorstore=True,
embedding_size: int = None,
use_async=True,
human_in_the_loop=True,
model_type: str = None,
boss_prompt: str = None,
worker_prompt:str = None,
temperature=None,
max_iterations=None,
log_level: str = 'INFO'
):
#openai_api_key: the openai key. Default is empty
if not model_id:
logging.error("Model ID is not provided")
raise ValueError("Model ID is required")
if not openai_api_key:
logging.error("OpenAI key is not provided")
raise ValueError("OpenAI API key is required")
def __init__(
self,
model_id: Optional[str] = None,
openai_api_key: Optional[str] = "",
use_vectorstore: Optional[bool] = True,
embedding_size: Optional[int] = None,
use_async: Optional[bool] = True,
human_in_the_loop: Optional[bool] = True,
model_type: Optional[str] = None,
boss_prompt: Optional[str] = None,
worker_prompt: Optional[str] = None,
temperature: Optional[float] = None,
max_iterations: Optional[int] = None,
logging_enabled: Optional[bool] = True):
self.model_id = model_id
self.openai_api_key = openai_api_key
self.use_vectorstore = use_vectorstore
self.use_async = use_async
self.human_in_the_loop = human_in_the_loop
self.model_type = model_type
@ -56,10 +49,15 @@ class HierarchicalSwarm:
self.temperature = temperature
self.max_iterations = max_iterations
self.logging_enabled = logging_enabled
self.logger = logging.getLogger()
if not logging_enabled:
self.logger.disabled = True
def initialize_llm(self, llm_class):
def initialize_llm(self, llm_class: Optional = None):
"""
Init LLM
@ -219,7 +217,12 @@ class HierarchicalSwarm:
return None
# usage-# usage-
def swarm(api_key="", objective="", model_type="", model_id=""):
def swarm(
api_key: Optional[str]="",
objective: Optional[str]="",
model_type: Optional[str]="",
model_id: Optional[str]=""
):
"""
Run the swarm with the given API key and objective.
@ -238,7 +241,7 @@ def swarm(api_key="", objective="", model_type="", model_id=""):
logging.error("Invalid objective")
raise ValueError("A valid objective is required")
try:
swarms = HierarchicalSwarm(api_key, model_id=model_type, use_async=False, model_type=model_type) # Turn off async
swarms = HierarchicalSwarm(api_key, model_id=model_type, use_async=False, model_type=model_type, logging_enabled=logging_enabled) # Turn off async
result = swarms.run(objective)
if result is None:
logging.error("Failed to run swarms")

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