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File size: 1,900 Bytes
cb43752 efbf494 4337336 9d9535b 9d83242 cb43752 9d9535b cb43752 9d9535b 7c09eaf 9d9535b 9d83242 9d9535b 4337336 7c09eaf 4337336 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 | from smolagents import CodeAgent, InferenceClientModel
from smolagents import VisitWebpageTool, WebSearchTool, WikipediaSearchTool, PythonInterpreterTool,FinalAnswerTool
class GaiaAgent:
def __init__(self):
self.model = InferenceClientModel(
max_tokens = 8096,
temperature = 0.5,
model_id = "deepseek-ai/DeepSeek-R1-0528"
provider = "huggingface" #'https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud',
custom_role_conversations=None
)
#or
#model=InferenceClientModel(model_id="Qwen/Qwen2.5-Coder-32B-Instruct", provider="together")
#with open("prompts.yaml", 'r') as stream:
# prompt_templates = yaml.safe_load(stream)
#Creating the agent
self.agent = CodeAgent(
model=self.model,
tools=[
VisitWebpageTool(),
WebSearchTool(),
WikipediaSearchTool(),
PythonInterpreterTool(),
FinalAnswerTool(),
],
max_steps=10,
verbosity_level = 1, #or other parameter
grammar = None,
planning_interval=None,
#name="web_agent",
#description="Brows the web to find information",
#additional_autorized_imports = ["pandas"],
)
def __call__(self, question: str) -> str:
try:
return self.agent.run(question)
except Exception as e:
return f"ERROR: {e}"
#manager_agent = CodeAgent(
# model=InferenceClientModel("deepseek-ai/DeepSeek-R1", provider="together", max_tokens=8096),
# managed_agent=[web_agent],
# additional_authorized_imports=[
# "datetime",
# "pandas",
# "numpy",
# "json"
# ],
#planning_intervals=5,
#verbosity_level=2,
#max_steps=15,
#)
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