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import os
from smolagents import (InferenceClientModel, CodeAgent, ToolCallingAgent,
DuckDuckGoSearchTool, VisitWebpageTool, FinalAnswerTool,
WikipediaSearchTool, PythonInterpreterTool,
TransformersModel
)
model_id = "deepseek-ai/DeepSeek-R1-0528-Qwen3-8B"
model = InferenceClientModel(
model_id,
token=os.getenv('HF_TOKEN')
)
#web_agent = ToolCallingAgent(
# tools=[
# DuckDuckGoSearchTool(),
# VisitWebpageTool(),
# WikipediaSearchTool()
# ],
# model=model,
# name="search_agent",
# description="Runs web searches for you. Give it your query as an argument.",
# )
#python_agent = CodeAgent(
# tools=[
# PythonInterpreterTool()
# ],
# model=model,
# name='python_agent',
# description='Use additional_authorized_imports for you. You need to do actions and help to answer the questions with python code',
# additional_authorized_imports=[
# "json",
# "pandas",
# "numpy",
# "requests",
# "time",
# "datetime",
# ],
# add_base_tools=True,
# )
class BasicAgent:
"""An agent who is able to answer questions."""
def __init__(self):
# Instantiate Agent
self.agent = CodeAgent(tools=[
DuckDuckGoSearchTool(),
VisitWebpageTool(),
WikipediaSearchTool(),
FinalAnswerTool()
],
model=model,
additional_authorized_imports=[
"json",
"pandas",
"numpy",
"requests",
"time",
"datetime",
"re"
],
add_base_tools=True,
)
print("BasicAgent initialized.")
def __call__(self, question: str) -> str:
print(f"Agent received question: {question}...")
answer = self.agent.run(question)
print(f"Agent returning answer: {answer}")
return answer |