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import agent_tools
from smolagents import CodeAgent, AzureOpenAIServerModel
import app_tokens
model = AzureOpenAIServerModel(
model_id = app_tokens.AZURE_OPENAI_MODEL,
azure_endpoint = app_tokens.AZURE_OPENAI_ENDPOINT,
api_key = app_tokens.AZURE_OPENAI_API_KEY,
api_version = app_tokens.OPENAI_API_VERSION
)
class BasicAgent:
def __init__(self):
self.web_agent = CodeAgent(
model=model,
tools=[#agent_tools.tavily_search,
#agent_tools.duck_search,
agent_tools.visit_page,
agent_tools.wiki_search,
agent_tools.google_search,
agent_tools.final_answer
],
max_steps=8,
name="web_agent",
description="Runs web searches for you. Can use Google, DuckDuckGo and Wikipedia for search.",
add_base_tools = True
)
self.audio_agent = CodeAgent(
model=model,
tools=[agent_tools.speech_to_text_tool, agent_tools.final_answer],
max_steps=4,
name="audio_agent",
description="This agent can help you with converting audio to text.",
add_base_tools = True
)
self.py_agent = CodeAgent(
model=model,
tools=[agent_tools.do_python, agent_tools.final_answer],
additional_authorized_imports=["json","pandas","numpy", "regex"],
max_steps=8,
name="python_code_agent",
description="This agent can help you with executing and validating python code.",
add_base_tools = True
)
self.visual_agent = CodeAgent(
model=model,
tools=[agent_tools.visual_qa_tool, agent_tools.final_answer],
max_steps=4,
name="visual_qa_agent",
description="This agent can help you with answering questions about pictures.",
add_base_tools = True
)
self.manager_agent = CodeAgent(
model=model,
tools=[],
managed_agents=[self.web_agent, self.audio_agent, self.py_agent, self.visual_agent],
planning_interval=8,
verbosity_level=2,
max_steps=12,
add_base_tools = True
)
def forward(self, question: str, attachment: str = None) -> str:
if attachment:
result = self.manager_agent.run(question, additional_args={"attachment": attachment})
else:
result = self.manager_agent.run(question)
return result
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