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from smolagents import CodeAgent, LiteLLMModel
from smolagents.default_tools import (DuckDuckGoSearchTool,
VisitWebpageTool,
WikipediaSearchTool,
SpeechToTextTool,
PythonInterpreterTool)
import yaml
from final_answer import FinalAnswerTool
from tools import (youtube_frames_to_images, use_vision_model,
read_file, download_file_from_url,
extract_text_from_image, analyze_csv_file,
analyze_excel_file, youtube_transcribe,
transcribe_audio, review_youtube_video)
import os
from dotenv import load_dotenv
load_dotenv()
# Load prompts from YAML file
with open("prompts.yaml", 'r') as stream:
prompt_templates = yaml.safe_load(stream)
# WORKING MODEL SETUP
react_model = LiteLLMModel(
model_id="huggingface/gemini/gemini-1.5-flash",
api_key=os.getenv("GEMINI_KEY"),
temperature=0.2
)
manager_agent = CodeAgent(
model=react_model,
tools=[FinalAnswerTool(),
DuckDuckGoSearchTool(),
VisitWebpageTool(max_output_length=500000),
WikipediaSearchTool(extract_format='HTML'),
SpeechToTextTool(),
youtube_frames_to_images,
youtube_transcribe,
use_vision_model,
read_file, download_file_from_url,
extract_text_from_image,
analyze_csv_file, analyze_excel_file,
transcribe_audio,
review_youtube_video
],
managed_agents=[],
additional_authorized_imports=['os', 'pandas', 'numpy', 'PIL', 'tempfile', 'PIL.Image'],
max_steps=20,
verbosity_level=1,
planning_interval=6,
name="Manager",
description="The manager of the team, responsible for overseeing and guiding the team's work.",
prompt_templates=prompt_templates)
if __name__ == "__main__":
from smolagents import GradioUI
GradioUI(manager_agent).launch() |