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Running
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Update run.py
Browse files
run.py
CHANGED
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@@ -2,6 +2,7 @@ import argparse
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import os
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import threading
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import sys
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from io import StringIO
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from contextlib import redirect_stdout, redirect_stderr
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@@ -36,6 +37,23 @@ AUTHORIZED_IMPORTS = [
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append_answer_lock = threading.Lock()
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class StreamingCapture:
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"""Captures stdout/stderr and yields content in real-time"""
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def __init__(self):
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@@ -161,26 +179,55 @@ Additionally, if after some searching you find out that you need more informatio
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def run_agent_with_streaming(agent, question, stream_callback=None):
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"""Run agent and stream output in real-time"""
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#
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stderr_capture = StreamingCapture()
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if stream_callback:
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try:
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with redirect_stdout(stdout_capture), redirect_stderr(stderr_capture):
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answer = agent.run(question)
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return answer
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except Exception as e:
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error_msg = f"[ERROR] Exception occurred: {str(e)}"
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print(error_msg)
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if stream_callback:
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stream_callback(error_msg)
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raise
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def create_gradio_interface():
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import os
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import threading
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import sys
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import logging
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from io import StringIO
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from contextlib import redirect_stdout, redirect_stderr
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append_answer_lock = threading.Lock()
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class StreamingHandler(logging.Handler):
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"""Custom logging handler that captures agent logs"""
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def __init__(self):
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super().__init__()
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self.callbacks = []
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self.buffer = []
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def add_callback(self, callback):
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self.callbacks.append(callback)
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def emit(self, record):
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msg = self.format(record)
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self.buffer.append(msg + '\n')
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for callback in self.callbacks:
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callback(msg + '\n')
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class StreamingCapture:
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"""Captures stdout/stderr and yields content in real-time"""
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def __init__(self):
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def run_agent_with_streaming(agent, question, stream_callback=None):
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"""Run agent and stream output in real-time"""
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# Set up logging capture
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log_handler = StreamingHandler()
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if stream_callback:
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log_handler.add_callback(stream_callback)
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# Add handler to root logger and smolagents loggers
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root_logger = logging.getLogger()
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smolagents_logger = logging.getLogger('smolagents')
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# Store original handlers
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original_handlers = root_logger.handlers[:]
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original_level = root_logger.level
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try:
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# Configure logging to capture everything
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root_logger.setLevel(logging.DEBUG)
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root_logger.addHandler(log_handler)
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smolagents_logger.setLevel(logging.DEBUG)
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smolagents_logger.addHandler(log_handler)
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# Also capture stdout/stderr
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stdout_capture = StreamingCapture()
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stderr_capture = StreamingCapture()
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if stream_callback:
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stdout_capture.add_callback(stream_callback)
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stderr_capture.add_callback(stream_callback)
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with redirect_stdout(stdout_capture), redirect_stderr(stderr_capture):
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if stream_callback:
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stream_callback(f"[STARTING] Running agent with question: {question}\n")
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answer = agent.run(question)
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if stream_callback:
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stream_callback(f"[COMPLETED] Final answer: {answer}\n")
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return answer
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except Exception as e:
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error_msg = f"[ERROR] Exception occurred: {str(e)}\n"
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if stream_callback:
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stream_callback(error_msg)
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raise
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finally:
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# Restore original logging configuration
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root_logger.handlers = original_handlers
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root_logger.setLevel(original_level)
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smolagents_logger.removeHandler(log_handler)
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def create_gradio_interface():
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