stream thread run responses with tool calls

This commit is contained in:
marko-kraemer 2024-11-11 18:32:26 +01:00
parent 529ff8f7fc
commit d0f2f2b2cc
77 changed files with 402 additions and 96 deletions

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@ -36,12 +36,12 @@ MODULES = {
}
STARTER_EXAMPLES = {
"example-agent": {
"example_agent": {
"description": "Web development agent with file and terminal tools",
"files": {
"agent.py": "examples/example-agent/agent.py",
"tools/files_tool.py": "examples/example-agent/tools/files_tool.py",
"tools/terminal_tool.py": "examples/example-agent/tools/terminal_tool.py",
"agent.py": "examples/example_agent/agent.py",
"tools/files_tool.py": "examples/example_agent/tools/files_tool.py",
"tools/terminal_tool.py": "examples/example_agent/tools/terminal_tool.py",
}
}
}

View File

@ -1,9 +1,6 @@
import os
import asyncio
from datetime import datetime
from pathlib import Path
from collections import defaultdict
from typing import Optional, List
from agentpress.tool import Tool, ToolResult, tool_schema
from agentpress.state_manager import StateManager

View File

@ -20,10 +20,6 @@ os.environ['GROQ_API_KEY'] = GROQ_API_KEY
# agentops.init(AGENTOPS_API_KEY)
# os.environ['LITELLM_LOG'] = 'DEBUG'
# Setup logging
logging.basicConfig(level=logging.INFO)
logger = logging.getLogger(__name__)
async def make_llm_api_call(messages, model_name, response_format=None, temperature=0, max_tokens=None, tools=None, tool_choice="auto", api_key=None, api_base=None, agentops_session=None, stream=False, top_p=None):
litellm.set_verbose = True
@ -32,13 +28,13 @@ async def make_llm_api_call(messages, model_name, response_format=None, temperat
try:
return await api_call_func()
except litellm.exceptions.RateLimitError as e:
logger.warning(f"Rate limit exceeded. Waiting for 30 seconds before retrying...")
logging.warning(f"Rate limit exceeded. Waiting for 30 seconds before retrying...")
await asyncio.sleep(30)
except OpenAIError as e:
logger.info(f"API call failed, retrying attempt {attempt + 1}. Error: {e}")
logging.info(f"API call failed, retrying attempt {attempt + 1}. Error: {e}")
await asyncio.sleep(5)
except json.JSONDecodeError:
logger.error(f"JSON decoding failed, retrying attempt {attempt + 1}")
logging.error(f"JSON decoding failed, retrying attempt {attempt + 1}")
await asyncio.sleep(5)
raise Exception("Failed to make API call after multiple attempts.")
@ -77,7 +73,7 @@ async def make_llm_api_call(messages, model_name, response_format=None, temperat
}
# Log the API request
logger.info(f"Sending API request: {json.dumps(api_call_params, indent=2)}")
# logging.info(f"Sending API request: {json.dumps(api_call_params, indent=2)}")
if agentops_session:
response = await agentops_session.patch(litellm.acompletion)(**api_call_params)
@ -85,7 +81,7 @@ async def make_llm_api_call(messages, model_name, response_format=None, temperat
response = await litellm.acompletion(**api_call_params)
# Log the API response
logger.info(f"Received API response: {response}")
# logging.info(f"Received API response: {response}")
return response
@ -104,24 +100,34 @@ if __name__ == "__main__":
response = await make_llm_api_call(messages, model_name, stream=stream)
if stream:
print("Streaming response:")
print("\n🤖 Streaming response:\n")
buffer = ""
async for chunk in response:
if isinstance(chunk, dict) and 'choices' in chunk:
content = chunk['choices'][0]['delta'].get('content', '')
print(content, end='', flush=True)
else:
# For non-dict responses (like ModelResponse objects)
content = chunk.choices[0].delta.content
if content:
print(content, end='', flush=True)
print("\nStream completed.")
if content:
buffer += content
# Print complete words/sentences when we hit whitespace
if content[-1].isspace():
print(buffer, end='', flush=True)
buffer = ""
# Print any remaining content
if buffer:
print(buffer, flush=True)
print("\n✨ Stream completed.\n")
else:
print("Non-streaming response:")
print("\n🤖 Response:\n")
if isinstance(response, dict) and 'choices' in response:
print(response['choices'][0]['message']['content'])
else:
# For non-dict responses (like ModelResponse objects)
print(response.choices[0].message.content)
print()
# Example usage:
# asyncio.run(test_llm_api_call(stream=True)) # For streaming

View File

@ -2,7 +2,7 @@ import json
import logging
import asyncio
import os
from typing import List, Dict, Any, Optional, Callable, Type
from typing import List, Dict, Any, Optional, Callable, Type, Union, AsyncGenerator
from agentpress.llm import make_llm_api_call
from agentpress.tool import Tool, ToolResult
from agentpress.tool_registry import ToolRegistry
@ -147,8 +147,11 @@ class ThreadManager:
return True
return False
async def run_thread(self, thread_id: str, system_message: Dict[str, Any], model_name: str, temperature: float = 0, max_tokens: Optional[int] = None, tool_choice: str = "auto", additional_message: Optional[Dict[str, Any]] = None, execute_tools_async: bool = True, execute_model_tool_calls: bool = True, use_tools: bool = False) -> Dict[str, Any]:
async def run_thread(self, thread_id: str, system_message: Dict[str, Any], model_name: str, temperature: float = 0, max_tokens: Optional[int] = None, tool_choice: str = "auto", additional_message: Optional[Dict[str, Any]] = None, execute_tools_async: bool = True, execute_model_tool_calls: bool = True, use_tools: bool = False, stream: bool = False) -> Union[Dict[str, Any], AsyncGenerator]:
"""
Run a thread with the given parameters. If stream=True, returns an AsyncGenerator that yields response chunks.
Otherwise returns a Dict with the complete response.
"""
messages = await self.list_messages(thread_id)
prepared_messages = [system_message] + messages
@ -165,8 +168,35 @@ class ThreadManager:
max_tokens=max_tokens,
tools=tools,
tool_choice=tool_choice if use_tools else None,
stream=False
stream=stream
)
if stream:
return self._handle_streaming_response(thread_id, llm_response, use_tools, execute_model_tool_calls, execute_tools_async)
# For non-streaming, handle the response as before
if use_tools and execute_model_tool_calls:
await self.handle_response_with_tools(thread_id, llm_response, execute_tools_async)
else:
await self.handle_response_without_tools(thread_id, llm_response)
return {
"llm_response": llm_response,
"run_thread_params": {
"thread_id": thread_id,
"system_message": system_message,
"model_name": model_name,
"temperature": temperature,
"max_tokens": max_tokens,
"tool_choice": tool_choice,
"additional_message": additional_message,
"execute_tools_async": execute_tools_async,
"execute_model_tool_calls": execute_model_tool_calls,
"use_tools": use_tools,
"stream": stream
}
}
except Exception as e:
logging.error(f"Error in API call: {str(e)}")
return {
@ -182,30 +212,96 @@ class ThreadManager:
"additional_message": additional_message,
"execute_tools_async": execute_tools_async,
"execute_model_tool_calls": execute_model_tool_calls,
"use_tools": use_tools
"use_tools": use_tools,
"stream": stream
}
}
if use_tools and execute_model_tool_calls:
await self.handle_response_with_tools(thread_id, llm_response, execute_tools_async)
else:
await self.handle_response_without_tools(thread_id, llm_response)
async def _handle_streaming_response(self, thread_id: str, response_stream: AsyncGenerator, use_tools: bool, execute_model_tool_calls: bool, execute_tools_async: bool) -> AsyncGenerator:
"""Handle streaming response and tool execution"""
tool_calls_map = {} # Map to store tool calls by index
content_buffer = ""
return {
"llm_response": llm_response,
"run_thread_params": {
"thread_id": thread_id,
"system_message": system_message,
"model_name": model_name,
"temperature": temperature,
"max_tokens": max_tokens,
"tool_choice": tool_choice,
"additional_message": additional_message,
"execute_tools_async": execute_tools_async,
"execute_model_tool_calls": execute_model_tool_calls,
"use_tools": use_tools
}
}
async def process_chunk(chunk):
nonlocal content_buffer
# Process tool calls in the chunk
if hasattr(chunk.choices[0], 'delta'):
delta = chunk.choices[0].delta
# Handle content if present
if hasattr(delta, 'content') and delta.content:
content_buffer += delta.content
# Handle tool calls
if hasattr(delta, 'tool_calls') and delta.tool_calls:
for tool_call in delta.tool_calls:
idx = tool_call.index
if idx not in tool_calls_map:
tool_calls_map[idx] = {
'id': tool_call.id if tool_call.id else None,
'type': 'function',
'function': {
'name': tool_call.function.name if tool_call.function.name else None,
'arguments': ''
}
}
current_tool = tool_calls_map[idx]
if tool_call.id:
current_tool['id'] = tool_call.id
if tool_call.function.name:
current_tool['function']['name'] = tool_call.function.name
if tool_call.function.arguments:
current_tool['function']['arguments'] += tool_call.function.arguments
# If this is the final chunk with tool_calls finish_reason
if chunk.choices[0].finish_reason == 'tool_calls' and use_tools and execute_model_tool_calls:
try:
# Convert tool_calls_map to list and sort by index
tool_calls = [tool_calls_map[idx] for idx in sorted(tool_calls_map.keys())]
# Create assistant message with tool calls and any content
assistant_message = {
"role": "assistant",
"content": content_buffer,
"tool_calls": tool_calls
}
await self.add_message(thread_id, assistant_message)
# Process the complete tool calls
processed_tool_calls = []
for tool_call in tool_calls:
try:
args_str = tool_call['function']['arguments']
# Try to parse the string as JSON
tool_call['function']['arguments'] = json.loads(args_str)
processed_tool_calls.append(tool_call)
logging.info(f"Processed tool call: {tool_call}")
except json.JSONDecodeError as e:
logging.error(f"Error parsing tool call arguments: {e}, args: {args_str}")
continue
# Execute tools with the processed tool calls
available_functions = self.get_available_functions()
if execute_tools_async:
tool_results = await self.execute_tools_async(processed_tool_calls, available_functions, thread_id)
else:
tool_results = await self.execute_tools_sync(processed_tool_calls, available_functions, thread_id)
# Add tool results
for result in tool_results:
await self.add_message(thread_id, result)
logging.info(f"Tool execution result: {result}")
except Exception as e:
logging.error(f"Error executing tools: {str(e)}")
logging.error(f"Tool calls: {tool_calls}")
return chunk
async for chunk in response_stream:
processed_chunk = await process_chunk(chunk)
yield processed_chunk
async def handle_response_without_tools(self, thread_id: str, response: Any):
response_content = response.choices[0].message['content']
@ -265,15 +361,24 @@ class ThreadManager:
async def execute_tools_async(self, tool_calls, available_functions, thread_id):
async def execute_single_tool(tool_call):
function_name = tool_call.function.name
function_args = json.loads(tool_call.function.arguments)
tool_call_id = tool_call.id
try:
if isinstance(tool_call, dict):
function_name = tool_call['function']['name']
function_args = tool_call['function']['arguments'] # Already a dict
tool_call_id = tool_call['id']
else:
function_name = tool_call.function.name
function_args = json.loads(tool_call.function.arguments) if isinstance(tool_call.function.arguments, str) else tool_call.function.arguments
tool_call_id = tool_call.id
function_to_call = available_functions.get(function_name)
if function_to_call:
return await self.execute_tool(function_to_call, function_args, function_name, tool_call_id)
else:
logging.warning(f"Function {function_name} not found in available functions")
function_to_call = available_functions.get(function_name)
if function_to_call:
return await self.execute_tool(function_to_call, function_args, function_name, tool_call_id)
else:
logging.warning(f"Function {function_name} not found in available functions")
return None
except Exception as e:
logging.error(f"Error executing tool: {str(e)}")
return None
tool_results = await asyncio.gather(*[execute_single_tool(tool_call) for tool_call in tool_calls])
@ -282,17 +387,25 @@ class ThreadManager:
async def execute_tools_sync(self, tool_calls, available_functions, thread_id):
tool_results = []
for tool_call in tool_calls:
function_name = tool_call.function.name
function_args = json.loads(tool_call.function.arguments)
tool_call_id = tool_call.id
try:
if isinstance(tool_call, dict):
function_name = tool_call['function']['name']
function_args = tool_call['function']['arguments'] # Already a dict
tool_call_id = tool_call['id']
else:
function_name = tool_call.function.name
function_args = json.loads(tool_call.function.arguments) if isinstance(tool_call.function.arguments, str) else tool_call.function.arguments
tool_call_id = tool_call.id
function_to_call = available_functions.get(function_name)
if function_to_call:
result = await self.execute_tool(function_to_call, function_args, function_name, tool_call_id)
if result:
tool_results.append(result)
else:
logging.warning(f"Function {function_name} not found in available functions")
function_to_call = available_functions.get(function_name)
if function_to_call:
result = await self.execute_tool(function_to_call, function_args, function_name, tool_call_id)
if result:
tool_results.append(result)
else:
logging.warning(f"Function {function_name} not found in available functions")
except Exception as e:
logging.error(f"Error executing tool: {str(e)}")
return tool_results
@ -320,54 +433,75 @@ class ThreadManager:
if __name__ == "__main__":
import asyncio
from tools.files_tool import FilesTool
from agentpress.examples.example_agent.tools.files_tool import FilesTool
async def main():
manager = ThreadManager()
manager.add_tool(FilesTool, ['create_file', 'read_file'])
manager.add_tool(FilesTool, ['create_file'])
thread_id = await manager.create_thread()
await manager.add_message(thread_id, {"role": "user", "content": "Please create a file with a random name with the content 'Hello, world!'"})
# Add a test message
await manager.add_message(thread_id, {
"role": "user",
"content": "Please create a file with a random name with the content 'Hello, world!' Explain what robotics is in a short message to me.."
})
system_message = {"role": "system", "content": "You are a helpful assistant that can create, read, update, and delete files."}
model_name = "gpt-4o"
system_message = {
"role": "system",
"content": "You are a helpful assistant that can create, read, update, and delete files."
}
model_name = "gpt-4o-mini"
# Test with tools
response_with_tools = await manager.run_thread(
# Test with tools (non-streaming)
print("\n🤖 Testing non-streaming response with tools:")
response = await manager.run_thread(
thread_id=thread_id,
system_message=system_message,
model_name=model_name,
temperature=0.7,
max_tokens=150,
tool_choice="auto",
additional_message=None,
execute_tools_async=True,
execute_model_tool_calls=True,
use_tools=True
stream=False,
use_tools=True,
execute_model_tool_calls=True
)
print("Response with tools:", response_with_tools)
# Print the non-streaming response
if "error" in response:
print(f"Error: {response['message']}")
else:
print(response["llm_response"].choices[0].message.content)
print("\n✨ Response completed.\n")
# Test without tools
response_without_tools = await manager.run_thread(
# Test streaming
print("\n🤖 Testing streaming response:")
stream_response = await manager.run_thread(
thread_id=thread_id,
system_message=system_message,
model_name=model_name,
temperature=0.7,
max_tokens=150,
additional_message={"role": "user", "content": "What's the capital of France?"},
use_tools=False
stream=True,
use_tools=True,
execute_model_tool_calls=True
)
print("Response without tools:", response_without_tools)
buffer = ""
async for chunk in stream_response:
if isinstance(chunk, dict) and 'choices' in chunk:
content = chunk['choices'][0]['delta'].get('content', '')
else:
# For non-dict responses (like ModelResponse objects)
content = chunk.choices[0].delta.content
# List messages in the thread
messages = await manager.list_messages(thread_id)
print("\nMessages in the thread:")
for msg in messages:
print(f"{msg['role'].capitalize()}: {msg['content']}")
if content:
buffer += content
# Print complete words/sentences when we hit whitespace
if content[-1].isspace():
print(buffer, end='', flush=True)
buffer = ""
# Print any remaining content
if buffer:
print(buffer, flush=True)
print("\n✨ Stream completed.\n")
# Run the async main function
asyncio.run(main())

79
poetry.lock generated
View File

@ -758,6 +758,17 @@ perf = ["ipython"]
test = ["flufl.flake8", "importlib-resources (>=1.3)", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6,!=8.1.*)", "pytest-perf (>=0.9.2)"]
type = ["pytest-mypy"]
[[package]]
name = "iniconfig"
version = "2.0.0"
description = "brain-dead simple config-ini parsing"
optional = false
python-versions = ">=3.7"
files = [
{file = "iniconfig-2.0.0-py3-none-any.whl", hash = "sha256:b6a85871a79d2e3b22d2d1b94ac2824226a63c6b741c88f7ae975f18b6778374"},
{file = "iniconfig-2.0.0.tar.gz", hash = "sha256:2d91e135bf72d31a410b17c16da610a82cb55f6b0477d1a902134b24a455b8b3"},
]
[[package]]
name = "jinja2"
version = "3.1.4"
@ -1415,6 +1426,21 @@ tests = ["check-manifest", "coverage", "defusedxml", "markdown2", "olefile", "pa
typing = ["typing-extensions"]
xmp = ["defusedxml"]
[[package]]
name = "pluggy"
version = "1.5.0"
description = "plugin and hook calling mechanisms for python"
optional = false
python-versions = ">=3.8"
files = [
{file = "pluggy-1.5.0-py3-none-any.whl", hash = "sha256:44e1ad92c8ca002de6377e165f3e0f1be63266ab4d554740532335b9d75ea669"},
{file = "pluggy-1.5.0.tar.gz", hash = "sha256:2cffa88e94fdc978c4c574f15f9e59b7f4201d439195c3715ca9e2486f1d0cf1"},
]
[package.extras]
dev = ["pre-commit", "tox"]
testing = ["pytest", "pytest-benchmark"]
[[package]]
name = "prompt-toolkit"
version = "3.0.36"
@ -1820,6 +1846,46 @@ files = [
[package.dependencies]
pywin32 = {version = ">=226", markers = "platform_system == \"Windows\""}
[[package]]
name = "pytest"
version = "8.3.3"
description = "pytest: simple powerful testing with Python"
optional = false
python-versions = ">=3.8"
files = [
{file = "pytest-8.3.3-py3-none-any.whl", hash = "sha256:a6853c7375b2663155079443d2e45de913a911a11d669df02a50814944db57b2"},
{file = "pytest-8.3.3.tar.gz", hash = "sha256:70b98107bd648308a7952b06e6ca9a50bc660be218d53c257cc1fc94fda10181"},
]
[package.dependencies]
colorama = {version = "*", markers = "sys_platform == \"win32\""}
exceptiongroup = {version = ">=1.0.0rc8", markers = "python_version < \"3.11\""}
iniconfig = "*"
packaging = "*"
pluggy = ">=1.5,<2"
tomli = {version = ">=1", markers = "python_version < \"3.11\""}
[package.extras]
dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"]
[[package]]
name = "pytest-asyncio"
version = "0.24.0"
description = "Pytest support for asyncio"
optional = false
python-versions = ">=3.8"
files = [
{file = "pytest_asyncio-0.24.0-py3-none-any.whl", hash = "sha256:a811296ed596b69bf0b6f3dc40f83bcaf341b155a269052d82efa2b25ac7037b"},
{file = "pytest_asyncio-0.24.0.tar.gz", hash = "sha256:d081d828e576d85f875399194281e92bf8a68d60d72d1a2faf2feddb6c46b276"},
]
[package.dependencies]
pytest = ">=8.2,<9"
[package.extras]
docs = ["sphinx (>=5.3)", "sphinx-rtd-theme (>=1.0)"]
testing = ["coverage (>=6.2)", "hypothesis (>=5.7.1)"]
[[package]]
name = "python-dateutil"
version = "2.9.0.post0"
@ -2535,6 +2601,17 @@ files = [
{file = "toml-0.10.2.tar.gz", hash = "sha256:b3bda1d108d5dd99f4a20d24d9c348e91c4db7ab1b749200bded2f839ccbe68f"},
]
[[package]]
name = "tomli"
version = "2.0.2"
description = "A lil' TOML parser"
optional = false
python-versions = ">=3.8"
files = [
{file = "tomli-2.0.2-py3-none-any.whl", hash = "sha256:2ebe24485c53d303f690b0ec092806a085f07af5a5aa1464f3931eec36caaa38"},
{file = "tomli-2.0.2.tar.gz", hash = "sha256:d46d457a85337051c36524bc5349dd91b1877838e2979ac5ced3e710ed8a60ed"},
]
[[package]]
name = "tornado"
version = "6.4.1"
@ -2816,4 +2893,4 @@ type = ["pytest-mypy"]
[metadata]
lock-version = "2.0"
python-versions = "^3.9"
content-hash = "f0fff448097f38773c4926c447e2d69c1bfcebafd29c6aefe9fc462db30c613d"
content-hash = "d4c229cc0ecd64741dcf73186dce1c90100230e57acca3aa589e66dbb3052e9d"

View File

@ -28,6 +28,8 @@ questionary = "^2.0.1"
requests = "^2.31.0"
packaging = "^23.2"
setuptools = "^75.3.0"
pytest = "^8.3.3"
pytest-asyncio = "^0.24.0"
[tool.poetry.scripts]
agentpress = "agentpress.cli:main"

22
state.json Normal file
View File

@ -0,0 +1,22 @@
{
"files": {
"random_message.txt": {
"content": "Hello, world!"
},
"random_file_2.txt": {
"content": "Hello, world!"
},
"robotics_explanation_2.txt": {
"content": "Robotics is a branch of engineering and science that involves the design, construction, operation, and use of robots. It combines elements of mechanical engineering, electrical engineering, computer science, and artificial intelligence to create machines that can perform tasks autonomously or semi-autonomously."
},
"random_file_1.txt": {
"content": "Hello, world!"
},
"robotics_explanation.txt": {
"content": "Robotics is a branch of engineering and science that involves the design, construction, operation, and use of robots. It combines elements of computer science, mechanical engineering, and electrical engineering to create machines that can perform tasks autonomously or semi-autonomously, often mimicking human actions."
},
"hello_message.txt": {
"content": "Hello, world!"
}
}
}

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@ -0,0 +1 @@
{"messages": [{"role": "user", "content": "Please create a file with a random name with the content 'Hello, world!' Dont explain anything just create the file."}, {"role": "assistant", "content": "", "tool_calls": [{"id": "call_ifVBPhsz6hFh4rF6DZ0zbawV", "type": "function", "function": {"name": "create_file", "arguments": ""}}, {"id": null, "type": "function", "function": {"name": null, "arguments": "{\""}}, {"id": null, "type": "function", "function": {"name": null, "arguments": "file"}}, {"id": null, "type": "function", "function": {"name": null, "arguments": "_path"}}, {"id": null, "type": "function", "function": {"name": null, "arguments": "\":\""}}, {"id": null, "type": "function", "function": {"name": null, "arguments": "file"}}, {"id": null, "type": "function", "function": {"name": null, "arguments": "_"}}, {"id": null, "type": "function", "function": {"name": null, "arguments": "4"}}, {"id": null, "type": "function", "function": {"name": null, "arguments": "e"}}, {"id": null, "type": "function", "function": {"name": null, "arguments": "7"}}, {"id": null, "type": "function", "function": {"name": null, "arguments": "e"}}, {"id": null, "type": "function", "function": {"name": null, "arguments": "3"}}, {"id": null, "type": "function", "function": {"name": null, "arguments": "c"}}, {"id": null, "type": "function", "function": {"name": null, "arguments": ".txt"}}, {"id": null, "type": "function", "function": {"name": null, "arguments": "\",\""}}, {"id": null, "type": "function", "function": {"name": null, "arguments": "content"}}, {"id": null, "type": "function", "function": {"name": null, "arguments": "\":\""}}, {"id": null, "type": "function", "function": {"name": null, "arguments": "Hello"}}, {"id": null, "type": "function", "function": {"name": null, "arguments": ","}}, {"id": null, "type": "function", "function": {"name": null, "arguments": " world"}}, {"id": null, "type": "function", "function": {"name": null, "arguments": "!\""}}, {"id": null, "type": "function", "function": {"name": null, "arguments": "}"}}]}, {"role": "assistant", "content": "Error processing tool calls"}]}

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{"messages": [{"role": "user", "content": "Please create a file with a random name with the content 'Hello, world!' Dont explain anything just create the file."}]}

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{"messages": [{"role": "user", "content": "Please create a file with a random name with the content 'Hello, world!' Explain what robotics is in a short message to me.."}, {"role": "assistant", "content": "I'll help you create a file with \"Hello, world!\" and explain robotics.\n\nFirst, let me create a file with a random name (I'll use \"random_message.txt\"):", "tool_calls": [{"id": "toolu_016eMdJ7t3CnCn69AdBG6JWK", "type": "function", "function": {"name": "create_file", "arguments": "{\"file_path\": \"random_message.txt\", \"content\": \"Hello, world!\"}"}}]}]}

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{"messages": [{"role": "user", "content": "Please create a file with a random name with the content 'Hello, world!' Explain what robotics is in a short message to me.."}, {"role": "assistant", "content": "", "tool_calls": [{"id": "call_L8dN1sNycdOtlfEkJZ2dQA1k", "type": "function", "function": {"name": "create_file", "arguments": "{\"file_path\": \"random_file_1.txt\", \"content\": \"Hello, world!\"}"}}, {"id": "call_d9LvaF8ZLf1AqmWlFmG7HGg3", "type": "function", "function": {"name": "create_file", "arguments": "{\"file_path\": \"robotics_explanation.txt\", \"content\": \"Robotics is a branch of technology that deals with the design, construction, operation, and application of robots. It combines elements of engineering, computer science, and artificial intelligence to create machines that can perform tasks autonomously or with minimal human intervention.\"}"}}]}, {"role": "tool", "tool_call_id": "call_L8dN1sNycdOtlfEkJZ2dQA1k", "name": "create_file", "content": "ToolResult(success=True, output=\"File 'random_file_1.txt' created successfully.\")"}, {"role": "tool", "tool_call_id": "call_d9LvaF8ZLf1AqmWlFmG7HGg3", "name": "create_file", "content": "ToolResult(success=True, output=\"File 'robotics_explanation.txt' created successfully.\")"}]}

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{"messages": [{"role": "user", "content": "Please create a file with a random name with the content 'Hello, world!'"}]}

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{"messages": [{"role": "user", "content": "Please create a file with a random name with the content 'Hello, world!'"}]}

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{"messages": [{"role": "user", "content": "Please create a file with a random name with the content 'Hello, world!' Explain what robotics is in a short message to me.."}, {"role": "assistant", "content": "I'll help you create a file with \"Hello, world!\" and explain robotics.\n\nFirst, let me create a file with a random name (I'll use \"hello_message.txt\"):", "tool_calls": [{"id": "toolu_01UV5iijhhU1icuwtjczAfvj", "type": "function", "function": {"name": "create_file", "arguments": "{\"file_path\": \"hello_message.txt\", \"content\": \"Hello, world!\"}"}}]}, {"role": "tool", "tool_call_id": "toolu_01UV5iijhhU1icuwtjczAfvj", "name": "create_file", "content": "ToolResult(success=True, output=\"File 'hello_message.txt' created successfully.\")"}]}

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{"messages": [{"role": "user", "content": "Please create a file with a random name with the content 'Hello, world!' Explain what robotics is in a short message to me.."}, {"role": "assistant", "content": "", "tool_calls": [{"id": "call_WnUnopRIUUZdwJ1I74YE6Sgw", "type": "function", "function": {"name": "create_file", "arguments": "{\"file_path\": \"HelloWorld.txt\", \"content\": \"Hello, world!\"}"}}, {"id": "call_ZmUrI7VID1xrnPyXihWWbtCZ", "type": "function", "function": {"name": "create_file", "arguments": "{\"file_path\": \"RoboticsExplanation.txt\", \"content\": \"Robotics is a field of engineering and science that involves the design, construction, operation, and use of robots. It combines elements from various disciplines such as mechanical engineering, electrical engineering, computer science, and artificial intelligence to create machines that can perform tasks autonomously or semi-autonomously.\"}"}}]}, {"role": "tool", "tool_call_id": "call_WnUnopRIUUZdwJ1I74YE6Sgw", "name": "create_file", "content": "ToolResult(success=True, output=\"File 'HelloWorld.txt' created successfully.\")"}, {"role": "tool", "tool_call_id": "call_ZmUrI7VID1xrnPyXihWWbtCZ", "name": "create_file", "content": "ToolResult(success=True, output=\"File 'RoboticsExplanation.txt' created successfully.\")"}]}

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{"messages": [{"role": "user", "content": "Please create a file with a random name with the content 'Hello, world!' Dont explain anything just create the file."}, {"role": "assistant", "content": "", "tool_calls": [{"id": "call_tYcwKtvXhxxqOhWRBnlqE5GB", "type": "function", "function": {"name": "create_file", "arguments": "{\"file_path\":\"file_9q8r2.txt\",\"content\":\"Hello, world!\"}"}}]}, {"role": "tool", "tool_call_id": "call_tYcwKtvXhxxqOhWRBnlqE5GB", "name": "create_file", "content": "ToolResult(success=True, output=\"File 'file_9q8r2.txt' created successfully.\")"}, {"role": "assistant", "content": ""}]}

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{"messages": [{"role": "user", "content": "Please create a file with a random name with the content 'Hello, world!'"}, {"role": "assistant", "content": "", "tool_calls": [{"id": "call_ZCgL0C9rnjnehwuu8RznxhvK", "type": "function", "function": {"name": "create_file", "arguments": "{\"file_path\":\"random_file_1.txt\",\"content\":\"Hello, world!\"}"}}]}, {"role": "tool", "tool_call_id": "call_ZCgL0C9rnjnehwuu8RznxhvK", "name": "create_file", "content": "ToolResult(success=True, output=\"File 'random_file_1.txt' created successfully.\")"}]}

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{"messages": [{"role": "user", "content": "Please create a file with a random name with the content 'Hello, world!' Dont explain anything just create the file."}]}

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{"messages": [{"role": "user", "content": "Please create a file with a random name with the content 'Hello, world!' Dont explain anything just create the file."}, {"role": "assistant", "content": "", "tool_calls": [{"id": "toolu_01Xq58c4An1FyXjmaEZrJek9", "type": "function", "function": {"name": "create_file", "arguments": "{\"file_path\": \"random_file.txt\", \"content\": \"Hello, world!\"}"}}]}, {"role": "tool", "tool_call_id": "toolu_01Xq58c4An1FyXjmaEZrJek9", "name": "create_file", "content": "ToolResult(success=True, output=\"File 'random_file.txt' created successfully.\")"}]}

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{"messages": [{"role": "user", "content": "Please create a file with a random name with the content 'Hello, world!' Explain what robotics is in a short message to me.."}, {"role": "assistant", "content": "", "tool_calls": [{"id": "call_5NnsxUvvd9RwCZft4afxehF3", "type": "function", "function": {"name": "create_file", "arguments": "{\"file_path\": \"HelloWorld.txt\", \"content\": \"Hello, world!\"}"}}, {"id": "call_E4lL7zozVznzyyohswUkwXlv", "type": "function", "function": {"name": "create_file", "arguments": "{\"file_path\": \"RoboticsExplanation.txt\", \"content\": \"Robotics is a branch of engineering and science that involves the design, construction, operation, and use of robots. It encompasses various fields such as mechanical engineering, electrical engineering, and computer science, aiming to create machines that can assist, enhance, or replace human activities.\"}"}}]}, {"role": "tool", "tool_call_id": "call_5NnsxUvvd9RwCZft4afxehF3", "name": "create_file", "content": "ToolResult(success=True, output=\"File 'HelloWorld.txt' created successfully.\")"}, {"role": "tool", "tool_call_id": "call_E4lL7zozVznzyyohswUkwXlv", "name": "create_file", "content": "ToolResult(success=True, output=\"File 'RoboticsExplanation.txt' created successfully.\")"}]}

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{"messages": [{"role": "user", "content": "Please create a file with a random name with the content 'Hello, world!'"}]}

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{"messages": [{"role": "user", "content": "Please create a file with a random name with the content 'Hello, world!' Dont explain anything just create the file."}, {"role": "assistant", "content": ""}]}

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{"messages": [{"role": "user", "content": "Please create a file with a random name with the content 'Hello, world!' Explain what robotics is in a short message to me.."}, {"role": "assistant", "content": "", "tool_calls": [{"id": "call_lcuir4i7ed6ZFFrEQmhxZ3Z5", "type": "function", "function": {"name": "create_file", "arguments": "{\"file_path\": \"random_file.txt\", \"content\": \"Hello, world!\"}{\"file_path\": \"robotics_explanation.txt\", \"content\": \"Robotics is a branch of engineering and science that involves the design, construction, operation, and use of robots. It combines elements from mechanical engineering, electrical engineering, computer science, and other fields to create machines that can perform tasks autonomously or semi-autonomously.\"}"}}]}]}

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{"messages": [{"role": "user", "content": "Please create a file with a random name with the content 'Hello, world!' Explain what robotics is in a short message to me.."}, {"role": "assistant", "content": "", "tool_calls": [{"id": "call_2721Q6lQZQn9eSTdL154wtNX", "type": "function", "function": {"name": "create_file", "arguments": "{\"file_path\": \"random_file_1.txt\", \"content\": \"Hello, world!\"}"}}, {"id": "call_vI8qeKfnRmOS8kys68yte9Sn", "type": "function", "function": {"name": "create_file", "arguments": "{\"file_path\": \"robotics_explanation.txt\", \"content\": \"Robotics is a branch of engineering and science that involves the design, construction, operation, and use of robots. It combines elements of mechanical engineering, electrical engineering, and computer science to create machines capable of carrying out tasks autonomously or semi-autonomously.\"}"}}]}, {"role": "tool", "tool_call_id": "call_2721Q6lQZQn9eSTdL154wtNX", "name": "create_file", "content": "ToolResult(success=False, output=\"File 'random_file_1.txt' already exists. Use update_file to modify existing files.\")"}, {"role": "tool", "tool_call_id": "call_vI8qeKfnRmOS8kys68yte9Sn", "name": "create_file", "content": "ToolResult(success=False, output=\"File 'robotics_explanation.txt' already exists. Use update_file to modify existing files.\")"}]}

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{"messages": [{"role": "user", "content": "Please create a file with a random name with the content 'Hello, world!' Dont explain anything just create the file."}, {"role": "assistant", "content": "", "tool_calls": [{"id": "toolu_015uYogKd4UbYQ1WzxAJPdWw", "type": "function", "function": {"name": "create_file", "arguments": "{\"file_path\": \"random_file.txt\", \"content\": \"Hello, world!\"}"}}]}, {"role": "tool", "tool_call_id": "toolu_015uYogKd4UbYQ1WzxAJPdWw", "name": "create_file", "content": "ToolResult(success=False, output=\"File 'random_file.txt' already exists. Use update_file to modify existing files.\")"}]}

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{"messages": [{"role": "user", "content": "Please create a file with a random name with the content 'Hello, world!' Dont explain anything just create the file."}, {"role": "assistant", "content": "", "tool_calls": [{"id": "toolu_01F6PBSUkbw6qypLfqzVWKEF", "type": "function", "function": {"name": "create_file", "arguments": "{\"file_path\": \"random_file.txt\", \"content\": \"Hello, world!\"}"}}]}, {"role": "tool", "tool_call_id": "toolu_01F6PBSUkbw6qypLfqzVWKEF", "name": "create_file", "content": "ToolResult(success=False, output=\"File 'random_file.txt' already exists. Use update_file to modify existing files.\")"}]}

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{"messages": [{"role": "user", "content": "Write a short story about a robot learning to paint"}]}

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{"messages": [{"role": "user", "content": "Please create a file with a random name with the content 'Hello, world!'"}]}

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{"messages": [{"role": "user", "content": "Please create a file with a random name with the content 'Hello, world!' Dont explain anything just create the file."}, {"role": "assistant", "content": "", "tool_calls": [{"id": "toolu_01A3atbEBWEafYkFuyx9nU5Y", "type": "function", "function": {"name": "create_file", "arguments": "{\"file_path\": \"random_file.txt\", \"content\": \"Hello, world!\"}"}}]}, {"role": "tool", "tool_call_id": "toolu_01A3atbEBWEafYkFuyx9nU5Y", "name": "create_file", "content": "ToolResult(success=True, output=\"File 'random_file.txt' created successfully.\")"}]}

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{"messages": [{"role": "user", "content": "Please create a file with a random name with the content 'Hello, world!' Dont explain anything just create the file."}, {"role": "assistant", "content": "", "tool_calls": [{"id": "call_aphbtZPksl05nSO0S2Gmcxwe", "type": "function", "function": {"name": "create_file", "arguments": "{\"file_path\":\"random_file_12345.txt\",\"content\":\"Hello, world!\"}"}}]}, {"role": "tool", "tool_call_id": "call_aphbtZPksl05nSO0S2Gmcxwe", "name": "create_file", "content": "ToolResult(success=True, output=\"File 'random_file_12345.txt' created successfully.\")"}, {"role": "assistant", "content": "The file has been created successfully."}]}

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{"messages": [{"role": "user", "content": "Please create a file with a random name with the content 'Hello, world!' Dont explain anything just create the file."}, {"role": "assistant", "content": "", "tool_calls": [{"id": "call_RbKHRKi5etUKjvw4Z1eSCKgH", "type": "function", "function": {"name": "create_file", "arguments": "{\"file_path\":\"file_3e2f7f9b.txt\",\"content\":\"Hello, world!\"}"}}]}, {"role": "tool", "tool_call_id": "call_RbKHRKi5etUKjvw4Z1eSCKgH", "name": "create_file", "content": "ToolResult(success=True, output=\"File 'file_3e2f7f9b.txt' created successfully.\")"}, {"role": "assistant", "content": "The file has been created successfully."}]}

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{"messages": [{"role": "user", "content": "Please create a file with a random name with the content 'Hello, world!' Dont explain anything just create the file."}]}

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{"messages": [{"role": "user", "content": "Please create a file with a random name with the content 'Hello, world!' Dont explain anything just create the file."}, {"role": "assistant", "content": ""}]}

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{"messages": [{"role": "user", "content": "Please create a file with a random name with the content 'Hello, world!'"}]}

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{"messages": [{"role": "user", "content": "Please create a file with a random name with the content 'Hello, world!' Dont explain anything just create the file."}, {"role": "assistant", "content": "", "tool_calls": [{"id": "call_11ATP0t4jLxgo7cQRkzTiJ53", "type": "function", "function": {"name": "create_file", "arguments": ""}}, {"id": null, "type": "function", "function": {"name": null, "arguments": "{\""}}, {"id": null, "type": "function", "function": {"name": null, "arguments": "file"}}, {"id": null, "type": "function", "function": {"name": null, "arguments": "_path"}}, {"id": null, "type": "function", "function": {"name": null, "arguments": "\":\""}}, {"id": null, "type": "function", "function": {"name": null, "arguments": "random"}}, {"id": null, "type": "function", "function": {"name": null, "arguments": "_file"}}, {"id": null, "type": "function", "function": {"name": null, "arguments": "_"}}, {"id": null, "type": "function", "function": {"name": null, "arguments": "163"}}, {"id": null, "type": "function", "function": {"name": null, "arguments": "9"}}, {"id": null, "type": "function", "function": {"name": null, "arguments": ".txt"}}, {"id": null, "type": "function", "function": {"name": null, "arguments": "\",\""}}, {"id": null, "type": "function", "function": {"name": null, "arguments": "content"}}, {"id": null, "type": "function", "function": {"name": null, "arguments": "\":\""}}, {"id": null, "type": "function", "function": {"name": null, "arguments": "Hello"}}, {"id": null, "type": "function", "function": {"name": null, "arguments": ","}}, {"id": null, "type": "function", "function": {"name": null, "arguments": " world"}}, {"id": null, "type": "function", "function": {"name": null, "arguments": "!\""}}, {"id": null, "type": "function", "function": {"name": null, "arguments": "}"}}]}, {"role": "assistant", "content": "Error processing tool calls"}]}

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{"messages": [{"role": "user", "content": "Please create a file with a random name with the content 'Hello, world!' Explain what robotics is in a short message to me.."}, {"role": "assistant", "content": "I'll help you create a file with \"Hello, world!\" and explain robotics.\n\nFirst, let me create the file with a random name (I'll use random_hello.txt):", "tool_calls": [{"id": "toolu_012PcxqUYBBdgPGC6FXHiNub", "type": "function", "function": {"name": "create_file", "arguments": "{\"file_path\": \"random_hello.txt\", \"content\": \"Hello, world!\"}"}}]}]}

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{"messages": [{"role": "user", "content": "Please create a file with a random name with the content 'Hello, world!' Explain what robotics is in a short message to me.."}, {"role": "assistant", "content": "", "tool_calls": [{"id": "call_SBJshc9uPH0c4yCoLVznRGuw", "type": "function", "function": {"name": "create_file", "arguments": "{\"file_path\": \"random_file_123.txt\", \"content\": \"Hello, world!\"}{\"file_path\": \"robotics_explanation.txt\", \"content\": \"Robotics is a field of technology that deals with the design, construction, operation, and use of robots. It combines elements of engineering, computer science, and artificial intelligence to create machines that can perform tasks autonomously or semi-autonomously, often mimicking human actions.\"}"}}]}]}

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{"messages": [{"role": "user", "content": "Please create a file with a random name with the content 'Hello, world!' Explain what robotics is in a short message to me.."}, {"role": "assistant", "content": "", "tool_calls": [{"id": "call_vvFRJGrcl8REsQc29yoOsXgc", "type": "function", "function": {"name": "create_file", "arguments": "{\"file_path\": \"random_file_234.txt\", \"content\": \"Hello, world!\"}{\"file_path\": \"robotics_explanation.txt\", \"content\": \"Robotics is a branch of technology that involves the design, construction, operation, and use of robots. It combines elements from various fields such as engineering, computer science, and artificial intelligence to create machines that can perform tasks autonomously or semi-autonomously.\"}"}}]}]}

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{"messages": [{"role": "user", "content": "Please create a file with a random name with the content 'Hello, world!' Dont explain anything just create the file."}]}

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{"messages": [{"role": "user", "content": "Please create a file with a random name with the content 'Hello, world!' Dont explain anything just create the file."}]}

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{"messages": [{"role": "user", "content": "Please create a file with a random name with the content 'Hello, world!'"}]}

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{"messages": [{"role": "user", "content": "Please create a file with a random name with the content 'Hello, world!' Dont explain anything just create the file."}, {"role": "assistant", "content": ""}]}

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{"messages": [{"role": "user", "content": "Please create a file with a random name with the content 'Hello, world!'"}]}

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{"messages": [{"role": "user", "content": "Please create a file with a random name with the content 'Hello, world!' Dont explain anything just create the file."}, {"role": "assistant", "content": "", "tool_calls": [{"id": "toolu_015hXNgAM7DYQYKZNhmvQi7b", "type": "function", "function": {"name": "create_file", "arguments": "{\"file_path\": \"random_file.txt\", \"content\": \"Hello, world!\"}"}}]}, {"role": "tool", "tool_call_id": "toolu_015hXNgAM7DYQYKZNhmvQi7b", "name": "create_file", "content": "ToolResult(success=False, output=\"File 'random_file.txt' already exists. Use update_file to modify existing files.\")"}]}

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{"messages": [{"role": "user", "content": "Please create a file with a random name with the content 'Hello, world!' Explain what robotics is in a short message to me.."}, {"role": "assistant", "content": "", "tool_calls": [{"id": "call_8HDgfXO8D9ZOS2psMcstS30G", "type": "function", "function": {"name": "create_file", "arguments": "{\"file_path\": \"random_file.txt\", \"content\": \"Hello, world!\"}{\"file_path\": \"robotics_explanation.txt\", \"content\": \"Robotics is a branch of technology that deals with the design, construction, operation, and application of robots. It combines elements of engineering, computer science, and artificial intelligence to create machines that can perform tasks autonomously or with minimal human intervention.\"}"}}]}]}

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{"messages": [{"role": "user", "content": "Please create a file with a random name with the content 'Hello, world!' Dont explain anything just create the file."}, {"role": "assistant", "content": "", "tool_calls": [{"id": "toolu_01UDXzxJXuLUHY5g3zABnSPd", "type": "function", "function": {"name": "create_file", "arguments": "{\"file_path\": \"random_file.txt\", \"content\": \"Hello, world!\"}"}}]}, {"role": "tool", "tool_call_id": "toolu_01UDXzxJXuLUHY5g3zABnSPd", "name": "create_file", "content": "ToolResult(success=False, output=\"File 'random_file.txt' already exists. Use update_file to modify existing files.\")"}]}

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{"messages": [{"role": "user", "content": "Please create a file with a random name with the content 'Hello, world!' Dont explain anything just create the file."}, {"role": "assistant", "content": "", "tool_calls": [{"id": "toolu_01QK4j8JY5NUQr9JXi6sT5NU", "type": "function", "function": {"name": "create_file", "arguments": "{\"file_path\": \"random_file.txt\", \"content\": \"Hello, world!\"}"}}]}]}

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{"messages": [{"role": "user", "content": "Please create a file with a random name with the content 'Hello, world!' Dont explain anything just create the file."}, {"role": "assistant", "content": "", "tool_calls": [{"id": "toolu_01NTmYzAqfqom3WoE2dHY2SS", "type": "function", "function": {"name": "create_file", "arguments": "{\"file_path\": \"random_file.txt\", \"content\": \"Hello, world!\"}"}}]}, {"role": "tool", "tool_call_id": "toolu_01NTmYzAqfqom3WoE2dHY2SS", "name": "create_file", "content": "ToolResult(success=False, output=\"File 'random_file.txt' already exists. Use update_file to modify existing files.\")"}]}

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{"messages": [{"role": "user", "content": "Please create a file with a random name with the content 'Hello, world!' Dont explain anything just create the file."}, {"role": "assistant", "content": "", "tool_calls": [{"id": "toolu_01NAXwhekog4iSjJYLCZ55Nd", "type": "function", "function": {"name": "create_file", "arguments": "{\"file_path\": \"random_file.txt\", \"content\": \"Hello, world!\"}"}}]}, {"role": "tool", "tool_call_id": "toolu_01NAXwhekog4iSjJYLCZ55Nd", "name": "create_file", "content": "ToolResult(success=True, output=\"File 'random_file.txt' created successfully.\")"}]}

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{"messages": [{"role": "user", "content": "Please create a file with a random name with the content 'Hello, world!' Dont explain anything just create the file."}, {"role": "assistant", "content": ""}]}

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{"messages": [{"role": "user", "content": "Please create a file with a random name with the content 'Hello, world!' Explain what robotics is in a short message to me.."}, {"role": "assistant", "content": "", "tool_calls": [{"id": "call_vSuNMDWY2QKAOjFDOY0cQIBt", "type": "function", "function": {"name": "create_file", "arguments": "{\"file_path\": \"random_file_1.txt\", \"content\": \"Hello, world!\"}"}}, {"id": "call_u6zK3XwsQRyZsfkcXIrjN6WC", "type": "function", "function": {"name": "create_file", "arguments": "{\"file_path\": \"robotics_explanation.txt\", \"content\": \"Robotics is a branch of engineering and science that involves the design, construction, operation, and use of robots. It combines elements of computer science, mechanical engineering, and electrical engineering to create machines that can perform tasks autonomously or semi-autonomously, often mimicking human actions.\"}"}}]}, {"role": "tool", "tool_call_id": "call_vSuNMDWY2QKAOjFDOY0cQIBt", "name": "create_file", "content": "ToolResult(success=True, output=\"File 'random_file_1.txt' created successfully.\")"}, {"role": "tool", "tool_call_id": "call_u6zK3XwsQRyZsfkcXIrjN6WC", "name": "create_file", "content": "ToolResult(success=True, output=\"File 'robotics_explanation.txt' created successfully.\")"}]}

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{"messages": [{"role": "user", "content": "Please create a file with a random name with the content 'Hello, world!' Dont explain anything just create the file."}]}

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{"messages": [{"role": "user", "content": "Please create a file with a random name with the content 'Hello, world!' Dont explain anything just create the file."}, {"role": "assistant", "content": "", "tool_calls": [{"id": "toolu_01CeyP4zWXFT1TaWoZkavFZn", "type": "function", "function": {"name": "create_file", "arguments": "{\"file_path\": \"random_file.txt\", \"content\": \"Hello, world!\"}"}}]}, {"role": "tool", "tool_call_id": "toolu_01CeyP4zWXFT1TaWoZkavFZn", "name": "create_file", "content": "ToolResult(success=True, output=\"File 'random_file.txt' created successfully.\")"}]}

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{"messages": [{"role": "user", "content": "Write a short story about a robot learning to paint"}]}

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{"messages": [{"role": "user", "content": "Please create a file with a random name with the content 'Hello, world!' Dont explain anything just create the file."}, {"role": "assistant", "content": ""}]}

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{"messages": [{"role": "user", "content": "Please create a file with a random name with the content 'Hello, world!' Dont explain anything just create the file."}]}

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{"messages": [{"role": "user", "content": "Please create a file with a random name with the content 'Hello, world!' Explain what robotics is in a short message to me.."}, {"role": "assistant", "content": "I'll help you create a file with a random name and explain robotics to you.\n\nFirst, let me create a file with \"Hello, world!\" content. I'll give it a random name with a .txt extension:", "tool_calls": [{"id": "toolu_01HZ3tZJb28Jqu6jY5YEuJds", "type": "function", "function": {"name": "create_file", "arguments": "{\"file_path\": \"random_message.txt\", \"content\": \"Hello, world!\"}"}}]}, {"role": "tool", "tool_call_id": "toolu_01HZ3tZJb28Jqu6jY5YEuJds", "name": "create_file", "content": "ToolResult(success=True, output=\"File 'random_message.txt' created successfully.\")"}]}

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{"messages": [{"role": "user", "content": "Please create a file with a random name with the content 'Hello, world!' Explain what robotics is in a short message to me.."}, {"role": "assistant", "content": "", "tool_calls": [{"id": "call_aecnVUxCb6gH6BwOqCfq29ui", "type": "function", "function": {"name": "create_file", "arguments": "{\"file_path\": \"random_file_834.txt\", \"content\": \"Hello, world!\"}"}}, {"id": "call_Cx2digIDCL49LpvWLzjgF2oY", "type": "function", "function": {"name": "create_file", "arguments": "{\"file_path\": \"robotics_explanation.txt\", \"content\": \"Robotics is a branch of technology that involves the design, construction, operation, and use of robots. It combines elements of engineering, computer science, and artificial intelligence to create machines that can perform tasks autonomously or semi-autonomously, often mimicking human actions or handling complex jobs.\"}"}}]}, {"role": "tool", "tool_call_id": "call_aecnVUxCb6gH6BwOqCfq29ui", "name": "create_file", "content": "ToolResult(success=True, output=\"File 'random_file_834.txt' created successfully.\")"}, {"role": "tool", "tool_call_id": "call_Cx2digIDCL49LpvWLzjgF2oY", "name": "create_file", "content": "ToolResult(success=True, output=\"File 'robotics_explanation.txt' created successfully.\")"}]}

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{"messages": [{"role": "user", "content": "Please create a file with a random name with the content 'Hello, world!' Explain what robotics is in a short message to me.."}, {"role": "assistant", "content": "", "tool_calls": [{"id": "call_Z5p21gljSAeh0N7KBotVTI9f", "type": "function", "function": {"name": "create_file", "arguments": "{\"file_path\": \"HelloWorld.txt\", \"content\": \"Hello, world!\"}{\"file_path\": \"RoboticsExplanation.txt\", \"content\": \"Robotics is a field of engineering and science that focuses on the design, construction, operation, and use of robots. It combines elements of mechanical engineering, electrical engineering, computer science, and artificial intelligence to create machines that can perform tasks autonomously or semi-autonomously.\"}"}}]}]}

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{"messages": [{"role": "user", "content": "Please create a file with a random name with the content 'Hello, world!'"}, {"role": "assistant", "content": "", "tool_calls": [{"id": "call_BZubnIYWsfpG7MJvG89BHYy8", "type": "function", "function": {"name": "create_file", "arguments": "{\"file_path\":\"random_file_8675.txt\",\"content\":\"Hello, world!\"}"}}]}, {"role": "tool", "tool_call_id": "call_BZubnIYWsfpG7MJvG89BHYy8", "name": "create_file", "content": "ToolResult(success=True, output=\"File 'random_file_8675.txt' created successfully.\")"}]}

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{"messages": [{"role": "user", "content": "Please create a file with a random name with the content 'Hello, world!' Explain what robotics is in a short message to me.."}, {"role": "assistant", "content": "", "tool_calls": [{"id": "call_SjBICGr1p35ekvjLYrwePEfa", "type": "function", "function": {"name": "create_file", "arguments": "{\"file_path\": \"random_file_123.txt\", \"content\": \"Hello, world!\"}{\"file_path\": \"robotics_explanation.txt\", \"content\": \"Robotics is a branch of technology that involves the design, construction, operation, and use of robots. It encompasses various fields such as mechanical engineering, electrical engineering, computer science, and artificial intelligence. Robots are programmed to perform tasks autonomously or semi-autonomously, and they can be used in various applications, including manufacturing, healthcare, exploration, and more.\"}"}}]}]}

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{"messages": [{"role": "user", "content": "Please create a file with a random name with the content 'Hello, world!' Dont explain anything just create the file."}]}

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{"messages": [{"role": "user", "content": "Please create a file with a random name with the content 'Hello, world!' Explain what robotics is in a short message to me.."}, {"role": "assistant", "content": "", "tool_calls": [{"id": "call_zIxnoDypVx6mIYolAstGRikQ", "type": "function", "function": {"name": "create_file", "arguments": "{\"file_path\":\"random_file_1.txt\",\"content\":\"Hello, world!\"}"}}]}, {"role": "tool", "tool_call_id": "call_zIxnoDypVx6mIYolAstGRikQ", "name": "create_file", "content": "ToolResult(success=True, output=\"File 'random_file_1.txt' created successfully.\")"}]}

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{"messages": [{"role": "user", "content": "Please create a file with a random name with the content 'Hello, world!' Dont explain anything just create the file."}, {"role": "assistant", "content": ""}]}

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{"messages": [{"role": "user", "content": "Please create a file with a random name with the content 'Hello, world!' Explain what robotics is in a short message to me.."}, {"role": "assistant", "content": "", "tool_calls": [{"id": "call_xTQJUEqGqXbYUaVGUpL3Cb76", "type": "function", "function": {"name": "create_file", "arguments": "{\"file_path\": \"random_file_1.txt\", \"content\": \"Hello, world!\"}"}}, {"id": "call_dOFJIUoAaDSUK69Y8yYau9Np", "type": "function", "function": {"name": "create_file", "arguments": "{\"file_path\": \"robotics_explanation.txt\", \"content\": \"Robotics is a branch of engineering and science that involves the design, construction, operation, and use of robots. It combines elements of mechanical engineering, electrical engineering, computer science, and artificial intelligence to create machines that can perform tasks autonomously or semi-autonomously.\"}"}}]}, {"role": "tool", "tool_call_id": "call_xTQJUEqGqXbYUaVGUpL3Cb76", "name": "create_file", "content": "ToolResult(success=False, output=\"File 'random_file_1.txt' already exists. Use update_file to modify existing files.\")"}, {"role": "tool", "tool_call_id": "call_dOFJIUoAaDSUK69Y8yYau9Np", "name": "create_file", "content": "ToolResult(success=False, output=\"File 'robotics_explanation.txt' already exists. Use update_file to modify existing files.\")"}, {"role": "assistant", "content": "", "tool_calls": [{"id": "call_v5BNwSG1hUIXeCauV7RK280z", "type": "function", "function": {"name": "create_file", "arguments": "{\"file_path\": \"random_file_2.txt\", \"content\": \"Hello, world!\"}"}}, {"id": "call_r8Ra3HMWlUGam850zdLQKw7E", "type": "function", "function": {"name": "create_file", "arguments": "{\"file_path\": \"robotics_explanation_2.txt\", \"content\": \"Robotics is a branch of engineering and science that involves the design, construction, operation, and use of robots. It combines elements of mechanical engineering, electrical engineering, computer science, and artificial intelligence to create machines that can perform tasks autonomously or semi-autonomously.\"}"}}]}, {"role": "tool", "tool_call_id": "call_v5BNwSG1hUIXeCauV7RK280z", "name": "create_file", "content": "ToolResult(success=True, output=\"File 'random_file_2.txt' created successfully.\")"}, {"role": "tool", "tool_call_id": "call_r8Ra3HMWlUGam850zdLQKw7E", "name": "create_file", "content": "ToolResult(success=True, output=\"File 'robotics_explanation_2.txt' created successfully.\")"}]}

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{"messages": [{"role": "user", "content": "Please create a file with a random name with the content 'Hello, world!' Explain what robotics is in a short message to me.."}, {"role": "assistant", "content": "", "tool_calls": [{"id": "call_praKFTId10kTJokJQXJMy55V", "type": "function", "function": {"name": "create_file", "arguments": "{\"file_path\": \"random_file_6582.txt\", \"content\": \"Hello, world!\"}"}}]}]}

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{"messages": [{"role": "user", "content": "Please create a file with a random name with the content 'Hello, world!' Explain what robotics is in a short message to me.."}, {"role": "assistant", "content": "I'll help you create a file with a random name and explain robotics to you.\n\nFirst, I'll create a file with \"Hello, world!\" content. I'll give it a random name with a .txt extension:", "tool_calls": [{"id": "toolu_01Wms2y6z4xQn1CXjUwVeWNK", "type": "function", "function": {"name": "create_file", "arguments": "{\"file_path\": \"random_message.txt\", \"content\": \"Hello, world!\"}"}}]}, {"role": "tool", "tool_call_id": "toolu_01Wms2y6z4xQn1CXjUwVeWNK", "name": "create_file", "content": "ToolResult(success=True, output=\"File 'random_message.txt' created successfully.\")"}]}

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{"messages": [{"role": "user", "content": "Please create a file with a random name with the content 'Hello, world!' Explain what robotics is in a short message to me.."}, {"role": "assistant", "content": "", "tool_calls": [{"id": "call_lcuir4i7ed6ZFFrEQmhxZ3Z5", "type": "function", "function": {"name": "create_file", "arguments": "{\"file_path\": \"random_file_1.txt\", \"content\": \"Hello, world!\"}{\"file_path\": \"random_file_2.txt\", \"content\": \"Robotics is a multidisciplinary field that involves the design, construction, operation, and use of robots. It combines elements of engineering, computer science, and artificial intelligence to create machines that can perform tasks autonomously or with minimal human intervention.\"}"}}]}]}

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{"messages": [{"role": "user", "content": "Please create a file with a random name with the content 'Hello, world!' Explain what robotics is in a short message to me.."}, {"role": "assistant", "content": "I'll help create a file with \"Hello, world!\" and explain robotics to you.\n\nFirst, let me create a file with a random name:", "tool_calls": [{"id": "toolu_01JssmQS26kjXGEJmJ1q5rkc", "type": "function", "function": {"name": "create_file", "arguments": "{\"file_path\": \"random_message.txt\", \"content\": \"Hello, world!\"}"}}]}]}

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{"messages": [{"role": "user", "content": "Please create a file with a random name with the content 'Hello, world!'"}, {"role": "assistant", "content": "", "tool_calls": [{"id": "call_8lIsiFpOWPeTk6MgG14v7NVP", "type": "function", "function": {"name": "create_file", "arguments": "{\"file_path\":\"file_8723.txt\",\"content\":\"Hello, world!\"}"}}]}, {"role": "tool", "tool_call_id": "call_8lIsiFpOWPeTk6MgG14v7NVP", "name": "create_file", "content": "ToolResult(success=True, output=\"File 'file_8723.txt' created successfully.\")"}]}

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{"messages": [{"role": "user", "content": "Please create a file with a random name with the content 'Hello, world!' Dont explain anything just create the file."}, {"role": "assistant", "content": "", "tool_calls": [{"id": "toolu_012fBBnKdpWzqDhah8DyeSKm", "type": "function", "function": {"name": "create_file", "arguments": "{\"file_path\": \"random_file.txt\", \"content\": \"Hello, world!\"}"}}]}]}

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{"messages": [{"role": "user", "content": "Please create a file with a random name with the content 'Hello, world!'"}]}

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{"messages": [{"role": "user", "content": "Please create a file with a random name with the content 'Hello, world!' Dont explain anything just create the file."}, {"role": "assistant", "content": ""}]}

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{"messages": [{"role": "user", "content": "Please create a file with a random name with the content 'Hello, world!' Explain what robotics is in a short message to me.."}, {"role": "assistant", "content": "I'll help you create a file with \"Hello, world!\" and explain robotics.\n\nFirst, let me create a file with a random name (I'll use \"hello_message.txt\"):", "tool_calls": [{"id": "toolu_01R6egbgSckmme73GKwsQXUM", "type": "function", "function": {"name": "create_file", "arguments": "{\"file_path\": \"hello_message.txt\", \"content\": \"Hello, world!\"}"}}]}, {"role": "tool", "tool_call_id": "toolu_01R6egbgSckmme73GKwsQXUM", "name": "create_file", "content": "ToolResult(success=True, output=\"File 'hello_message.txt' created successfully.\")"}]}

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{"messages": [{"role": "user", "content": "Write a short story about a robot learning to paint"}]}