FunctionTool Not found

[harjitdotsingh]

Operating System

Windows

Version Information

Steps to reproduce

import os, json
import pandas as pd
from azure.ai.projects import AIProjectClient
from azure.identity import DefaultAzureCredential, get_bearer_token_provider
from azure.identity import InteractiveBrowserCredential
from typing import Set, Callable, Any
from azure.ai.projects.models import FunctionTool, ToolSet

from dotenv import load_dotenv

load_dotenv()

with open('config.json', 'r') as config_file:
config: dict = json.load(config_file)
CREDENTIALS = DefaultAzureCredential()
azure_ad_token_provider=get_bearer_token_provider(å
CREDENTIALS,
"https://cognitiveservices.azure.com/.default"
)

Define some custom python function

def fetch_weather(location: str) -> str:
"""
Fetches the weather information for the specified location.

:param location (str): The location to fetch weather for.
:return: Weather information as a JSON string.
:rtype: str
"""
# In a real-world scenario, you'd integrate with a weather API.
# Here, we'll mock the response.
mock_weather_data = {"Seattle": "Sunny, 25°C", "London": "Cloudy, 18°C", "Tokyo": "Rainy, 22°C"}
weather = mock_weather_data.get(location, "Weather data not available for this location.")
weather_json = json.dumps({"weather": weather})
return weather_json

user_functions: Set[Callable[..., Any]] = {
fetch_weather,
}

Adding Tools to be used by Agent

functions = FunctionTool(user_functions)

toolset = ToolSet()
toolset.add(functions)

Create the agent

AGENT_NAME = "Seattle Tourist Assistant"

project_client = AIProjectClient.from_connection_string(
credential=DefaultAzureCredential(),
conn_str=os.environ["PROJECT_CONNECTION_STRING"],
)

agent = project_client.agents.create_agent(
model=os.environ["MODEL_DEPLOYMENT_NAME"],
name=AGENT_NAME,
instructions="You are a helpful assistant",
toolset=toolset,
)
print(f"Created agent, ID: {agent.id}")

thread = project_client.agents.create_thread()
print(f"Created thread, ID: {thread.id}")

Create message to thread

MESSAGE = "Can you fetch me the weather in Seattle?"

message = project_client.agents.create_message(
thread_id=thread.id,
role="user",
content=MESSAGE,
)
print(f"Created message, ID: {message.id}")

run = project_client.agents.create_and_process_run(thread_id=thread.id, agent_id=agent.id)

print(f"Run finished with status: {run.status}")

if run.status == "failed":
print(f"Run failed: {run.last_error}")

print(f"Run ID: {run.id}")

display messages

for message in project_client.agents.list_messages(thread.id, order="asc").data:
print(f"Role: {message.role}")
print(f"Content: {message.content[0].text.value}")
print("-" * 40)

Expected behavior

sHould not fail while compiling

Actual behavior

Error

Addition information

No response