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Improvement[Community] Add tool-calling test case for ChatZhipuAI
(#25884)
- Add tool-calling test case for `ChatZhipuAI`
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@ -1,8 +1,9 @@
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"""Test ZhipuAI Chat Model."""
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from langchain_core.callbacks import CallbackManager
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from langchain_core.messages import AIMessage, BaseMessage, HumanMessage
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from langchain_core.messages import AIMessage, BaseMessage, HumanMessage, ToolMessage
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from langchain_core.outputs import ChatGeneration, LLMResult
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from langchain_core.tools import tool
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from langchain_community.chat_models.zhipuai import ChatZhipuAI
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from tests.unit_tests.callbacks.fake_callback_handler import FakeCallbackHandler
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@ -71,3 +72,38 @@ def test_multiple_messages() -> None:
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assert isinstance(generation, ChatGeneration)
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assert isinstance(generation.text, str)
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assert generation.text == generation.message.content
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@tool
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def add(a: int, b: int) -> int:
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"""Adds a and b."""
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return a + b
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@tool
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def multiply(a: int, b: int) -> int:
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"""Multiplies a and b."""
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return a * b
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def test_tool_call() -> None:
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"""Test tool calling by ChatZhipuAI"""
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chat = ChatZhipuAI(model="glm-4-long") # type: ignore[call-arg]
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tools = [add, multiply]
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chat_with_tools = chat.bind_tools(tools)
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query = "What is 3 * 12?"
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messages = [HumanMessage(query)]
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ai_msg = chat_with_tools.invoke(messages)
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assert isinstance(ai_msg, AIMessage)
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assert isinstance(ai_msg.tool_calls, list)
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assert len(ai_msg.tool_calls) == 1
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tool_call = ai_msg.tool_calls[0]
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assert "args" in tool_call
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messages.append(ai_msg) # type: ignore[arg-type]
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for tool_call in ai_msg.tool_calls:
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selected_tool = {"add": add, "multiply": multiply}[tool_call["name"].lower()]
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tool_output = selected_tool.invoke(tool_call["args"]) # type: ignore[attr-defined]
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messages.append(ToolMessage(tool_output, tool_call_id=tool_call["id"])) # type: ignore[arg-type]
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response = chat_with_tools.invoke(messages)
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assert isinstance(response, AIMessage)
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