bug fixes + test
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@@ -92,7 +92,7 @@ class ChattyToolNode(GraphBase):
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base_url=self.config.base_url,
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temperature=0)
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self.chatty_agent = create_agent(self.chatty_agent, [], checkpointer=self.mem)
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self.chatty_agent = create_agent(self.chatty_llm, [], checkpointer=self.mem)
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self.tool_agent = create_agent(self.tool_llm, self.tool_manager.get_list_langchain_tools(), checkpointer=self.mem)
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with open(self.config.chatty_sys_prompt_f, "r") as f:
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@@ -102,6 +102,8 @@ class ChattyToolNode(GraphBase):
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self.tool_sys_prompt = f.read()
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def invoke(self, state:State):
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self.tool_done = False
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inp = {"inp": state["inp"]}
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out = self.workflow.invoke(inp)
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chat_msgs = out.get("chatty_message")
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@@ -119,6 +121,7 @@ class ChattyToolNode(GraphBase):
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out = self.tool_agent.invoke(*inp)
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self.tool_done = True
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return {"tool_messages": out}
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@@ -155,7 +158,7 @@ class ChattyToolNode(GraphBase):
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builder.add_edge(START, "chatty_tool_call")
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builder.add_edge(START, "chatty_chat_call")
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builder.add_edge("chatty_chat_call", "chatty_handoff_node")
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builder.add_edge("chatty_node_call", "chatty_handoff_node")
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builder.add_edge("chatty_tool_call", "chatty_handoff_node")
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builder.add_edge("chatty_handoff_node", END)
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self.workflow = builder.compile()
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@@ -171,5 +174,35 @@ tool_node_union = tyro.extras.subcommand_type_from_defaults(tool_node_dict, pref
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AnnotatedToolNode = tyro.conf.OmitSubcommandPrefixes[tyro.conf.SuppressFixed[tool_node_union]]
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if __name__ == "__main__":
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tyro.cli(ToolNodeConfig)
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from langchain.chat_models import init_chat_model
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from langchain_core.messages.base import BaseMessageChunk
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from langchain_core.messages import BaseMessage
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from lang_agent.tool_manager import ToolManagerConfig
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from dotenv import load_dotenv
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import os
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load_dotenv()
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llm = init_chat_model(model="qwen-flash",
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model_provider="openai",
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api_key=os.environ.get("ALI_API_KEY"),
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base_url="https://dashscope.aliyuncs.com/compatible-mode/v1",
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temperature=0)
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mem = MemorySaver()
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tool_manager = ToolManagerConfig().setup()
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chatty_node:ChattyToolNode = ChattyToolNodeConfig().setup(tool_manager=tool_manager,
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llm=llm,
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memory=mem)
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query = "use calculator to calculate 33*42"
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input = {"inp" : ({"messages":[SystemMessage("you are a kind helper"), HumanMessage(query)]},
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{"configurable": {"thread_id": '3'}})}
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inp = input["inp"]
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graph = chatty_node.workflow
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for chunk, metadata in graph.stream(*inp, stream_mode="messages"):
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if isinstance(chunk, (BaseMessageChunk, BaseMessage)) and getattr(chunk, "content", None):
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print(chunk.content, end="", flush=True)
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