shft debug to invoke

This commit is contained in:
2025-10-15 21:08:03 +08:00
parent d5d6282e23
commit 180b2ed457

View File

@@ -75,8 +75,16 @@ class Pipeline:
self.agent = create_react_agent(self.llm, tools, checkpointer=memory)
def invoke(self, *nargs, **kwargs):
return self.agent.invoke(*nargs, **kwargs)
def invoke(self, *nargs, as_stream:bool=False, **kwargs):
if as_stream:
for step in self.agent.stream(*nargs, stream_mode="values", **kwargs):
step["messages"][-1].pretty_print()
out = step
else:
out = self.agent.invoke(*nargs, **kwargs)
return out
async def handle_connection(self, websocket:ServerConnection):
try:
@@ -106,18 +114,14 @@ class Pipeline:
def get_ws_url(self):
return f"ws://{self.config.host}:{self.config.port}"
def chat(self, inp:str, as_stream:bool=False):
"""
as_stream (bool): for debug only, gets the agent to print its thoughts
"""
inp = {"messages":[HumanMessage(inp)]}, {"configurable": {"thread_id": 3}}
if as_stream:
for step in self.agent.stream(*inp, stream_mode="values"):
step["messages"][-1].pretty_print()
out = step
else:
out = self.invoke(*inp)
out = self.invoke(*inp, as_stream=as_stream)
return out['messages'][-1].content
@@ -125,6 +129,4 @@ class Pipeline:
if __name__ == "__main__":
pipeline:Pipeline = PipelineConfig().setup()
u = pipeline.chat("use the calculator tool to calculate what is 900 * 321", as_stream=True)
print("================out")
print(u)
u = pipeline.chat("查查光与尘这杯茶的特点", as_stream=True)