diff --git a/samples/python/agents/langgraph/README.md b/samples/python/agents/langgraph/README.md index 7479423e4..6cc0ca2dd 100644 --- a/samples/python/agents/langgraph/README.md +++ b/samples/python/agents/langgraph/README.md @@ -478,7 +478,7 @@ data: {"id":"6d12d159-ec67-46e6-8d43-18480ce7f6ca","jsonrpc":"2.0","result":{"co - [A2A Protocol Documentation](https://a2a-protocol.org/) - [LangGraph Documentation](https://langchain-ai.github.io/langgraph/) -- [Frankfurter API](https://www.frankfurter.app/docs/) +- [Frankfurter API](https://frankfurter.dev/docs/) - [Google Gemini API](https://ai.google.dev/gemini-api) diff --git a/samples/python/agents/langgraph/app/agent.py b/samples/python/agents/langgraph/app/agent.py index bb4dd5a7e..09d5469ff 100644 --- a/samples/python/agents/langgraph/app/agent.py +++ b/samples/python/agents/langgraph/app/agent.py @@ -5,18 +5,17 @@ import httpx +from langchain.agents import create_agent +from langchain.agents.structured_output import ToolStrategy from langchain_core.messages import AIMessage, ToolMessage from langchain_core.tools import tool from langchain_google_genai import ChatGoogleGenerativeAI from langchain_openai import ChatOpenAI from langgraph.checkpoint.memory import MemorySaver -from langgraph.prebuilt import create_react_agent +from langgraph.checkpoint.serde.jsonplus import JsonPlusSerializer from pydantic import BaseModel -memory = MemorySaver() - - @tool def get_exchange_rate( currency_from: str = 'USD', @@ -37,7 +36,7 @@ def get_exchange_rate( """ try: response = httpx.get( - f'https://api.frankfurter.app/{currency_date}', + f'https://api.frankfurter.dev/v1/{currency_date}', params={'from': currency_from, 'to': currency_to}, ) response.raise_for_status() @@ -59,6 +58,14 @@ class ResponseFormat(BaseModel): message: str +# Allow the checkpointer to restore the structured response between turns. +memory = MemorySaver( + serde=JsonPlusSerializer( + allowed_msgpack_modules=[(ResponseFormat.__module__, ResponseFormat.__name__)] + ) +) + + class CurrencyAgent: """CurrencyAgent - a specialized assistant for currency convesions.""" @@ -79,7 +86,7 @@ class CurrencyAgent: def __init__(self): model_source = os.getenv('model_source', 'google') if model_source == 'google': - self.model = ChatGoogleGenerativeAI(model='gemini-2.0-flash') + self.model = ChatGoogleGenerativeAI(model='gemini-3.8-flash') else: self.model = ChatOpenAI( model=os.getenv('TOOL_LLM_NAME'), @@ -89,12 +96,12 @@ def __init__(self): ) self.tools = [get_exchange_rate] - self.graph = create_react_agent( + self.graph = create_agent( self.model, tools=self.tools, checkpointer=memory, - prompt=self.SYSTEM_INSTRUCTION, - response_format=(self.FORMAT_INSTRUCTION, ResponseFormat), + system_prompt=f'{self.SYSTEM_INSTRUCTION} {self.FORMAT_INSTRUCTION}', + response_format=ToolStrategy(ResponseFormat), ) async def stream(self, query, context_id) -> AsyncIterable[dict[str, Any]]: diff --git a/samples/python/agents/langgraph/app/test_client.py b/samples/python/agents/langgraph/app/test_client.py index 8a654fb88..74e544d8f 100644 --- a/samples/python/agents/langgraph/app/test_client.py +++ b/samples/python/agents/langgraph/app/test_client.py @@ -27,7 +27,7 @@ async def main() -> None: base_url = 'http://localhost:10000' - async with httpx.AsyncClient() as httpx_client: + async with httpx.AsyncClient(timeout=60.0) as httpx_client: # Initialize A2ACardResolver resolver = A2ACardResolver( httpx_client=httpx_client, diff --git a/samples/python/agents/langgraph/pyproject.toml b/samples/python/agents/langgraph/pyproject.toml index ad2d70b5f..e5d893210 100644 --- a/samples/python/agents/langgraph/pyproject.toml +++ b/samples/python/agents/langgraph/pyproject.toml @@ -7,9 +7,10 @@ requires-python = ">=3.12" dependencies = [ "click>=8.1.8", "httpx>=0.28.1", - "langchain-google-genai>=2.0.10", - "langgraph>=0.3.18", - "langchain-openai>=0.1.0", + "langchain>=1.0.0", + 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