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[Bug]: Missing initial <think> tag in state accumulation when using stream_mode=["messages"] with Reasoning Models (vLLM/MiniMax)
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上游 issue 正文
### Checked other resources
- [x] This is a bug, not a usage question.
- [x] I added a clear and descriptive title that summarizes this issue.
- [x] I used the GitHub search to find a similar question and didn't find it.
- [x] I am sure that this is a bug in LangChain rather than my code.
- [x] The bug is not resolved by updating to the latest stable version of LangChain (or the specific integration package).
- [x] This is not related to the langchain-community package.
- [x] I posted a self-contained, minimal, reproducible example. A maintainer can copy it and run it AS IS.
### Package (Required)
- [x] langchain
- [x] langchain-openai
- [ ] langchain-anthropic
- [ ] langchain-classic
- [ ] langchain-core
- [ ] langchain-model-profiles
- [ ] langchain-tests
- [ ] langchain-text-splitters
- [ ] langchain-chroma
- [ ] langchain-deepseek
- [ ] langchain-exa
- [ ] langchain-fireworks
- [ ] langchain-groq
- [ ] langchain-huggingface
- [ ] langchain-mistralai
- [ ] langchain-nomic
- [ ] langchain-ollama
- [ ] langchain-openrouter
- [ ] langchain-perplexity
- [ ] langchain-qdrant
- [ ] langchain-xai
- [ ] Other / not sure / general
### Related Issues / PRs
_No response_
### Reproduction Steps / Example Code (Python)
```python
from langchain.agents import create_agent as _create_agent
from langchain_openai import ChatOpenAI
from langchain.agents.middleware import TodoListMiddleware
from langgraph.graph.state import CompiledStateGraph
def create_agent() -> CompiledStateGraph:
model = ChatOpenAI(
model="MiniMax-M2.5",
api_key="sk-xxxxx",
base_url="https://127.0.0.1:8000/v1",
)
middleware = [
TodoListMiddleware(),
]
system_prompt = """You are a helpful assistant that helps users accomplish tasks using tools.
"""
agents = _create_agent(
model=model,
system_prompt=system_prompt,
middleware=middleware,
)
return agents
if __name__ == "__main__":
from langchain_core.messages imp…
接入你的 Agent 之后,它会调用 POST /api/v1/claims 带上 6776 完成认领。
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