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langchain-openai-thinking-agui

为 LangChain 的 Chat 模型补充思考内容(reasoning/thinking)提取能力,输出格式与 ag-ui-langgraph 兼容。

支持所有 OpenAI 兼容接口的思考模型,包括 DeepSeek、Kimi 等。

安装

pip install langchain-openai-thinking-agui

使用

from langchain_openai_thinking_agui import ChatOpenAIWithThinking

model = ChatOpenAIWithThinking(
    model="deepseek-reasoner",
    base_url="https://api.deepseek.com/v1",
    api_key="your-api-key",
)

res = model.invoke("解释一下天空是蓝色的")
# res.content[0]["thinking"] 是思考内容
# res.content[1]["text"]    是正式回答

输出格式

思考内容以 Anthropic content blocks 格式存放在 AIMessage.content 中,ag-ui-langgraph 可自动识别并触发 THINKING_* 事件流:

[
    {"type": "text", "thinking": "<思考过程>", "index": 0},
    {"type": "text", "text": "<正式回答>"},
]

License

MIT

Metadata

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