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AI 模型下架與替代日程 for LangChain

com.penguindriver/models

OpenAI、Claude、Gemini 模型下架日、剩餘天數與官方建議替代,可檢查程式碼裡的模型。每筆附官方來源。

client:LangChain transport:streamable-http tools:6

Install AI 模型下架與替代日程 in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "models": {
            "transport": "streamable_http",
            "url": "https://models.penguindriver.com/mcp",
        }
})

tools = await client.get_tools()

get_tools() returns the server's tools as LangChain tools, ready for an agent. LangChain docs

What LangChain can do once it is connected

AI 模型下架與替代日程 in other clients