Reasoning · framework

Use DeepSeek R1 with LangChain

Updated 2026-05-21 · By XALEN

How to use DeepSeek R1 (Reasoning, 671B) with LangChain. Install, authenticate, and make your first API call in minutes. Working code example included.

Model

DeepSeek R1

671B · 128K context · $0.08 input

Framework

LangChain

framework · pip install langchain-openai

1. Install

pip install langchain-openai

2. Code

from langchain_openai import ChatOpenAI

llm = ChatOpenAI(
    model="deepseek-r1",
    openai_api_key="xln_test_YOUR_KEY",
    openai_api_base="https://api.xalen.io/v1"
)

response = llm.invoke("What is DeepSeek R1?")
print(response.content)

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Last updated: 2026-05-21