跳到主要内容
Konko API 是一个完全托管的 Web API,旨在帮助应用程序开发人员。
  1. 为其应用程序选择合适的开源或专有 LLM
  2. 通过与领先的应用程序框架和完全托管 API 的集成,更快地构建应用程序
  3. 微调小型开源 LLM,以极低的成本实现行业领先的性能
  4. 使用 Konko AI 符合 SOC 2 标准的多云基础设施,部署生产规模的 API,满足安全性、隐私、吞吐量和延迟 SLA,无需基础设施设置或管理
本示例将介绍如何使用 LangChain 与 Konko ChatCompletion 模型进行交互。 要运行此 Notebook,您需要 Konko API 密钥。登录到我们的 Web 应用以创建 API 密钥以访问模型。
from langchain_community.chat_models import ChatKonko
from langchain.messages import HumanMessage, SystemMessage

设置环境变量

  1. 您可以设置以下环境变量:
    1. KONKO_API_KEY (必需)
    2. OPENAI_API_KEY (可选)
  2. 在您当前的 shell 会话中,使用 export 命令
export KONKO_API_KEY={your_KONKO_API_KEY_here}
export OPENAI_API_KEY={your_OPENAI_API_KEY_here} #Optional

调用模型

Konko 概览页面上查找模型。 另一种查找 Konko 实例上运行的模型列表的方法是通过此端点 从这里,我们可以初始化我们的模型:
chat = ChatKonko(max_tokens=400, model="meta-llama/llama-2-13b-chat")
messages = [
    SystemMessage(content="You are a helpful assistant."),
    HumanMessage(content="Explain Big Bang Theory briefly"),
]
chat(messages)
AIMessage(content="  Sure thing! The Big Bang Theory is a scientific theory that explains the origins of the universe. In short, it suggests that the universe began as an infinitely hot and dense point around 13.8 billion years ago and expanded rapidly. This expansion continues to this day, and it's what makes the universe look the way it does.\n\nHere's a brief overview of the key points:\n\n1. The universe started as a singularity, a point of infinite density and temperature.\n2. The singularity expanded rapidly, causing the universe to cool and expand.\n3. As the universe expanded, particles began to form, including protons, neutrons, and electrons.\n4. These particles eventually came together to form atoms, and later, stars and galaxies.\n5. The universe is still expanding today, and the rate of this expansion is accelerating.\n\nThat's the Big Bang Theory in a nutshell! It's a pretty mind-blowing idea when you think about it, and it's supported by a lot of scientific evidence. Do you have any other questions about it?")

以编程方式连接这些文档到 Claude、VSCode 等,通过 MCP 获取实时答案。
© . This site is unofficial and not affiliated with LangChain, Inc.