一个统一的工具调用接口:支持 OpenAI、Claude 和 Gemini

📄 中文摘要

llm-api-adapter 是一个开源的 Python 库,旨在简化与多个大型语言模型(LLM)提供商的交互。许多 AI 应用程序需要支持多个 LLM 提供商,原因包括成本优化、在某个提供商不可用时的备用方案、获取不同模型能力的访问权限以及对新模型的实验。然而,当尝试集成 OpenAI、Claude 和 Gemini 时,实际操作往往变得复杂。工具调用的多样性使得跨平台的可移植性受到影响,不同提供商之间的工具格式差异进一步增加了集成的难度。

📄 English Summary

One Tool Calling Interface for OpenAI, Claude, and Gemini

llm-api-adapter is an open-source Python library designed to simplify interactions with multiple large language model (LLM) providers. Many AI applications require support for multiple LLM providers for reasons such as cost optimization, fallback options when a provider is unavailable, access to different model capabilities, and experimentation with new models. However, integrating OpenAI, Claude, and Gemini can become complicated in practice. The diversity of tool calling formats breaks portability, and the differences in tool formats among various providers further complicate the integration process.

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数据源: OpenAI, Google AI, DeepMind, AWS ML Blog, HuggingFace 等