使用 MirrorFly 构建自定义 AI 语音代理 (RAG)
📄 中文摘要
该指南提供了使用 MirrorFly AI-RAG 仪表板和 SDK 构建和集成自定义 AI 语音代理的步骤。解决方案支持实时音频流、工作流构建器和外部知识库训练(增强型生成)。通过这些功能,可以确保语音代理与品牌一致,并提供上下文感知的用户体验。实现步骤分为两个部分:第一部分是构建自定义 AI 语音代理,包括配置代理个性、使用数据集进行训练和在 MirrorFly 仪表板中设计对话流程;第二部分是将语音代理嵌入到您的 Web 应用中,使用 MirrorFly AI SDK。
📄 English Summary
Build A Custom AI Voice Agent Using MirrorFly (RAG)
This guide outlines the steps for building and integrating a custom AI voice agent using the MirrorFly AI-RAG dashboard and SDK. The solution supports real-time audio streaming, a workflow builder, and external knowledge base training (Retrieval-Augmented Generation). These features ensure that the voice agent aligns with the brand and provides context-aware user experiences. The implementation steps are divided into two sections: the first focuses on building the custom AI voice agent, which includes configuring the agent's personality, training it with datasets, and designing conversational flows in the MirrorFly dashboard; the second section covers the integration of the voice agent into your web app using the MirrorFly AI SDK.
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数据源: OpenAI, Google AI, DeepMind, AWS ML Blog, HuggingFace 等