据X.PIN独家消息,微信的AI智能体采用agent-to-agent架构运行。其中,“管家”智能体负责理解用户意图,并将任务(如外卖、打车等)路由至各小程序自带的“技能”中执行,实现一站式服务闭环。该智能体基于腾讯混元及智谱等模型构建,目前正于数个高流量小程序内进行有限测试。用户可在授权后允许智能体读取聊天历史以实现个性化服务。微信庞大的用户基础、支付、身份体系与百万级小程序生态,使其具备显著的落地优势。
A person with direct knowledge of the project tells http://X.PIN how WeChat's agent is actually built - and that it's already in limited live testing with several high-traffic mini-programs.
It's agent-to-agent: a "butler" agent reads your intent and routes each task to a mini-program's own "skill" - food delivery, ride-hailing, travel, movie tickets - closing the loop without leaving the chat. Our source says it runs on Tencent's Hunyuan plus outside Chinese models like Zhipu. The kicker, per the same source: opt in and the agent reads your WeChat chat history to get sharper about you.
Why it matters: no Western super-app has WeChat's moat to make agent-to-agent actually deliver - 1.4bn users, payments, identity, a million mini-programs already in one place.