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SlashData&CNCF:2025技术雷达:AI推理、机器学习编排与代理型AI工具及平台研究报告(中译版)(41页).pdf

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1、OCTOBEROCTOBER 20252025CNCF TECHNOLOGY RADARAI INFERENCING,ML ORCHESTRATION,AND AGENTIC AI TOOLS AND PLATFORMS2Can I share data from this report?Can I share data from this report?1.License GrantThis report is licensed under the Creative Commons Attribution-NoDerivatives Licence 4.0(International).Pu

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根据报告的内容,以下是全文关键点的简明概括: 1. **AI工具和平台**:NVIDIA Triton、DeepSpeed、TensorFlow Serving和BentoML在AI推理工具中被评为“采用”级别,其中NVIDIA Triton在成熟度和实用性方面得分最高。 2. **机器学习编排工具**:Airflow和Metaflow被评为“采用”级别,Metaflow在成熟度方面得分最高,Airflow在推荐度方面表现最佳。 3. **代理式AI平台**:Model Context Protocol (MCP)和Llama Stack被评为“采用”级别,MCP在成熟度和实用性方面领先,Agent2Agent在推荐度方面得分最高。 4. **云原生与AI/ML**:41%的ML/AI开发者使用云原生方法,云原生技术在AI/ML领域的发展中扮演着关键角色。 5. **技术成熟度**:CNCF生态系统支持从实验性创新到生产就绪基础设施的整个技术生命周期。
哪些技术领跑?" Airflow与Metaflow谁更胜一筹?" 开发者如何选择?"
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