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significant · [3 sources] · · 中文(ZH) 谁来解决大模型的“最后一公里”工程难题？
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NetEase Youdao launches ThinkFlow to unify enterprise LLM access

By PulseAugur Editorial · Summary by gemini-2.5-flash-lite from 3 sources

NetEase Youdao has launched ThinkFlow, a platform designed to streamline the integration and management of multiple large language models for enterprises. The platform addresses challenges such as fragmented model access, opaque token billing, and inefficient deployment by offering a unified API interface to over 20 mainstream models like DeepSeek and Qwen. ThinkFlow aims to standardize token production, distribution, and optimization, providing features like intelligent routing, load balancing, and a visualization dashboard for token consumption, thereby facilitating the transition of AI adoption from experimental projects to robust engineering. AI

Summary written by gemini-2.5-flash-lite from 3 sources. How we write summaries →

IMPACT Standardizes LLM integration and cost management, accelerating enterprise AI adoption.

RANK_REASON Product launch of an infrastructure platform for managing multiple LLMs.

Read on 雷峰网 (Leiphone) →

NetEase Youdao launches ThinkFlow to unify enterprise LLM access

COVERAGE [3]

  1. 36氪 (36Kr) TIER_1 中文(ZH) ·

    Ministry of Foreign Affairs: The essence of China-US economic and trade relations is mutual benefit and win-win

    5月12日，外交部发言人郭嘉昆主持例行记者会。在回答有关中美经贸关系的问题时，郭嘉昆表示，中美经贸关系的本质是互利共赢，双方应该共同落实好两国元首达成的重要共识，为中美经贸合作和世界经济注入更多的稳定性，具体问题建议向中方主管部门进行询问。（央视新闻）

  2. 36氪 (36Kr) TIER_1 中文(ZH) ·

    NetEase Youdao Releases ThinkFlow Platform, Achieving Full-Link Token Visualization

    36氪获悉，网易有道近日发布企业级大模型聚合平台ThinkFlow。该平台旨在解决企业面对碎片化的大模型供给时，实现Token生产、分发、计费与效率优化的标准化问题。通过标准API接口，允许企业一次接入即可调用DeepSeek、Kimi、Qwen、MiniMax等20余款主流大模型，业务端切换模型无需重写代码。平台内置智能路由和负载均衡机制，支持毫秒级故障切换与熔断降级。ThinkFlow还提供了全链路Token消费可视化看板，将大模型调用成本精确到单次请求。

  3. 雷峰网 (Leiphone) TIER_1 中文(ZH) ·

    Who Will Solve the "Last Mile" Engineering Challenges of Large Models?

    <p>2026年的AI行业正陷入一种集体焦虑——DeepSeek、Kimi、Qwen……当一家企业的技术栈里躺着五到十个不同厂商的API密钥时，“多模接入”从战略优势变成了工程噩梦。协议不统一、计费黑盒化、故障切换靠人工、敏感数据在各部门的代码里裸奔——这些藏在模型能力之下的“隐性成本”，正在吃掉企业的AI预算。</p><p>大模型产业的天平正在倾斜：上半场的赢家是参数规模最大的那个，下半场的赢家则可能是让模型真正“好用”的基础设施。</p><p style="text-align: center;"><strong>ThinkFlow登场：给大模型时代…

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