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Adobe’s AI experiments let you explore photos and interview characters | The Verge
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www.techstars.com
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AI as Your Co-Founder: Scaling with HubSpot’s Claude Connector | Techstars
…eans moving fast with limited resources. What if you could add an AI co-founder to help lighten the load? By Caragh Kennedy, Head of East Coast Partnerships at HubSpot for Startups Building …
laravel.com
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Introducing Laravel AI SDK v1 | Laravel - The clean stack for Artisans and agents
Laravel AI SDK v1.0 is here: one Laravel-native API for every provider, with conversation storage, streaming chat, agents, tool approvals, and Jev classification. Today, we’re releasing v1.0…
www.microsoft.com
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Shop Everyday Productivity Laptops, Notebook Computers, & AI Laptops | Microsoft Windows
…tasking. Lenovo IdeaPad Slim 5X Accelerate your productivity with AI built into Copilot+ PCs, and features like Click to Do13 and improved Windows search14 to get where you’re going faster. …
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CNCF Hits Major Milestones with Global Community Growth, Record Industry Investment and a New Generation of Projects to Build AI Systems in Production | CNCF
…roll your company as a CNCF End User and save more than $10K in training and conference costs New Sandbox projects, including Agent Substrate and OpenShell, expand CNCF’s portfolio to 231 pr…
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Welcoming OpenShell to the CNCF: Open Governance to Secure Agentic AI | CNCF
…roll your company as a CNCF End User and save more than $10K in training and conference costs Posted on November 10, 2026 by Jonathan Bryce (CNCF), Ali Golshan (NVIDIA) CNCF projects highlig…
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Google’s Tabletop AI experiment lets you build custom collaboration apps | The Verge
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Run AI Agents in GitHub Actions with Docker Sandboxes | Docker
Secure, minimal container images for every team, free with enterprise features, if needed. In July 2026, GitHub Agentic Workflows added Docker Sandboxes as a supported agent runtime. It mean…
www.ai-observer.cn
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AI Agent 的规划能力与工具调用
RAG 的思路是先检索、再生成：把业务文档切块存入向量库，用户提问时召回相关片段，连同问题一起交给模型。效果好坏取决于切块粒度、召回质量与提示词组织，模型本身反而不是唯一变量。 向量检索用嵌入模型把文本映射成向量，通过近似最近邻算法找相似内容，适合语义匹配；关键词检索则擅长精确命中。生产环境通常做混合检索，再用重排模型融合两路结果，兼顾召回率与准确率。 欢迎在评论区补充你的做法…
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Apple HomeView review: Siri AI comes home | The Verge
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