We built it on Claude Sonnet 3.5 in early 2025. We upgraded to 3.7 without incident, and to 4.0 without incident. By the time ...
AutoGen 退居维护模式、MAF 上位,是 Agent 框架生态正在发生的一个广泛变化。简单来说:框架的竞争正在从"谁的 Agent 更智能"转向"谁的 Agent 更容易生产化"。 把多 Agent 系统从原型代码推到生产环境,要做的工作远比想象中多。可观测性怎么接入?中间件怎么插?
点击上方“Deephub Imba”,关注公众号,好文章不错过 !如果你在 ChatGPT、Claude 或 Gemini 里输入过一个问题但是发现:"这不是我的意思"——那你已经碰到了 prompt engineering ...
随着人工智能技术的飞速演进,智能代理(AI Agent)已从单一任务执行工具向多模态协同系统转变。传统单智能体工具在复杂业务场景中逐渐暴露出局限性,如任务处理能力单一、跨系统协作困难、企业级部署复杂等问题,难以满足现代业务对智能化、自动化的 ...
9 天on MSNOpinion
Beyond RAG: Why every AI search platform is now agentic and what that means for your content
AI search has outgrown simple RAG. Learn how today’s hidden AI retrieval systems decide whether your content gets surfaced or ...
Writing code that interacts with LLM services requires bridging two different worlds. Use these tips and techniques to bind ...
This vibe coding cheat sheet explains how plain-language prompts can build apps fast, plus the planning, testing, and ...
OX Security confirmed arbitrary command execution on six live platforms and estimates 200,000 MCP servers are exposed. Here's how to audit your deployments.
Microsoft’s April 2026 Excel update expands Copilot with interactive editing, planning modes, Python integration, and improved iOS comments, marking a deeper shift toward AI-driven workflows.
AI thrives on data but feeding it the right data is harder than it seems. As enterprises scale their AI initiatives, they face the challenge of managing diverse data pipelines, ensuring proximity to ...
March 19 (Reuters) - OpenAI said on Thursday it will acquire Python toolmaker Astral, as the ChatGPT owner looks to strengthen its portfolio against rival Anthropic and gain more share in the ...
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