Use the vitals package with ellmer to evaluate and compare the accuracy of LLMs, including writing evals to test local models ...

You can even self-host it!

Explore the innovative concept of vibe coding and how it transforms drug discovery through natural language programming.

点击上方“Deephub Imba”,关注公众号,好文章不错过 !本文会带你从零搭建一个完整的概念验证项目（POC），技术栈涵盖 Adaptive RAG、LangGraph、FastAPI 和 Streamlit 四个核心组件。Adaptive RAG 负责根据查询复杂度自动调整检索策略；LangGraph 把多步 LLM 推理组织成有状态的可靠工作流；FastAPI 作为高性能后端暴露整条..

Claude Sonnet 4.6 beats Opus in agentic tasks, adds 1 million context, and excels in finance and automation, all at one-fifth ...

引言 随着软件行业进入智能体时代，开发者和架构师面临着一个熟悉的挑战。正如微服务的兴起需要标准化的通信模式，如REST和gRPC，专业AI智能体的激增需要一个强大的框架，使它们能够有效地发现、通信和协作。

A simple daily skin care routine includes cleansing, serums, moisturizer, and sunscreen. Match products to your skin type to avoid irritation or breakouts. Patch test new products for 48 to 96 hours, ...