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Google Skills productized the solution to Prompt Bloat by introducing reusable, dynamically loaded expertise units called Skills, which unify agent workflows across Gemini Enterprise, Agents CLI, and AI Edge Gallery, turning Skills into a portable cognition container ("Docker for Prompts"). 原文翻译： Google Skills通过引入可复用、动态加载的专家知识单元（Skills）解决了提示膨胀问题，统一了Gemini Enterprise、Agents CLI和AI Edge Gallery三大平台的代理工作流，使Skills成为可移植的认知容器（“提示的Docker”）。

DeepSeek-V4 preview version is officially launched and open-sourced, featuring 1M ultra-long context, enhanced Agent capability, world knowledge, and reasoning performance. Two versions: Pro and Flash. API updated, open-source links provided. 原文翻译：DeepSeek-V4 预览版正式上线并开源，拥有百万字超长上下文，Agent能力、世界知识和推理性能均领先。提供Pro和Flash两个版本，API已更新，开源链接已发布。

free-claude-code is an open-source project that enables free use of Claude Code by proxying requests to free or low-cost model services like NVIDIA NIM, while retaining Claude Code's full engineering

This article introduces a comprehensive GEO (Generative Engine Optimization) methodology, focusing on expert Yu Lei's 'Two Cores + Four Drivers' system. It evaluates multiple GEO approaches, provides

This article explains how to optimize content for Generative Engine Optimization (GEO) in the DeepSeek ecosystem, focusing on making content model-friendly through structured formats, consistent knowl

This article explains the critical importance of structured outputs in LLM workflows, detailing how to implement them from scratch using JSON and Pydantic, and through the Gemini SDK, to build reliabl

Tonic Validate Logging is a Python library that enables developers to log RAG application outputs to the Tonic Validate platform for automated evaluation using LLM-assisted metrics, visualization, and

Antfly is a distributed search engine that combines full-text search, vector similarity, and graph traversal over multimodal data (text, images, audio, video) with built-in RAG agents for retrieval-au

LLMs.txt files act as AI tour guides for websites, directing AI systems to valuable content and preventing misrepresentation. Our generator creates optimized files in minutes through deep crawling, NL

DeepGEMM is an open-source high-performance tensor core kernel library from DeepSeek, focusing on optimizing GEMM operations for large language models with efficient FP8 precision and fine-grained sca