面向 LLM 的阶段感知上下文窗口治理框架。提供不变的上下文长度上限、基于熵的稳定性控制,以及针对降级(碎片化)状态的概率性保证,适用于生产级 LLM 系统。Phase-aware context window governance framework for Large Language Models (LLMs). Provides invariant context length caps, entropy-based stability control, and probabilistic guarantees against degraded (fragmentation) states for production LLM systems.
仓库/Skill 库
155 个 · 框架 · AI 核心
🍀 OpsRAG 是基于 RAG 的技术事故调查助手,帮助 DevOps 工程师、SRE、云工程师与平台工程师排查基础设施、应用与分布式服务问题🍀 OpsRAG is a technical incident investigation assistant based on Retrieval-Augmented Generation, designed to help DevOps engineers, SREs, Cloud Engineers, and Platform Engineers investigate problems in infrastructure, applications, and distributed services.
Mielepiù 工程案例研究——一款 B2B 销售平台,其 AI Agent 基于真实数据作答并给出引用来源。Engineering case study of Mielepiù, a B2B sales platform whose AI agent answers on real data and cites its sources.
基于 AgentTeams 构建的、有证据支撑的 AI 软件工程团队。An evidence-backed AI software engineering team built on AgentTeams.
基于 git 构建的可治理 multi-agent 框架。A governed multi-agent framework built on git
使用简洁的 markdown 工作空间(基于可检视的文件)管理持久化 agent 记忆,无需复杂框架。Manage durable agent memory using a simple markdown workspace with inspectable files instead of complex frameworks.
企业级 Agent SaaS 平台 — 通过本体引导的 AI 流水线将非结构化数据转化为结构化知识。Enterprise agentic SaaS platform — transform unstructured data into structured knowledge through ontology-guided AI pipelines
Agentic AI 平台,用于仓库分析、迁移规划、上下文驱动的代码转换及迁移后验证。Agentic AI platform for repository analysis, migration planning, context-grounded code transformation, and post-migration validation.
Uniphore 是一家企业级 AI 公司——"The Business AI Company"——成立于 2008 年,总部位于加利福尼亚州帕罗奥图。其旗舰平台 Business AI Cloud(BAIC)是一个主权化、可组合且安全的 AI 平台,分为四层:用于对企业数据进行零拷贝访问的 Data Layer、用于检索的 Knowledge Layer……Uniphore is an enterprise AI company — "The Business AI Company" — founded in 2008 and headquartered in Palo Alto, California. Its flagship platform, the Business AI Cloud (BAIC), is a sovereign, composable and secure AI platform organised into four layers: a Data Layer for zero-copy access to enterprise data, a Knowledge Layer for retrieval and…
基于 Docker Compose 的 AI、LLM 与 RAG 平台基础设施蓝图,含路由、存储与可观测性说明。AI, LLM, and RAG platform infrastructure blueprint with Docker Compose, routing, storage, and observability notes.
面向 agentic AI 创业领域的战略情报平台——FastAPI + SQLite + 原生 JS SPA,内置专业 LLM agent 集群、咨询级行业档案、业务线领域矩阵以及 RAG copilot。Strategic intelligence platform for the agentic-AI startup landscape — FastAPI + SQLite + vanilla-JS SPA with a specialist LLM agent fleet, consulting-grade industry dossiers, a line-of-business domain matrix, and a RAG copilot.