在同一 chunk 集合上对比 Lexical / Vector / Graph RAG,提供确定性评估、自我修正的 LangGraph agent 循环、PII 治理与 RAG 就绪度分析器。Lexical vs Vector vs Graph RAG over one identical chunk set, with deterministic evaluation, a self-correcting LangGraph agent loop, PII governance, and a RAG-readiness analyzer.
仓库/Skill 库
3136 个
一个真实运营业务的自驱动 AI 组织的"飞行记录仪"——零收入、第一天起,所有决策均有案可查。Flight recorder of an autonomous AI org running a real business. €0 revenue, day 1, all decisions on file.
AI 辅助的文献综述与综合工作流。AI-assisted literature review and synthesis workflows
Chat2DB Community 的 Rust 产品运行时,配套 Java 数据库兼容引擎Rust product runtime with Java database compatibility engine for Chat2DB Community
协调 OpenClaw AI Agent 攻克 LHON——一种导致失明的罕见遗传疾病。安装 Skill,让你的 Agent 参与真实医学研究。Coordinating OpenClaw AI agents to cure LHON — a rare genetic disorder causing blindness. Install the skill, let your agent contribute to real medical research.
Orchestra 的 AI 服务器——蓝图生成、任务分配、Clover 助手与知识图谱AI server for Orchestra- blueprint generation, task assignment, Clover assistant, and knowledge graph
面向编码 Agent 的 MCP 原生部署控制平面。MCP-native deployment control plane for coding agents.
E-Code——借助 AI Agent 构建、发布并扩展全栈应用。E-Code — build, ship and scale full-stack apps with AI agents
WordPress 共享 AI 基础设施:provider 凭证、实时模型、提示词、标准化请求及 AI-Scribe 和兼容插件的使用记录。Shared AI infrastructure for WordPress: provider credentials, live models, prompts, normalised requests and usage records for AI-Scribe and compatible plugins.
📊 自动化从 LinkedIn 抓取招聘信息,通过高效批量数据收集简化研究与招聘工作。📊 Automate job listing extraction from LinkedIn to streamline your research and recruitment efforts with efficient, bulk data collection.
MedDraft_AI 是一个专用于学术医学研究写作的本地优先自主流水线——支持论著、硕士与博士学位论文、系统综述、叙述综述、范围综述、Meta 分析、研究方案与临床报告。MedDraft_AI is an autonomous local-first pipeline designed exclusively for academic medical research writing — manuscripts, theses, dissertations, systematic reviews, narrative reviews, scoping reviews, meta-analyses, protocols, and clinical reports.
最简单的可扩展自然语言数据库查询方案,快速且随规模伸缩。Simplest Natural Langauge Querying DB That scales. Fast.
DeepSeek Harness 个人自研插件集:上下文罗盘 / 跨会话知识 / 子代理模型路由 / AI 生图(Personally developed plugins for DeepSeek Harness)
AI 教材数字化与互动辅导平台:PDF/扫描教材经 MinerU OCR 结构化出题,文本 + 视觉双模型审校与确定性质量门禁;学生端七种题型互动、分层提示与错题多轮陪练闭环;FastAPI + PostgreSQL JSONB + React 19
一本关于生产级 RAG 与 agentic 系统的实用第一性原理手册,支持 RU/EN/SK,基于 Docusaurus 构建。A practical, first-principles handbook on production RAG & agentic systems — RU/EN/SK, built with Docusaurus.
GenAI 职业路线图 2026 🚀 | AI 岗位路径与技能指南GenAI Career Roadmap 2026 🚀 | AI Job Paths & Skills Guide
本地优先的桌面端研究与引用管理器,具备 AI 辅助引用建议、语义文献库搜索、PDF 批注以及 Microsoft Word 插件。Local-first desktop research & citation manager with AI-assisted citation suggestions, semantic library search, PDF annotation, and a Microsoft Word add-in.
由一名高中应届毕业生借助 AI 开发的、可定制个人知识库的 AI Agent。An AI agent that customizes your knowledge base, created by a graduated high school student using AI
基于你的 AI Agent 集群已编写的 markdown 协作日志之上,为每个 Agent 提供独立收件箱。A per-agent inbox over the markdown coordination logs your AI agent fleet already writes
私有、100% 本地运行的论文追踪器,内置 PDF 阅读器。A private, 100% local research paper tracker with a built-in PDF reader
TTS、语音转换与口语对话 Agent 的活体系统综述Living systematic review of TTS, voice conversion, and spoken conversational agents
自我进化的个人 AI agent,以 Telegram 为优先;多提供商自带 key;具备持久记忆、每日日记、skill 图、梦境循环。永久免费,Apache 2.0。Self-evolving personal AI agent. Telegram-first. Multi-provider BYO key. Persistent memory, daily journal, skill graph, dream cycle. Free forever. Apache 2.0.
脚手架搭建生产级 AI Agent 项目最快的方式。The fastest way to scaffold production-ready AI Agent projects
通过 MCP 为协作型 AI agent 提供基于 PostgreSQL 的共享记忆。Shared PostgreSQL-backed memory for collaborating AI agents via MCP
📚 构建并评估 RAG 流水线,实现数据导入、嵌入、检索与问答,并提供准确性与相关性指标。📚 Build and evaluate RAG pipelines to ingest, embed, retrieve, and answer questions with metrics for accuracy and relevance.
织光 WeaveMind V1.0 — 看得见、会记忆、会自我进化的多智能体 AI 团队。多用户鉴权、结构化数据适配器、验收溯源、报告分享/PDF/通知,本地运行数据私有。
自动化 git-worktree 工作流:通过 Claude Code 或 GitHub Copilot CLI 从 diff 中提取意图,执行构建/lint/测试,开启 GitLab MR 或 GitHub PR,并自动修复失败的 pipeline。Automated git-worktree workflow that captures intent from diffs via Claude Code or GitHub Copilot CLI, runs build/lint/test, opens GitLab MRs or GitHub PRs, and auto-fixes failing pipelines.
自托管 Docker 栈,用于跨平台 AI Agent 工作区(Claude Code + ChatGPT + 任意 LLM)。MIT 许可。Self-hosted Docker stack for cross-platform AI agent rooms (Claude Code + ChatGPT + any LLM). MIT.
🤖 DeepTutor 是一款 AI 驱动的学习助手,可根据个人需求定制教育内容,提供个性化资源与支持🤖 Enhance learning with DeepTutor, an AI-powered assistant that personalizes education to fit your needs. Discover tailored resources and support.
原生 macOS 学术写作助手,通过 OpenAI 或 DeepSeek 提供 AI 驱动的语法、标点与风格检查。A native macOS academic writing assistant with AI-powered grammar, punctuation, and style checks via OpenAI or DeepSeek.
基于环境凭证的 CrewAI scaffold 与 Streamlit kickoff-client 学习。CrewAI scaffold and Streamlit kickoff-client study with environment-only credentials.
使用本地 LLM 与私密法律文档对话,在自有硬件上获得带引用、可验证的答案。Chat with private legal documents using local LLMs. Get cited, verifiable answers on your own hardware.
为 MI Tech Arsenal 定制的基于 RAG 的 AI 助手,具备自动化 sitemap 索引、通过 ChromaDB 进行神经搜索,以及 Streamlit 到 Blogger 的无缝集成。A custom RAG-based AI assistant for MI Tech Arsenal. Features automated sitemap indexing, neural search via ChromaDB, and a seamless Streamlit-to-Blogger integration.
Claude-Code-Skill-Set:从任意知识源生成可打印的学习卡片(A4,每页 8 张,支持双面打印)Claude-Code-Skill-Set: aus beliebigen Wissensquellen druckfertige Lernkarten (A4, 8 Karten/Seite, duplexfähig)
一种静态类型、编译型编程语言,带有原生 x86-64 后端 — 由 AI 编写,为 AI 服务。A statically-typed, compiled programming language with a native x86-64 backend — written by AI, for AI.
本仓库包含用于复现论文《Pharmacological treatments for ADHD and comorbid substance use disorder: a systematic review and network meta-analysis》中数据库与分析的 R 代码。This repository holds the R codes for reproducing the databases and analyses in my paper "Pharmacological treatments for ADHD and comorbid substance use disorder: a systematic review and network meta-analysis".