人工智能优先 ·同构 ·零依赖 ·轻量级 ·局部优先

Skalex 将向量搜索、代理内存、自然语言查询、MCP服务器和AES-256-GCM加密**整合在一个零依赖包中——无服务器、无配置、无外部服务。一个npm install skalex支持Node.js、Bun、Deno、浏览器和边缘运行时。所有AI功能——余弦相似性搜索、带压缩的语义代理内存、通过任意LLM的db.ask()自然语言处理查询，以及Claude桌面和光标的一行MCP服务器——都内置于核心中，没有任何额外依赖。

架构 + 拟合： 所有数据都存放在您的进程堆中 - db.connect() 加载完整数据集，实现即时零开销访问。存储适配器控制数据存储位置，而非容纳多少。专为单进程、本地优先且数据集能放入内存的工作负载设计：AI 代理、CLI 工具、桌面应用、边缘工作者、离线优先应用。不能替代 PostgreSQL 或 MongoDB 用于大规模、多进程或分布式系统。

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特色

零上方覆盖。最大射程。

• 零依赖：安装包，不安装其他。不使用驱动程序，不使用ORM，不使用服务器进程。

Skalex

AI-first · Isomorphic · Zero-dependency · Lightweight · Local-first

Skalex ships vector search, agent memory, natural language queries, an MCP server, and AES-256-GCM encryption in a single zero-dependency package - no server, no config, no external services. One npm install skalex on Node.js, Bun, Deno, browsers, and edge runtimes. All AI capabilities - cosine similarity search, semantic agent memory with compression, db.ask() NLP queries via any LLM, and a one-line MCP server for Claude Desktop and Cursor - are built into the core with zero additional dependencies.

Architecture + fit: all data lives in your process’s heap - db.connect() loads the full dataset for instant, zero-overhead access. Storage adapters control where data persists, not how much fits. Designed for single-process, local-first workloads where the dataset fits in RAM: AI agents, CLI tools, desktop apps, edge workers, offline-first apps. Not a replacement for PostgreSQL or MongoDB for large-scale, multi-process, or distributed systems.

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Features

Zero overhead. Maximum reach.

• Zero dependencies: install the package, nothing else. No driver, no ORM, no server process.
• Lightweight, and staying that way: the full core bundle is ~28 KB gzipped. That is a promise, not a snapshot - a hard byte budget is enforced in CI on every push and PR, so Skalex will not quietly bloat.
• Full build matrix: ESM, ESM minified, CJS, CJS minified, browser ESM (dist/skalex.browser.js, no node:* imports), UMD/IIFE (dist/skalex.umd.min.js, CDN default)
• Runs everywhere: Node.js ≥18, Bun, Deno 2.x, browser (Chrome/Firefox/Safari), edge runtimes. Verified by 1,164 tests (935 unit/integration + 229 cross-runtime smoke) gated by CI on every push and PR
• Pluggable storage: FsAdapter (Node), LocalStorageAdapter (browser), EncryptedAdapter (AES-256-GCM), or bring your own

Queries that scale with your data.

• Full operator set: $eq $ne $gt $gte $lt $lte $in $nin $regex $fn $or $and $not
• Dot-notation nested field queries
• Secondary field indexes: O(1) lookups via IndexEngine
• Unique constraints, filter pre-sorter for performance