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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<meta name="description" content="RayforceDB - High-performance columnar vector database written in pure C. Explore our ecosystem: core database, Python bindings, WebAssembly, VS Code extension, and Rust bindings.">
<meta name="keywords" content="RayforceDB, columnar database, vector database, time-series, analytics, Python, WebAssembly, Rust, VS Code">
<meta name="author" content="RayforceDB">
<!-- Open Graph -->
<meta property="og:title" content="RayforceDB - High-Performance Columnar Database">
<meta property="og:description" content="Fast columnar vector database with SIMD vectorization for analytics on time-series and big data workloads.">
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<meta property="og:url" content="https://rayforcedb.github.io">
<title>RayforceDB - High-Performance Columnar Database</title>
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<body>
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</a>
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<a href="https://core.rayforcedb.com" class="nav-link" target="_blank">Documentation</a>
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<!-- Hero Section -->
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</div>
<div class="hero-content">
<img src="images/logo_dark_full.svg" alt="RayforceDB" class="hero-logo hero-logo-light">
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<h1>Build <span class="highlight">Blazingly Fast</span> Analytics</h1>
<p class="hero-description">
RayforceDB is a high-performance columnar vector database written in pure C.
Combines columnar storage with SIMD vectorization for lightning-fast analytics
on time-series and big data workloads.
</p>
<div class="hero-stats">
<div class="stat">
<span class="stat-value"><1MB</span>
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<span class="stat-label">Dependencies</span>
</div>
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<span class="stat-value">4+</span>
<span class="stat-label">Platforms</span>
</div>
</div>
<div class="hero-buttons">
<a href="https://core.rayforcedb.com/content/get-started/install.html" class="btn btn-primary" target="_blank">
Get Started
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View on GitHub
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<div class="hero-socials">
<span class="hero-socials-label">Connect with us</span>
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</section>
<!-- Projects Section -->
<section class="projects" id="projects">
<div class="container">
<div class="section-header">
<h2>The <span class="highlight">RayforceDB</span> Ecosystem</h2>
<p>Everything you need to build high-performance data applications</p>
</div>
<div class="projects-grid">
<!-- Core Database -->
<a href="https://core.rayforcedb.com" class="project-card featured" target="_blank">
<div class="project-icon">
<svg xmlns="http://www.w3.org/2000/svg" width="32" height="32" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round">
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</div>
<div class="project-badge">Core</div>
<h3>rayforce</h3>
<p>The core columnar vector database engine. Pure C implementation with SIMD vectorization, custom memory management, and minimal footprint.</p>
<div class="project-tech">
<span class="tech-tag">C</span>
<span class="tech-tag">SIMD</span>
<span class="tech-tag">Cross-platform</span>
</div>
<div class="project-meta">
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<h3>rayforce-py</h3>
<p>Powerful Python bindings with DataFrame-like API. Seamless integration for data science and analytics workflows.</p>
<div class="project-tech">
<span class="tech-tag">Python 3.11+</span>
<span class="tech-tag">Timeseries</span>
<span class="tech-tag">Native</span>
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<h3>rayforce-wasm</h3>
<p>WebAssembly build for browser-based analytics. Run RayforceDB directly in web applications with near-native performance.</p>
<div class="project-tech">
<span class="tech-tag">WebAssembly</span>
<span class="tech-tag">JavaScript</span>
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<h3>rayforce-vscode</h3>
<p>RayforceDB runtime manager embedded in VS Code (Cursor) workspace. Connect and execute queries against local & remote RayforceDB instances via integrated REPL.</p>
<div class="project-tech">
<span class="tech-tag">VSX</span>
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<h3>rayforce-rs</h3>
<p>Native Rust bindings for systems programming. Memory-safe integration with the Rust ecosystem and Cargo support.</p>
<div class="project-tech">
<span class="tech-tag">Rust</span>
<span class="tech-tag">Cargo</span>
<span class="tech-tag">FFI</span>
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</div>
</a>
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</div>
</section>
<!-- Features Section -->
<section class="features">
<div class="container">
<div class="section-header">
<h2>Why <span class="highlight">RayforceDB</span>?</h2>
<p>Built for modern analytics workloads</p>
</div>
<div class="features-grid">
<div class="feature-card">
<div class="feature-icon">
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<h3>Blazing Fast</h3>
<p>SIMD-vectorized operations and columnar storage deliver exceptional query performance on analytical workloads.</p>
</div>
<div class="feature-card">
<div class="feature-icon">
<svg xmlns="http://www.w3.org/2000/svg" width="28" height="28" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round">
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<h3>Cross-Platform</h3>
<p>Runs on Linux, macOS, Windows, and WebAssembly. One codebase, deploy anywhere.</p>
</div>
<div class="feature-card">
<div class="feature-icon">
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<h3>Minimal Footprint</h3>
<p>Less than 1MB binary with zero external dependencies. Perfect for embedded and edge computing.</p>
</div>
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<h3>Simple Query Language</h3>
<p>Elegant Lisp-like Rayfall syntax. Expressive, composable, and easy to learn—no complex SQL needed.</p>
</div>
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<div class="feature-icon">
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<h3>Multi-Language</h3>
<p>Native bindings for Python, Rust, and JavaScript/WebAssembly. Use your preferred language.</p>
</div>
<div class="feature-card">
<div class="feature-icon">
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<h3>Production Ready</h3>
<p>Battle-tested in financial analytics and high-frequency trading environments. MIT licensed.</p>
</div>
</div>
</div>
</section>
<!-- Use Cases Section -->
<section class="use-cases">
<div class="container">
<div class="section-header">
<h2>Built For</h2>
<p>Powering real-world applications</p>
</div>
<div class="use-cases-grid">
<div class="use-case">
<span class="use-case-icon">📈</span>
<span>Financial Analytics</span>
</div>
<div class="use-case">
<span class="use-case-icon">⏱️</span>
<span>Time-Series Data</span>
</div>
<div class="use-case">
<span class="use-case-icon">🌐</span>
<span>IoT & Sensors</span>
</div>
<div class="use-case">
<span class="use-case-icon">🤖</span>
<span>ML & LLMs</span>
</div>
<div class="use-case">
<span class="use-case-icon">📊</span>
<span>Real-time Analytics</span>
</div>
<div class="use-case">
<span class="use-case-icon">🔬</span>
<span>Data Science</span>
</div>
</div>
</div>
</section>
<!-- CTA Section -->
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<div class="container">
<h2>Ready to get started?</h2>
<p>Join the RayforceDB community and build blazingly fast analytics applications.</p>
<div class="cta-buttons">
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