Orama ORG

🌌 A complete search engine and RAG pipeline in your browser, server or edge network with support for full-text, vector, and hybrid search in less than 2kb.

A tiny in-app search engine that runs entirely inside your app, no server, no network round trip, with full-text, vector, and hybrid search in under 2 KB.

onnx-go gives the ability to import a pre-trained neural network within Go without being linked to a framework or library.

OramaCore is the complete runtime you need for your projects, answer engines, copilots, and search. It includes a fully-fledged full-text search engine, vector database, LLM interface, and many more utilities.

Extremely fast, compact, binary serialization/deserialization for your structured data

🖍️ Highlight any text in JavaScript

Split large texts into chunks with a maximum number of tokens. Split by fixed size or by sentence.

Next.js Commerce

CloudFlare API wrapper

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🚀 Demos & examples of Orama in the wild

Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization. Pure JavaScript port of karpathy/minbpe

Rust crate to fix malformed JSON outputs from LLMs

A set of UI components to help you integrate Orama on your website or app.

Simple vector quantization utilities and functions.

Remote Sync change detection lib. Currently supporting AWS S3 but possibly open to more sources.

The OramaCore serverless JavaScript runtime - powered by Deno

Orama Cloud client for JavaScript and TypeScript

Pre-built, React-based, headless Orama components

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This is a collection of fine-tuned models used by Orama.

Official docs for OramaCore, Orama Cloud, and Orama JS.

Libs to build OramaCore

Orama custom provider for Vercel AI

Radix tree

an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM

Curated Claude Code harness for Orama's marketing work — brand-voice QA, content production, campaign orchestration, competitive intelligence, GTM enablement, and weekly measurement. Lives as a submodule under amaro-bridge; activated with /marketer.

Write data on FS in a performance way

Rust client for Orama Cloud and OramaCore

The OramaCore and Orama Cloud JavaScript and TypeScript client.

Python client for Orama Cloud and OramaCore

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A tool to catch laggard messages from RabbitMQ streams

🎄 Generic trie data structure (prefix tree) in Rust, with functions to search for common prefixes and postfixes

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Swift client for Orama Cloud

WASM port of the Jieba Chinese Word Segmentation Implemented in Rust. For browsers and JavaScript servers.

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The Node.js® Website

A demo application made with Orama Components

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The beautiful docs framework with Next.js and any React.js framework.

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The open-source package registry for modern JavaScript and TypeScript

The marketing and docs site for all TanStack projects

Represent large sets and maps compactly with finite state transducers.

Strapi Documentation

VSCode Server Container for developing GPU-powered apps via local tunnels.

Deno documentation, examples and API Reference. Powered by Lume.

Next generation guids. Secure, collision-resistant ids optimized for horizontal scaling and performance.

SolidJS Core Docs.

The React Router website

All code examples used in videos

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:globe_with_meridians: The Babel documentation website

Subword Language Model for Query Auto-Completion