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apple/embedding-atlas

Embedding Atlas is a tool that provides interactive visualizations for large embeddings. It allows you to visualize, cross-filter, and search embeddings and metadata.

TypeScript ◇ embedding MIT
★5KSTARS
⑂330FORKS
!32ISSUES
🏆#1,449GLOBAL RANK
🔥2DAYS TRENDING
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Momentum

+124

STARS · LAST 30 DAYS

4

PER DAY

#221

MOST-STARRED TypeScript

Window7 days30 days90 days
Stars gained+28+124+360
Per day444
Forks gained+2+7+17

embedding-atlas gained 124 stars in the last 30 days, about 4 a day, and now has 5K. It is about 1 year old and has averaged roughly 5K stars a year. It ranks #221 among TypeScript repositories and #1,449 across all languages on GitHubRepo.

Trending Record

embedding-atlas has maintained a continuous presence across global trending indexes, peaking at #2446. Below is the 30-day activity profile:

💡 Overview

embedding-atlas is an open-source project written in TypeScript: Embedding Atlas is a tool that provides interactive visualizations for large embeddings. It allows you to visualize, cross-filter, and search embeddings and metadata.

Engineered for speed, consistency, and developer ease, it solves common hurdles in embedding, visualization. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.

⚡ Key Features

1

Optimized execution pipeline written in TypeScript for predictable speed.

2

Zero-friction configuration with comprehensive sensible defaults out of the box.

3

Cross-platform runtime support across Linux, macOS, and Windows environments.

4

Strong typing and modular architecture designed for easy extension and maintainability.

5

Standardized CLI and API interfaces for smooth integration into CI/CD workflows.

6

Active community maintenance with regular dependency updates and security patches.

📥 Installation

terminal
$ npm install embedding-atlas

⚙ System Requirements

Platforms

  • • macOS
  • • Linux
  • • Windows

Runtime & Dependencies

Node.js >= 18, npm, pnpm or bun

Architecture

x86_64, ARM64 (Apple Silicon & Graviton)

🧠 How It Works

embedding-atlas coordinates its core functionality through a modular TypeScript pipeline. It parses configuration parameters, validates inputs, and resolves dependencies asynchronously. By minimizing runtime overhead and keeping allocations localized, it delivers predictable performance in both local development environments and automated production workloads.

🎯 Production Use Cases

Production System Integration

Embed embedding-atlas into TypeScript backend services to handle core application logic.

CI/CD Automated Pipelines

Run automated validation, builds, and integration suites during deployments.

Developer Tooling & Workflows

Accelerate developer onboarding with pre-configured project utilities.

Open Source Extension

Fork and customize internal modules under the repository's open MIT license.

🚀 Getting Started

1

Install embedding-atlas using your package manager: `npm install embedding-atlas`

2

Initialize your project workspace or configuration file for embedding-atlas.

3

Import embedding-atlas into your codebase or invoke it directly from your terminal.

4

Execute your test suite or run `embedding-atlas --help` to verify successful setup.

👍 Strengths

Active community backing with 4,962 GitHub stars and verified adoption.
Permissive open-source distribution under the MIT license.
Built in TypeScript for high execution speed and developer familiarity.
Cross-platform compatibility across modern Linux, macOS, and Windows environments.
Clean modular design allowing flexible configuration and pipeline integration.

⚠️ Considerations

Requires familiarity with TypeScript and modern CLI workflows.
Ecosystem extensions may require manual configuration depending on environment constraints.
Active development roadmap means breaking API changes may occur across major versions.

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👥 Who Should Use This

Developers and engineering teams building with TypeScript, seeking reliable, tested, and actively maintained tooling for production workloads.

🏆 Nearby in the Rankings

apple/embedding-atlas is currently ranked #1,449 by stars across every repository tracked on GitHubRepo. These are adjacent projects:

RankRepositoryLanguageStarsAction
#1,444 testcontainers/testcontainers-go Go ★ 5K Compare ↗
#1,445 mbleigh/acts-as-taggable-on Ruby ★ 5K Compare ↗
#1,446 mock-server/mockserver-monorepo Java ★ 5K Compare ↗
#1,447 hashicorp/terraform-provider-azurerm Go ★ 5K Compare ↗
#1,448 spring-cloud/spring-cloud-netflix Java ★ 5K Compare ↗
#1,449 apple/embedding-atlas This Project TypeScript ★ 5K
#1,449 open-telemetry/opentelemetry-collector-contrib Go ★ 5K Compare ↗
#1,451 microsoft/FluidFramework TypeScript ★ 4.9K Compare ↗
#1,452 Ocramius/ProxyManager PHP ★ 4.9K Compare ↗
#1,453 EverMind-AI/Raven Python ★ 4.9K Compare ↗
#1,454 awslabs/aidlc-workflows TypeScript ★ 4.9K Compare ↗

Frequently Asked Questions

What does embedding-atlas do? +

Embedding Atlas is a tool that provides interactive visualizations for large embeddings. It allows you to visualize, cross-filter, and search embeddings and metadata.

What language is embedding-atlas written in? +

The primary language is TypeScript. Topics include: embedding, visualization.

Is embedding-atlas actively maintained? +

Yes, the last recorded push was on Sep 30, 2026 with 32 open issues being tracked.

How many stars does embedding-atlas have? +

embedding-atlas has 4,962 stars and 330 forks on GitHub.

How does embedding-atlas rank among GitHub repositories? +

With 4,962 stars, apple/embedding-atlas is ranked #1,449 globally across all repositories tracked on GitHubRepo and #221 among TypeScript projects.

What license is embedding-atlas distributed under? +

The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.

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