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antvis

antvis/AVA

๐Ÿ‘พ AI-native Visual Analytics framework build for agents.

โ˜…1.6KSTARS
โ‘‚159FORKS
!1ISSUES
๐Ÿ†#2,135GLOBAL RANK
๐Ÿ”ฅ1DAYS TRENDING
๐Ÿš€
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Star History

Continuous Observations
Interactive star growth chart for antvis/AVA
CSV

Momentum

+39

STARS ยท LAST 30 DAYS

1

PER DAY

#271

MOST-STARRED TypeScript

Window7 days30 days90 days
Stars gained+7+39+90
Per day111
Forks gained+1+3+10

AVA gained 39 stars in the last 30 days, about 1 a day, and now has 1.6K. It is about 7 years old and has averaged roughly 225 stars a year. It ranks #271 among TypeScript repositories and #2,135 across all languages on GitHubRepo.

Trending Record

AVA has maintained a continuous presence across global trending indexes, peaking at #2399. Below is the 30-day activity profile:

๐Ÿ’ก Overview

AVA is an open-source project written in TypeScript: ๐Ÿ‘พ AI-native Visual Analytics framework build for agents.

Engineered for speed, consistency, and developer ease, it solves common hurdles in augmented-analytics, auto-insight, chart-aigc. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.

โšก 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.

๐Ÿ“ฅ Installation

terminal
$ npm install AVA

โš™ System Requirements

Platforms

  • โ€ข macOS
  • โ€ข Linux
  • โ€ข Windows

Runtime & Dependencies

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

Architecture

x86_64, ARM64 (Apple Silicon & Graviton)

๐Ÿง  How It Works

AVA 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.

๐ŸŽฏ Production Use Cases

Autonomous AI Agents

Orchestrate intelligent workflows and tool-calling routines with AVA.

Model Inference & Prompting

Integrate fast, local or cloud-hosted generative AI models directly into production code.

Context Memory & RAG

Augment language models with dynamic vector retrieval and structured project memory.

Developer Productivity

Automate repetitive engineering tasks, code generation, and test creation using AI agents.

๐Ÿš€ Getting Started

1

Install AVA using your package manager: `npm install AVA`

2

Initialize your project workspace or configuration file for AVA.

3

Import AVA into your codebase or invoke it directly from your terminal.

4

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

๐Ÿ‘ Strengths

Active community backing with 1,572 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.

โš ๏ธ 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.

โ‡„ Alternatives & Direct Competitors

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๐Ÿ‘ฅ Who Should Use This

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

๐Ÿ† Nearby in the Rankings

antvis/AVA is currently ranked #2,135 by stars across every repository tracked on GitHubRepo. These are adjacent projects:

RankRepositoryLanguageStarsAction
#2,129 bramstroker/homeassistant-powercalc Python โ˜… 1.6K Compare โ†—
#2,131 triplea-game/triplea Java โ˜… 1.6K Compare โ†—
#2,132 ulsklyc/yuvomi JavaScript โ˜… 1.6K Compare โ†—
#2,133 tj/terminal-table Ruby โ˜… 1.6K Compare โ†—
#2,134 kirschbaum-development/eloquent-power-joins PHP โ˜… 1.6K Compare โ†—
#2,135 antvis/AVA This Project TypeScript โ˜… 1.6K
#2,136 Git-Agni/prod-FARM-IOS-Core TypeScript โ˜… 1.6K Compare โ†—
#2,136 achimala/dream-loop JavaScript โ˜… 1.6K Compare โ†—
#2,138 php-standard-library/php-standard-library PHP โ˜… 1.6K Compare โ†—
#2,139 SmingHub/Sming C++ โ˜… 1.6K Compare โ†—
#2,140 ChromeDevTools/devtools-protocol JavaScript โ˜… 1.6K Compare โ†—

Frequently Asked Questions

What does AVA do? +

๐Ÿ‘พ AI-native Visual Analytics framework build for agents.

What language is AVA written in? +

The primary language is TypeScript. Topics include: augmented-analytics, auto-insight, chart-aigc, chart-recommendation, charts.

Is AVA actively maintained? +

Yes, the last recorded push was on Sep 28, 2026 with 1 open issues being tracked.

How many stars does AVA have? +

AVA has 1,572 stars and 159 forks on GitHub.

How does AVA rank among GitHub repositories? +

With 1,572 stars, antvis/AVA is ranked #2,135 globally across all repositories tracked on GitHubRepo and #271 among TypeScript projects.

What license is AVA distributed under? +

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

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