⚡ Executive Summary & Quick Facts
Authoritative Sourcevolga is volga is an open-source project written in Rust: Unified real-time data engine..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), volga-project/volga has accumulated 161 GitHub stars and 12 forks. It is written in Rust, licensed under Apache-2.0, and ranks #21,300 globally. It is actively maintained with the latest commit recorded on Sep 27, 2026.”
| Repository | volga-project/volga ↗ |
|---|---|
| Primary Category | ai |
| Language & Stack | Rust |
| Software License | Apache-2.0 |
| Community Traction | ★ 161 stars · ⑂ 12 forks · #21,300 globally |
| Maintenance | ● Active (Last commit: Sep 27, 2026) · 59 open issues |
| Target Audience | Developers and engineering teams building with Rust, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 88/100 · Grade AYes, volga is actively maintained. Continuous telemetry recorded the last code commit on Sep 27, 2026 (47 days ago). Supported by 161 stars and 12 community forks, this repository holds a calculated health index of 88/100, reflecting regular maintenance (47 days ago) and healthy issue cadence.
Star History
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+0
STARS · LAST 30 DAYS
1
PER DAY
#2,009
MOST-STARRED Rust
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +0 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +0 | +0 | +10 |
volga gained 0 stars in the last 30 days, about 1 a day, and now has 161. It is about 3 years old and has averaged roughly 54 stars a year. It ranks #2,009 among Rust repositories and #21,300 across all languages on GitHubRepo.
Trending Record
42
DAYS ON TRENDING
#4699
BEST RANK
Sep 27, 2026
FIRST APPEARANCE
Active
STATUS TODAY
volga has maintained a continuous presence across global trending indexes, peaking at #4699. Below is the 30-day activity profile:
💡 Overview
volga is an open-source project written in Rust: Unified real-time data engine.
Engineered for speed, consistency, and developer ease, it solves common hurdles in ai, data, feature-engineering. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.
⚡ Key Features
Optimized execution pipeline written in Rust for predictable speed.
Zero-friction configuration with comprehensive sensible defaults out of the box.
Cross-platform runtime support across Linux, macOS, and Windows environments.
Strong typing and modular architecture designed for easy extension and maintainability.
Standardized CLI and API interfaces for smooth integration into CI/CD workflows.
Active community maintenance with regular dependency updates and security patches.
📥 Installation
$ cargo install volga⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Rust toolchain (rustc / cargo >= 1.70)
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
volga coordinates its core functionality through a modular Rust 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
Autonomous AI Agents
Orchestrate intelligent workflows and tool-calling routines with volga.
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.
🚀 Getting Started
Install volga using your package manager: `cargo install volga`
Initialize your project workspace or configuration file for volga.
Import volga into your codebase or invoke it directly from your terminal.
Execute your test suite or run `volga --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Rust, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
volga-project/volga is currently ranked #21,300 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #21,235 | PVRLabs/statlite | Go | ★ 162 | Compare ↗ |
| #21,235 | mikeparcewski/wicked-studio | TypeScript | ★ 162 | Compare ↗ |
| #21,235 | novapowers0/DBZ-Budokai-3-HD-Collection | C++ | ★ 162 | Compare ↗ |
| #21,235 | jdx/packslip | Rust | ★ 162 | Compare ↗ |
| #21,235 | elripalda/RecompLauncher | Rust | ★ 162 | Compare ↗ |
| #21,300 | volga-project/volga This Project | Rust | ★ 161 | |
| #21,300 | duelinmarkers/clj-record | Clojure | ★ 161 | Compare ↗ |
| #21,300 | luccastera/api-throttling | Ruby | ★ 161 | Compare ↗ |
| #21,300 | lilspikey/django-batch-select | Python | ★ 161 | Compare ↗ |
| #21,300 | crawshaw/sqlitejdbc | — | ★ 161 | Compare ↗ |
| #21,300 | futurechimp/enigmamachine | Ruby | ★ 161 | Compare ↗ |
Frequently Asked Questions
What does volga do? +
Unified real-time data engine
Is volga actively maintained in 2026? +
Yes, volga is actively maintained. The latest code push was recorded on Sep 27, 2026 (47 days ago). It holds a calculated Maintenance Health Score of 88/100 (A rating) with 161 stars and 59 open issues.
What language is volga written in? +
The primary language is Rust. Topics include: ai, data, feature-engineering, feature-extraction, ml.
How many stars does volga have? +
volga has 161 stars and 12 forks on GitHub.
How does volga rank among GitHub repositories? +
With 161 stars, volga-project/volga is ranked #21,300 globally across all repositories tracked on GitHubRepo and #2,009 among Rust projects.
What license is volga distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
