RuVector provides High Performance, Real-Time decisions and agent memory , Self-Learning Ai, Vector GNN DB built in Rust.
⚡ Executive Summary & Quick Facts
Authoritative SourceRuVector is RuVector is an open-source project written in Rust: RuVector provides High Performance, Real-Time decisions and agent memory , Self-Learning Ai, Vector GNN DB built in Rust..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), ruvnet/RuVector has accumulated 4,650 GitHub stars and 624 forks. It is written in Rust, licensed under MIT, and ranks #3,113 globally. It is actively maintained with the latest commit recorded on Oct 31, 2026.”
| Repository | ruvnet/RuVector ↗ |
|---|---|
| Primary Category | ai |
| Language & Stack | Rust |
| Software License | MIT |
| Community Traction | ★ 4.7K stars · ⑂ 624 forks · #3,113 globally |
| Maintenance | ● Active (Last commit: Oct 31, 2026) · 414 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: 92/100 · Grade AYes, RuVector is actively maintained. Continuous telemetry recorded the last code commit on Oct 31, 2026 (12 days ago). Supported by 4,650 stars and 624 community forks, this repository holds a calculated health index of 92/100, reflecting very active (commits within last 14 days) and active community feedback (414 open).
Star History
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+121
STARS · LAST 30 DAYS
4
PER DAY
#314
MOST-STARRED Rust
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +121 | +360 |
| Per day | 1 | 4 | 4 |
| Forks gained | +0 | +17 | +31 |
RuVector gained 121 stars in the last 30 days, about 4 a day, and now has 4.7K. It is about 1 year old and has averaged roughly 4.7K stars a year. It ranks #314 among Rust repositories and #3,113 across all languages on GitHubRepo.
Trending Record
45
DAYS ON TRENDING
#567
BEST RANK
Sep 24, 2026
FIRST APPEARANCE
Active
STATUS TODAY
RuVector has maintained a continuous presence across global trending indexes, peaking at #567. Below is the 30-day activity profile:
💡 Overview
RuVector is an open-source project written in Rust: RuVector provides High Performance, Real-Time decisions and agent memory , Self-Learning Ai, Vector GNN DB built in Rust.
Engineered for speed, consistency, and developer ease, it solves common hurdles in ai, ai-ocr, attention-mechanism. 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 RuVector⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Rust toolchain (rustc / cargo >= 1.70)
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
RuVector 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 RuVector.
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 RuVector using your package manager: `cargo install RuVector`
Initialize your project workspace or configuration file for RuVector.
Import RuVector into your codebase or invoke it directly from your terminal.
Execute your test suite or run `RuVector --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
ruvnet/RuVector is currently ranked #3,113 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #3,107 | nunomaduro/collision | PHP | ★ 4.7K | Compare ↗ |
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| #3,109 | langflow-ai/openrag | Python | ★ 4.7K | Compare ↗ |
| #3,111 | JetBrains/koog | Kotlin | ★ 4.7K | Compare ↗ |
| #3,112 | IBM/mcp-context-forge | Python | ★ 4.7K | Compare ↗ |
| #3,113 | ruvnet/RuVector This Project | Rust | ★ 4.7K | |
| #3,114 | CalcProgrammer1/OpenRGB | C++ | ★ 4.6K | Compare ↗ |
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Frequently Asked Questions
What does RuVector do? +
RuVector provides High Performance, Real-Time decisions and agent memory , Self-Learning Ai, Vector GNN DB built in Rust.
Is RuVector actively maintained in 2026? +
Yes, RuVector is actively maintained. The latest code push was recorded on Oct 31, 2026 (12 days ago). It holds a calculated Maintenance Health Score of 92/100 (A rating) with 4,650 stars and 414 open issues.
What language is RuVector written in? +
The primary language is Rust. Topics include: ai, ai-ocr, attention-mechanism, gnn, gnn-model.
How many stars does RuVector have? +
RuVector has 4,650 stars and 624 forks on GitHub.
How does RuVector rank among GitHub repositories? +
With 4,650 stars, ruvnet/RuVector is ranked #3,113 globally across all repositories tracked on GitHubRepo and #314 among Rust projects.
What license is RuVector distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
