tgo-app-dev/vpipe
Real-time multimodal AI pipelines on Apple Silicon
⚡ Executive Summary & Quick Facts
Authoritative Sourcevpipe is vpipe is an open-source project written in C++: Real-time multimodal AI pipelines on Apple Silicon..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), tgo-app-dev/vpipe has accumulated 255 GitHub stars and 25 forks. It is written in C++, licensed under Apache-2.0, and ranks #17,160 globally. It is actively maintained with the latest commit recorded on Nov 11, 2026.”
| Repository | tgo-app-dev/vpipe ↗ |
|---|---|
| Primary Category | ane |
| Language & Stack | C++ |
| Software License | Apache-2.0 |
| Community Traction | ★ 255 stars · ⑂ 25 forks · #17,160 globally |
| Maintenance | ● Active (Last commit: Nov 11, 2026) · 13 open issues |
| Target Audience | Developers and engineering teams building with C++, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 93/100 · Grade A+Yes, vpipe is actively maintained. Continuous telemetry recorded the last code commit on Nov 11, 2026 (1 days ago). Supported by 255 stars and 25 community forks, this repository holds a calculated health index of 93/100, reflecting very active (commits within last 14 days) and healthy issue cadence.
Star History
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+10
STARS · LAST 30 DAYS
1
PER DAY
#1,358
MOST-STARRED C++
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +10 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +3 | +10 |
vpipe gained 10 stars in the last 30 days, about 1 a day, and now has 255. It is about 1 year old and has averaged roughly 255 stars a year. It ranks #1,358 among C++ repositories and #17,160 across all languages on GitHubRepo.
Trending Record
2
DAYS ON TRENDING
#18027
BEST RANK
Nov 11, 2026
FIRST APPEARANCE
Active
STATUS TODAY
vpipe has maintained a continuous presence across global trending indexes, peaking at #18027. Below is the 30-day activity profile:
💡 Overview
vpipe is an open-source project written in C++: Real-time multimodal AI pipelines on Apple Silicon.
Engineered for speed, consistency, and developer ease, it solves common hurdles in ane, flux2-klein, gemma4. 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 C++ 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
$ git clone https://github.com/tgo-app-dev/vpipe.git
cd vpipe⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
C++20 compliant compiler (GCC 11+, Clang 13+, MSVC)
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
vpipe coordinates its core functionality through a modular C++ 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 vpipe.
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 vpipe using your package manager: `git clone https://github.com/tgo-app-dev/vpipe.git`
Initialize your project workspace or configuration file for vpipe.
Import vpipe into your codebase or invoke it directly from your terminal.
Execute your test suite or run `vpipe --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with C++, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
tgo-app-dev/vpipe is currently ranked #17,160 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #17,131 | PommeMC/Client | Rust | ★ 256 | Compare ↗ |
| #17,131 | socai-io/socai | Rust | ★ 256 | Compare ↗ |
| #17,131 | firesahc/Xposed-GodMode-Pro | Java | ★ 256 | Compare ↗ |
| #17,131 | hasso5703/alzeo | Python | ★ 256 | Compare ↗ |
| #17,131 | SAINTTaiYi/SpektraLab-Android | Java | ★ 256 | Compare ↗ |
| #17,160 | tgo-app-dev/vpipe This Project | C++ | ★ 255 | |
| #17,160 | auxesis/cucumber-nagios | Ruby | ★ 255 | Compare ↗ |
| #17,160 | SparkViewEngine/spark | C# | ★ 255 | Compare ↗ |
| #17,160 | jcomellas/getopt | Erlang | ★ 255 | Compare ↗ |
| #17,160 | simonw/djangode | JavaScript | ★ 255 | Compare ↗ |
| #17,160 | crowdint/acts_as_shopping_cart | Ruby | ★ 255 | Compare ↗ |
Frequently Asked Questions
What does vpipe do? +
Real-time multimodal AI pipelines on Apple Silicon
Is vpipe actively maintained in 2026? +
Yes, vpipe is actively maintained. The latest code push was recorded on Nov 11, 2026 (1 days ago). It holds a calculated Maintenance Health Score of 93/100 (A+ rating) with 255 stars and 13 open issues.
What language is vpipe written in? +
The primary language is C++. Topics include: ane, flux2-klein, gemma4, krea2, llm.
How many stars does vpipe have? +
vpipe has 255 stars and 25 forks on GitHub.
How does vpipe rank among GitHub repositories? +
With 255 stars, tgo-app-dev/vpipe is ranked #17,160 globally across all repositories tracked on GitHubRepo and #1,358 among C++ projects.
What license is vpipe distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
