OpenWAM-Official/OpenWAM
Official repository for "OpenWAM: An Open, Modular Exploration Towards Systematic World–Action Model Pretraining".
Star History
Momentum
+23
STARS · LAST 30 DAYS
1
PER DAY
#353
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +23 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +3 | +10 |
OpenWAM gained 23 stars in the last 30 days, about 1 a day, and now has 910. It is about 1 year old and has averaged roughly 910 stars a year. It ranks #353 among Python repositories and #2,803 across all languages on GitHubRepo.
Trending Record
6
DAYS ON TRENDING
#229
BEST RANK
Sep 23, 2026
FIRST APPEARANCE
Active
STATUS TODAY
OpenWAM has maintained a continuous presence across global trending indexes, peaking at #229. Below is the 30-day activity profile:
💡 Overview
OpenWAM is an open-source project written in Python: Official repository for "OpenWAM: An Open, Modular Exploration Towards Systematic World–Action Model Pretraining".
Engineered for speed, consistency, and developer ease, it solves common hurdles in generalist-robot-policies, pretraining, robotics. 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 Python 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
$ pip install OpenWAM⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
OpenWAM coordinates its core functionality through a modular Python 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 OpenWAM.
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 OpenWAM using your package manager: `pip install OpenWAM`
Initialize your project workspace or configuration file for OpenWAM.
Import OpenWAM into your codebase or invoke it directly from your terminal.
Execute your test suite or run `OpenWAM --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
OpenWAM-Official/OpenWAM is currently ranked #2,803 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #2,795 | SeaOfNodes/Simple | Java | ★ 915 | Compare ↗ |
| #2,799 | open-telemetry/opentelemetry-php | PHP | ★ 913 | Compare ↗ |
| #2,799 | SuRGeoNix/Flyleaf | C# | ★ 913 | Compare ↗ |
| #2,801 | j-brooke/FracturedJson | C# | ★ 911 | Compare ↗ |
| #2,801 | rancher/k3k | Go | ★ 911 | Compare ↗ |
| #2,803 | OpenWAM-Official/OpenWAM This Project | Python | ★ 910 | |
| #2,804 | horizontalsystems/unstoppable-wallet-ios | Swift | ★ 908 | Compare ↗ |
| #2,804 | lakasir/lakasir | PHP | ★ 908 | Compare ↗ |
| #2,804 | LibreChat-AI/rag-api | Python | ★ 908 | Compare ↗ |
| #2,804 | hyvor/relay | PHP | ★ 908 | Compare ↗ |
| #2,808 | yuzono/tachiyomi-extensions | Kotlin | ★ 907 | Compare ↗ |
Frequently Asked Questions
What does OpenWAM do? +
Official repository for "OpenWAM: An Open, Modular Exploration Towards Systematic World–Action Model Pretraining".
What language is OpenWAM written in? +
The primary language is Python. Topics include: generalist-robot-policies, pretraining, robotics, world-action-model.
Is OpenWAM actively maintained? +
Yes, the last recorded push was on Sep 28, 2026 with 0 open issues being tracked.
How many stars does OpenWAM have? +
OpenWAM has 910 stars and 50 forks on GitHub.
How does OpenWAM rank among GitHub repositories? +
With 910 stars, OpenWAM-Official/OpenWAM is ranked #2,803 globally across all repositories tracked on GitHubRepo and #353 among Python projects.
What license is OpenWAM distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
