ODS V3 Pre-Release: Public testing and refinement ahead of the official V3 launch. Turn your PC, Mac, or Linux box into a private AI server.
⚡ Executive Summary & Quick Facts
Authoritative SourceODS is ODS is an open-source project written in Python: ODS V3: Turn your PC, Mac, or Linux box into an AI server. LLM inference, chat UI, voice, agents, workflows, RAG, and image generation..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), Osmantic/ODS has accumulated 7,726 GitHub stars and 1,100 forks. It is written in Python, licensed under Apache-2.0, and ranks #2,097 globally. It is actively maintained with the latest commit recorded on Oct 31, 2026.”
| Repository | Osmantic/ODS ↗ |
|---|---|
| Primary Category | ai agents |
| Language & Stack | Python |
| Software License | Apache-2.0 |
| Community Traction | ★ 7.7K stars · ⑂ 1.1K forks · #2,097 globally |
| Maintenance | ● Active (Last commit: Oct 31, 2026) · 746 open issues |
| Target Audience | Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 95/100 · Grade A+Yes, ODS is actively maintained. Continuous telemetry recorded the last code commit on Oct 31, 2026 (13 days ago). Supported by 7,726 stars and 1,100 community forks, this repository holds a calculated health index of 95/100, reflecting very active (commits within last 14 days) and active community feedback (746 open).
Star History
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+770
STARS · LAST 30 DAYS
26
PER DAY
#345
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +770 | +2.3K |
| Per day | 1 | 26 | 26 |
| Forks gained | +0 | +117 | +55 |
ODS gained 770 stars in the last 30 days, about 26 a day, and now has 7.7K. It is about 1 year old and has averaged roughly 7.7K stars a year. It ranks #345 among Python repositories and #2,097 across all languages on GitHubRepo.
Trending Record
44
DAYS ON TRENDING
#115
BEST RANK
Sep 24, 2026
FIRST APPEARANCE
Active
STATUS TODAY
ODS has maintained a continuous presence across global trending indexes, peaking at #115. Below is the 30-day activity profile:
💡 Overview
ODS is an open-source project written in Python: ODS V3: Turn your PC, Mac, or Linux box into an AI server. LLM inference, chat UI, voice, agents, workflows, RAG, and image generation.
Engineered for speed, consistency, and developer ease, it solves common hurdles in ai-agents, amd, comfyui. 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 ODS⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
ODS 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 ODS.
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 ODS using your package manager: `pip install ODS`
Initialize your project workspace or configuration file for ODS.
Import ODS into your codebase or invoke it directly from your terminal.
Execute your test suite or run `ODS --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
Osmantic/ODS is currently ranked #2,097 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #2,092 | tamaratran/fast-jev-compaction | TypeScript | ★ 7.7K | Compare ↗ |
| #2,093 | sebastianbergmann/php-timer | PHP | ★ 7.7K | Compare ↗ |
| #2,093 | aws/karpenter-provider-aws | Go | ★ 7.7K | Compare ↗ |
| #2,095 | nodejs/undici | JavaScript | ★ 7.7K | Compare ↗ |
| #2,096 | parcel-bundler/lightningcss | Rust | ★ 7.7K | Compare ↗ |
| #2,097 | Osmantic/ODS This Project | Python | ★ 7.7K | |
| #2,097 | netblue30/firejail | C | ★ 7.7K | Compare ↗ |
| #2,099 | open-telemetry/opentelemetry-collector | Go | ★ 7.7K | Compare ↗ |
| #2,100 | sysadminsmedia/homebox | Go | ★ 7.7K | Compare ↗ |
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| #2,102 | guzzle/promises | PHP | ★ 7.7K | Compare ↗ |
Frequently Asked Questions
What does ODS do? +
ODS V3 Pre-Release: Public testing and refinement ahead of the official V3 launch. Turn your PC, Mac, or Linux box into a private AI server.
Is ODS actively maintained in 2026? +
Yes, ODS is actively maintained. The latest code push was recorded on Oct 31, 2026 (13 days ago). It holds a calculated Maintenance Health Score of 95/100 (A+ rating) with 7,726 stars and 746 open issues.
What language is ODS written in? +
The primary language is Python. Topics include: ai-agents, amd, comfyui, docker, llama-cpp.
How many stars does ODS have? +
ODS has 7,726 stars and 1,100 forks on GitHub.
How does ODS rank among GitHub repositories? +
With 7,726 stars, Osmantic/ODS is ranked #2,097 globally across all repositories tracked on GitHubRepo and #345 among Python projects.
What license is ODS distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
