maziyarpanahi/openmed
Local-first healthcare AI: clinical NER and HIPAA PII de-identification on hardware you control. 2,200+ medical models, 35 model-backed PII languages, and Python, MLX, Android and browser runtimes. Apache-2.0 SDK.
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+140
STARS · LAST 30 DAYS
5
PER DAY
#297
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +35 | +140 | +450 |
| Per day | 5 | 5 | 5 |
| Forks gained | +4 | +14 | +36 |
openmed gained 140 stars in the last 30 days, about 5 a day, and now has 5.6K. It is about 1 year old and has averaged roughly 5.6K stars a year. It ranks #297 among Python repositories and #1,921 across all languages on GitHubRepo.
Trending Record
2
DAYS ON TRENDING
#4494
BEST RANK
Oct 12, 2026
FIRST APPEARANCE
Active
STATUS TODAY
openmed has maintained a continuous presence across global trending indexes, peaking at #4494. Below is the 30-day activity profile:
💡 Overview
openmed is an open-source project written in Python: Local-first healthcare AI: clinical NER and HIPAA PII de-identification on hardware you control. 2,200+ medical models, 35 model-backed PII languages, and Python, MLX, Android and browser runtimes. Apache-2.0 SDK.
Engineered for speed, consistency, and developer ease, it solves common hurdles in android, clinical-nlp, healthcare. 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 openmed⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
openmed 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 openmed.
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 openmed using your package manager: `pip install openmed`
Initialize your project workspace or configuration file for openmed.
Import openmed into your codebase or invoke it directly from your terminal.
Execute your test suite or run `openmed --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
maziyarpanahi/openmed is currently ranked #1,921 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #1,916 | react/metro | JavaScript | ★ 5.6K | Compare ↗ |
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| #1,920 | tasks/tasks | Kotlin | ★ 5.6K | Compare ↗ |
| #1,921 | maziyarpanahi/openmed This Project | Python | ★ 5.6K | |
| #1,921 | nextcloud/android | Kotlin | ★ 5.6K | Compare ↗ |
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Frequently Asked Questions
What does openmed do? +
Local-first healthcare AI: clinical NER and HIPAA PII de-identification on hardware you control. 2,200+ medical models, 35 model-backed PII languages, and Python, MLX, Android and browser runtimes. Apache-2.0 SDK.
What language is openmed written in? +
The primary language is Python. Topics include: android, clinical-nlp, healthcare, hipaa, ios.
Is openmed actively maintained? +
Yes, the last recorded push was on Oct 12, 2026 with 514 open issues being tracked.
How many stars does openmed have? +
openmed has 5,617 stars and 716 forks on GitHub.
How does openmed rank among GitHub repositories? +
With 5,617 stars, maziyarpanahi/openmed is ranked #1,921 globally across all repositories tracked on GitHubRepo and #297 among Python projects.
What license is openmed distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
