openmed
open-source healthcare ai
Find OpenMed example configurations easily. This guide shows how to locate TOML setup files in the openmed/profiles directory and initialize your environment with config.toml.example.
OpenMed Security Best Practices: Deterministic PII Anonymization and Safety SweepsDiscover OpenMed security best practices. Learn how deterministic PII anonymization and safety sweeps ensure data privacy with regex, locale-aware masking, and consistent seeding.
How to Access OpenMed Documentation: 3 Ways to View Guides and API ReferencesEasily access OpenMed documentation through three simple methods: online at openmed.life/docs, within the GitHub repository, or locally after cloning. Find guides and API references effortlessly.
OpenMed Project Structure: A Complete Guide to the Repository LayoutUnderstand OpenMed's project structure. Explore the repository layout for this multi-language clinical NLP project, including Python and Swift components for diverse deployment needs.
How to Troubleshoot OpenMed Errors: A Complete Guide to Debugging the REST API and Core LibraryTroubleshoot OpenMed errors efficiently. Debug REST API and core library issues using structured exceptions, JSON error envelopes, and log inspection. Fix validation, timeout, and runtime failures.
OpenMed Tutorials: Complete Guide to Examples, Documentation, and Getting StartedExplore OpenMed tutorials for NER extraction to REST API deployment. Get started with examples and documentation to quickly deploy your solution.
What Is the Development Roadmap for OpenMed? A Deep Dive into the Clinical NLP PlatformExplore the OpenMed development roadmap targeting 20+ languages, Apple Silicon MLX inference, Swift demo suite, and enterprise REST services with Kubernetes. Discover the future of clinical NLP.
How to Integrate OpenMed with Other Systems: 5 Integration Patterns ExplainedDiscover 5 OpenMed integration patterns including Python libraries, REST services, and Swift frameworks. Learn how to connect OpenMed seamlessly with your existing systems for efficient data exchange.
OpenMed API Endpoints: Complete REST API Reference for Medical NLPExplore the OpenMed API endpoints for medical NLP. This REST API reference details health checks, model management, text analysis, and PII extraction.
How to Configure OpenMed Settings: Config Files, Profiles, and Environment VariablesConfigure OpenMed settings effectively using TOML files profiles and environment variables. Learn the layered system managed by OpenMedConfig for your OpenMed project.
Database Schema for OpenMed: Understanding Pydantic Request ModelsExplore the OpenMed database schema. Discover how Pydantic request models like AnalyzeRequest replace traditional tables with type-safe Python contracts for robust data validation in the REST-MCP service.
How to Deploy OpenMed: Complete Guide to Python Package, REST API, and Docker InstallationDeploy OpenMed with pip, FastAPI, or Docker. Install the Python package, run the REST API, or build the Docker image to serve local-first healthcare AI.
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