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medverse-ai

by Elisha Paul Elisha622/medverse-ai

medverse-ai is an open-weight model from Elisha Paul. Its published files total 738.9 KB.

A full-stack healthcare AI platform centered on Retrieval-Augmented Generation, LLMs, and NLP: a grounded clinical/patient assistant, medical report understanding, predictive risk scoring, and a medication interaction checker — behind real authentication and…

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Context—
Weights738.9 KB
License—
AccessOpen weights
Monthly Downloads—

Model Card

A full-stack healthcare AI platform centered on Retrieval-Augmented Generation, LLMs, and NLP: a grounded clinical/patient assistant, medical report understanding, predictive risk scoring, and a medication interaction checker — behind real authentication and role-based dashboards for admins, doctors, and patients. Deliberately out of scope (to keep the RAG/LLM/NLP core deep instead of shallow): medical imaging/computer vision, wearable device integration, hospital bed/ICU management, and a mobile app. See Roadmap. auth (python-jose + passlib/bcrypt) hand-written health knowledge base assistant still returns the most relevant retrieved knowledge-base context directly. First backend startup…

Excerpt from the card by Elisha Paul.

Identity and Version

Repository
Elisha622/medverse-ai
Publisher
Elisha Paul
Task
Not stated by the source
Modality
Other
Library
Not stated by the source
Parameters
Not stated by the source
Languages
Not stated by the source
Revision
bf7bd60b0b53d7ebd4869eac53ee1dd6e299acdc
First published
2026-09-25
Last updated
2026-10-07

Files and Weights

96 files, 738.9 KB in total.

Configuration48 files · 520.7 KB
Documentation3 files · 66.1 KB
Other40 files · 147.8 KB
Repository5 files · 4.3 KB
Every file
FileTypeSizeSHA-256
backend/app/__init__.pyConfiguration —
backend/app/api/__init__.pyConfiguration —
backend/app/api/appointments.pyConfiguration3.7 KB —
backend/app/api/assistant.pyConfiguration4.5 KB —
backend/app/api/auth.pyConfiguration3.6 KB —
backend/app/api/dashboard.pyConfiguration2.8 KB —
backend/app/api/deps.pyConfiguration1.3 KB —
backend/app/api/medications.pyConfiguration3.5 KB —
backend/app/api/patients.pyConfiguration5.8 KB —
backend/app/api/reminders.pyConfiguration4.0 KB —
backend/app/api/reports.pyConfiguration2.0 KB —
backend/app/api/risk.pyConfiguration1.2 KB —
backend/app/core/__init__.pyConfiguration —
backend/app/core/config.pyConfiguration1.9 KB —
backend/app/core/security.pyConfiguration1.5 KB —
backend/app/db/__init__.pyConfiguration —
backend/app/db/database.pyConfiguration1.6 KB —
backend/app/db/migrate.pyConfiguration1.4 KB —
backend/app/db/models.pyConfiguration5.6 KB —
backend/app/db/seed.pyConfiguration2.6 KB —
backend/app/main.pyConfiguration5.2 KB —
backend/app/ml/__init__.pyConfiguration —
backend/app/ml/risk_model.pyConfiguration2.9 KB —
backend/app/ml/train_risk_model.pyConfiguration2.9 KB —
backend/app/nlp/__init__.pyConfiguration —
backend/app/nlp/bulk_reference.jsonConfiguration106.6 KB —
backend/app/nlp/dose_conversion.pyConfiguration6.4 KB —
backend/app/nlp/drug_data.pyConfiguration6.6 KB —
backend/app/nlp/extraction.pyConfiguration3.0 KB —
backend/app/nlp/fda_reference.jsonConfiguration30.4 KB —
backend/app/nlp/medication_data.pyConfiguration102.6 KB —
backend/app/nlp/sheet_sync.pyConfiguration2.6 KB —
backend/app/rag/__init__.pyConfiguration —
backend/app/rag/llm_providers.pyConfiguration3.4 KB —
backend/app/rag/vector_store.pyConfiguration3.5 KB —
backend/app/schemas.pyConfiguration8.7 KB —
backend/scripts/build_fda_reference.pyConfiguration4.8 KB —
backend/scripts/enrich_openfda.pyConfiguration4.0 KB —
backend/scripts/import_openfda_bulk.pyConfiguration7.1 KB —
backend/scripts/openfda_enrichment_raw.jsonConfiguration149.8 KB —
backend/tests/conftest.pyConfiguration2.3 KB —
backend/tests/test_ai_features.pyConfiguration3.4 KB —
backend/tests/test_auth.pyConfiguration4.0 KB —
backend/tests/test_medications.pyConfiguration3.7 KB —
backend/tests/test_patient_access.pyConfiguration3.7 KB —
backend/tests/test_static_frontend.pyConfiguration5.3 KB —
docker-compose.ymlConfiguration327 B —
frontend/package.jsonConfiguration562 B —
LICENSEDocumentation1.1 KB —
README.mdDocumentation8.1 KB —
backend/app/rag/knowledge_base/health_topics.mdDocumentation56.9 KB —
DockerfileOther1.4 KB —
backend/DockerfileOther481 B —
backend/pytest.iniOther40 B —
backend/requirements-dev.txtOther32 B —
backend/requirements.txtOther520 B —
frontend/DockerfileOther267 B —
frontend/index.htmlOther768 B —
frontend/nginx.confOther570 B —
frontend/postcss.config.jsOther80 B —
frontend/public/favicon.svgOther639 B —
frontend/src/App.jsxOther3.6 KB —
frontend/src/api/client.jsOther664 B —
frontend/src/api/errors.jsOther1.6 KB —
frontend/src/api/storage.jsOther683 B —
frontend/src/components/ErrorBoundary.jsxOther1.7 KB —
frontend/src/components/Layout.jsxOther4.7 KB —
frontend/src/components/Logo.jsxOther2.3 KB —
frontend/src/components/ProtectedRoute.jsxOther578 B —
frontend/src/components/ui.jsxOther3.1 KB —
frontend/src/context/AuthContext.jsxOther2.4 KB —
frontend/src/index.cssOther853 B —
frontend/src/main.jsxOther538 B —
frontend/src/pageLoaders.jsOther1.6 KB —
frontend/src/pages/Appointments.jsxOther8.0 KB —
frontend/src/pages/Assistant.jsxOther4.6 KB —
frontend/src/pages/DashboardHome.jsxOther4.6 KB —
frontend/src/pages/Landing.jsxOther24.4 KB —
frontend/src/pages/Login.jsxOther7.2 KB —
frontend/src/pages/Medications.jsxOther17.7 KB —
frontend/src/pages/NotFound.jsxOther629 B —
frontend/src/pages/PatientDetail.jsxOther16.4 KB —
frontend/src/pages/Patients.jsxOther3.4 KB —
frontend/src/pages/Profile.jsxOther10.8 KB —
frontend/src/pages/Register.jsxOther3.0 KB —
frontend/src/pages/Reminders.jsxOther5.8 KB —
frontend/src/pages/Reports.jsxOther4.5 KB —
frontend/src/pages/RiskCheck.jsxOther5.8 KB —
frontend/tailwind.config.jsOther1.2 KB —
frontend/vite.config.jsOther280 B —
start.shOther579 B —
.dockerignoreRepository732 B —
.gitattributesRepository1.5 KB —
.gitignoreRepository297 B —
backend/.dockerignoreRepository250 B —
backend/.env.exampleRepository1.5 KB —

License and Download

License
Not stated by the source
Access
Open weights, no gate
Download from Elisha Paul

Released by Elisha Paul through its official repository on Hugging Face.