CardioAgent-Ops

⭘ Studio ⭘

Test, debug and explore every component of your AI cardio-acoustic platform.

M
📦

Microservices

llm-server
Online
vector-db
Online
audio-engine
Online
agent-orchestrator
Online
api-gateway
Online
mlflow-server
Online

Audio Analysis

⭘

Test the audio engine (preprocessing, features and 5 models).

Drop a .wav file here
or click to upload

Agents Playground

⭘

Run the multi-agent workflow (LangGraph) step by step.

RAG Explorer

⭘

Query the ESC guidelines vector database.

Aortic Stenosis Endocarditis Mitral Regurg
Model Benchmark
Compare the 5 ML models (DT, SVM, CNN, ResNet, Tr-CNN)
→
MLflow Experiments
Track training, metrics and model registry
→
API Tester
Try the REST API (e.g. POST /analyze_pcg)
→

System Overview

✓ Services
6 / 6
📦 ML Models
5
👥 AI Agents
3
📑 ESC Documents
3.2K
⏱️ Total Analyses
384

Last Analysis

pcg_010.wav 10:24
Abnormal Conf. 0.93

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