RAG System · HTML

klinicka-knowledge-base

Strukturovaná znalostní báze a AI decision-support vrstva zaměřená na ekonomiku, úhrady a provoz ambulantní zdravotní péče v České republice.

Petr Sovadina@petrsovadina · Atlas 68.5 · #6 builder

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What it is

The repository provides a Czech healthcare knowledge base (669 units) with a Retrieval-Augmented Generation API for decision support in ambulatory care, including data collection pipelines, embedding-based search, caching, rate limiting, and Docker-based deployment.

ai
cz
czech
healthcare
healthcare-knowledge
knowledge-base

Scored from the code at its last scan, 22 Oct 2026. How merit is scored

Where it counts

Machine Learning60%
NLP & LLMs60%
Data Science50%
MLOps30%

How much of the project is about each field, as scoring counts it. It ranks in the field it is most about.

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26, shared rankcdeEducational Implementation · PythonThe repository presents the Compiled Domain Expertise (CDE) framework and Quantized Semantic Bottleneck Architecture (QSBA) as a specification for compiling domain expertise into deterministic instruction sets. It includes a reference implementation in the form of an Algebra…57.4/100ImplementationJarad PeckenpaughMachine Learning
26, shared rankfresta-edgeML Application · PythonFRSTA-EDGE is a Python script that generates domain-specific evaluation lenses using a three-order structural analysis framework, leveraging Wikipedia/web scraping and a local LLM to produce weighted metrics, interdependency maps, systemic stress factors, and buyer profiles.57.4/100ImplementationTiago SantosMachine Learning
26, shared rankmines-livive-netTraining Experiment · JavaScriptThis repository provides a training and evaluation pipeline for reinforcement learning agents applied to the 8x8 Minesweeper game. It includes custom game environment, model architecture, training scripts (behavior cloning and REINFORCE), evaluation tools, and generates…57.4/100ImplementationJarad PeckenpaughMachine Learning
26, shared rankklinicka-knowledge-baseRAG System · HTML57.4/100ImplementationPetr SovadinaMachine Learning
30chtbx-livive-netML Application · PythonThis repository provides a complete workflow for zero-shot voice cloning using the Chatterbox TTS library to generate web-optimized audio clips. It includes tools for recording reference audio, synthesizing speech, normalizing audio levels, and encoding output for deployment on…56.7/100ImplementationJarad PeckenpaughMachine Learning

What it is

Where it counts

Around it on the Machine Learning board

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