AI-Native SystemsIndia · ABDM

AI-Native Systems

Domain

Agents · RAG · LLMOps · AI OS

15entries11topics~2 hrto read Beginner → Advanced

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Learning path

a guided read · skip around freely

1

MedCAT (Medical Concept Annotation Toolkit)conceptBeginner6 minContinue

2

Model Context Protocol (MCP)conceptBeginner6 min

3

Ambient documentationconceptBeginner6 min

4

scispaCy (Biomedical NLP)conceptBeginner6 min

5

Embeddings & vector databasesconceptBeginner6 min

6

Prompt engineeringconceptBeginner6 min

7

AI agents & tool useconceptBeginner7 min

8

Apache cTAKES (Clinical NLP)conceptBeginner7 min

9

LLM fundamentalsarticleBeginner7 min

10

Retrieval-Augmented Generation (RAG)conceptBeginner7 min

11

LLMOps & evalsconceptIntermediate6 min

12

Federated learningconceptIntermediate6 min

13

Guardrails & safetyconceptIntermediate6 min

14

Model governancearticleIntermediate8 min

15

Clinical decision support AIarticleIntermediate8 min

All topics in this domain

11 topics

LLM fundamentals1 Agents & tool use1 RAG & embeddings2 Vector databases1 Prompt engineering1 LLMOps & evals1 Guardrails & safety1 Ambient documentation1 Clinical decision support AI1 Model governance1 AI OS & agent protocols (MCP)1

New here? Skim Health Informatics basics first — it makes this domain click.