> ## Documentation Index
> Fetch the complete documentation index at: https://docs.medera.info/llms.txt
> Use this file to discover all available pages before exploring further.

# Text Generation Release Notes

> SOAP, templates, facts, RAG

## Service surface

* `/api/therapy/analyze-session` — post-visit analysis (`gpt-4o`, T=0.3, JSON mode)

* `/api/therapy/generate-soap-note` + `/generate-soap-note-enhanced` — specialty-tailored SOAP

* `/api/therapy/post-visit-insights`, `/validate-note`, `/suggest-codes`

* `/api/therapy/notes/{id}/{transition|approve|finalize|track-change}` — note lifecycle

## Clinical RAG

* (`services/rag/advanced_clinical_rag.py`) — hybrid semantic + lexical retriever

* SNOMED-CT, ICD-10, RxNorm ontology expansion

* 5-band confidence calibration

* `Citation` dataclass for provenance tracking