REFACTOR: Improve chat pipeline.

Upd api endpoint from chat to session/chat

Upd EMR parser and updater services (OCR+VLM)

Upd wrong import'

For old persisted schema that may not adapted with new scheme, add migration service that auto apply mismatch. Upd titile tag and bold bubble as external UI rendering strats

Upd EMR stylings + Update Llama guardrail

Solve field mismatch ethinicity in patient profile

Moving emr stuff into the correct project structure

Fixing incorrect import in other routes

Updating session route.

Updating patient routes

Updating account routes

Restructuring collection handling.

Removing unneeded import

Updated sessions.

Updated patient.

Patient route singular to match.

Unifying doctors and users routes as accounts

Merging duplicate functions in account

Fixed user api path

Fixing annoymouse user creation

Detailed logging of chat errors

Removing trailing forward slash

Improving routing code.

Merged database and health status.

Added a database status page

Api info is now programatic.

Fixing incorrect logger importing

Merge branch 'hf_main' into hf_mongo

Corrected routes.

Upd whisper json sender

Upd audio signature

Upd audio plugin

Init audio transcription

Rm submodule

Merge branch 'hf_main' into hf_mongo

Updated memory and connected.

Refactor mongodb.py

Handle proper session DEL

Upd patient-spec session

Upd patient fetcher from MongoDB

Upd LTM chat continuity (20 sessions) + Mock to STM RAG agentic validator

Upd pydantic model

Upd responsive doctor and patient fetcher from Mongo

Upd doctor Pydantic profile and Mongo conn

Upd env startup

Fix doctor and patient search engine

Fix doctor and patient search engine

Upd patient and doctor search suggestion and patient update

Add patient registration