FEAT: Env variable to toggle local model

FIX: Disabling local LLM for now

FIX: Improve local llm loading

DEBUG: Trying to get any information

DEBUG: Error logging

FIX: Using local path for model

FEAT: Initial attempt at using local model

CHORE: Fix documentation

FEAT: Consulting knowledge base for RAG.

FEAT: Reranker file.

FEAT: Search information semantically.

REFACTOR: RAG ready embedding.

CHORE: Some planning notes.

FEAT: Starting on medical information repository.

CHORE: Memory and summariser housekeeping

REFACTOR: Refactoring chat pipeline.

CHORE: Removing typing import

REFACTOR: Improve chat pipeline.

CHORE: Fixing guard

Merge remote changes and resolve chat endpoint conflicts

Upd api endpoint from chat to session/chat

Merge branch 'main' of hf.co:spaces/MedAI-COS30018/MedicalDiagnosisSystem into hf_main

Upd EMR parser and updater services (OCR+VLM)

Minor fixes to models

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

Make account schema's last_seen being optional (for old accounts from db avoid crash) + Auto enpopulate data for data unavailability

Upd EMR stylings + Update Llama guardrail

Readd module repositories

Solve updatePatientDisplay func with undefined handler

Solve field mismatch ethinicity in patient profile

Fixing bug found by memory manager tests

Updating file path information

Removed todo in main

Moving emr stuff into the correct project structure

Fixing incorrect import in other routes

Updating session route.

Updating patient routes

Updating account routes

Ammending missing function in memory_manager

Undoing model combining.

Removing old todo

Removing redundant file.

Revision to business layer logic.

Updated utils and created test file

Moving medical models into combined model file

Upgraded and reworked medical repo file.

Combining repository models into one file

Removed commented out code.

Utilising pydantic models for data access layer operations.