Fix demos: build to /app/demo_samples, copy to DATA_DIR at runtime

Remove Batch Analysis Coming Soon from Trends tab

Add API tab (Coming Soon) and Batch Analysis to Features

Add Trends tab with analytics charts and Coming Soon sections

Hard fraud indicators force MEDIUM risk minimum

Wake word detection always triggers MEDIUM risk minimum (35)

Fix PDF download: convert bytearray to bytes for Streamlit

Update title to Audio Fraud Analyzer for Remote Tests

Add Play button to preview demo audio before analyzing

Add Test History with View Report in Database tab

Fix analysis results disappearing on Streamlit rerun

Fix bytearray crash in voiceprint matching

Generate demo audio at Docker build time instead of runtime

Update Features tab: LMS → SOP and proctoring platforms

Clean up Features tab and remove Batch Analysis from Analyzer

Add Features tab with complete capability listing and tier breakdown

Fix layout: render demo analysis results outside column context

Add Tier 2: Comparison View tab and Alert Rules Engine

Add 3 new demo scenarios + Coming Soon badge + lazy generation

Fix build: generate demos on first app startup instead of build time

Fix build error: restore fallback for demo generation

Fix layout: remove restrictive column wrapper from Analyzer tab

Debug: remove silent fallback from demo generation to see errors

Add Tier 1 improvements: Risk Score, KPIs, PDF, Demo Samples

Update login screen title to Audio Analyzer PoC

Force dark mode theme

Fix audio playback + persist logs across refreshes

Persist login across page refreshes with browser cookie

Fix permission denied: store models/data outside /app mount

Fix permission denied on pretrained_models in HF Spaces

Add technical Logs tab with live terminal and session history

Add live audio recording with st.audio_input

Fix HF Spaces deployment: use Docker SDK, pin huggingface_hub, pre-download models

Remove WebRTC, use upload only - more reliable

Fix WebRTC: add TURN servers for better connectivity

Add WebRTC audio recording with streamlit-webrtc

Force rebuild - fix st.dialog compatibility

Fix: remove st.dialog (requires Streamlit 1.33+), use inline upload

Fix: use file_uploader instead of audio_input (requires Streamlit 1.33+)

Add SOP Audio Analyzer app files

initial commit

Duplicate from streamlit/streamlit-template-space