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refactor: centralize LLM config and env-backed client setup
Create a single source of truth for model selection, provider routing, token policy, and API key loading so LLM updates no longer require multi-file edits. This also keeps runtime key sourcing in environment variables and normalizes legacy model aliases for compatibility. Made-with: Cursorcd91248
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feat: login system, admin settings in Supabase, auth simplification
- Login gate: Gradio auth with PBKDF2 password hashing, UserManager in supabase_client.py - Admin settings: all secrets (TS, Snowflake, LLM keys) stored in Supabase under __admin__ key - get_admin_setting() replaces all os.getenv() for admin-managed values - Admin Settings tab for viewing/editing (admin-only visibility) - Migration script: scratch/migrate_env_to_supabase.py - Auth simplification: removed password auth entirely, trusted auth only - Renamed THOUGHTSPOT_SECRET_KEY -> THOUGHTSPOT_TRUSTED_AUTH_KEY - Removed authenticate_password(), ts_auth_method dropdown, ts_password field - Removed obsolete env vars: INITIAL_USER, USER_EMAIL, USE_MCP_LIVEBOARD, LIVEBOARD_METHOD - Added Regular Case naming style (State Id, Total Revenue) as default - Startup validation: validate_required_settings() blocks pipeline if settings missing - Prompt logger: logs all LLM calls with timing/tokens to logs/prompts/ - Batch test runner: tests/batch_runner.py with 8 test cases - Cherry-picked…1ab614e