UI: Migrate to flicker-free gr.LinePlot, restore volume/spread charts, and optimize demo speed

CRITICAL: Enable Gradio queue to allow real-time streaming updates

Fix: Restore live chart updates and progress bar feedback

Fix API URL handling and UI visibility for local Ollama runs

UI: Fixed 'glitchy' rendering by hiding component progress overlays and reducing update frequency to every 10 ticks. Smoother 'cinematic' playback.

Cleanup: Removed local simulation CSV from repository

UI: Added live status text and progress bar to confirm real-time streaming updates. Optimized chart rendering.

Deployment: Added multi-provider presets (TogetherAI, Gemini, Local), implemented 429 retries, and added COLAB_VLLM_SETUP guide for high-throughput testing.

Engine: Fixed live charting, added mode logging, and removed redundant fair value drift. Improved UI responsiveness.

Fix: Enabled live charting with throttled rendering and restored API key visibility in a persistent Accordion

Final Polish: UI Accordion, Aggressive Agent Charters, and Increased LLM Temperature for dynamic market behavior

UI: Updated Groq model name to llama-3.1-8b-instant

UI: Grouped LLM settings for cleaner visibility toggling

Finalizing MarketMind: UI stability fixes, real-time updates, and agent charter tuning for AMD Hackathon

Fix: Resolved startup crash by fixing corrupted simulation.py logic

Final Overhaul: Aggressive market dynamics, LLM demand/supply conditioning, and zero-flicker UI

Fix: Resolved KeyError 'price' by synchronizing engine output keys with dashboard expectations

Fix: Hardened simulation engine with error safety checks and data validation

Fix: Smooth UI overhaul - Removed flickering by disabling live-streaming and fixed Plotly auto-scaling

Feature: Added Advanced Financial Metrics (Sharpe, MDD, WinRate), CSV Export, and Session Timestamps

Fix: Guaranteed price movement in offline mode by tightening spreads and increasing agent aggression

Fix: Added Inference URL input and debug logging for HF Space

Fix: Remove Gradio version lock to resolve HF configuration error

Fix: Force Python 3.11 and Gradio 5.x to resolve audioop error on HF

Initial MarketMind commit (Corrected Author)