chore: remove rag-8000.zcodecorp.in live links and hackathon text

fix: tighten reward/grade bounds to [0.01, 0.99] in models, orchestrator, and tests

fix: clamp scores to [0.01, 0.99] in API boundary, UI, inference, and tests

feat: fix image loading (LFS media URLs), improve Blog.MD tech depth, cleanup README

Fix 400 error: extract detail from API errors, auto-reset on uninitialized env

Add RAG OS demo GIF, fix image rendering (sanitize_html=False), de-dup blog wording

Fix: use APP_ROOT env var for Docker path resolution (Blog.MD + image URLs)

Fix HF Space: add Blog.MD+assets to Docker, resolve image paths to GitHub raw URLs

Add Blog/Writeup and README tabs to Gradio UI for HF Space visibility

fix: isolate FAISS per domain, dynamic Auto Pilot step count

fix: Auto Pilot domain sync, Done flag, markdown status, README links

feat: add legal_research domain, multi-domain switching, and README overhaul

fix: mount Gradio at root, add Prometheus metrics

docs: update README baseline scores, add reproduce section, fix UI MySQL ref

fix(server): CORS, sanitization, concurrency, parameter override, mount at /ui

feat: complete Agentic RAG Gym implementation