Finalize Vitalis Core: Ocean UI & Truth-Aware Logic

feat: upgrade Tier 1 foundation to opt-125m pre-trained generative checkpoint

fix: force dependencies and runtime faiss verification

fix: add faiss-cpu to requirements

fix: resolve dependency sync and update requirements

Update requirements.txt

Fix: Inject sentence-transformers dependency for memory_engine.py

Chore: Deploy minimal infrastructure test to resolve dependency conflict

Chore: Minimal requirements to isolate build failure

Chore: Align requirements.txt to platform-enforced 6.15.1

Force resolve conflict and update dependencies

Feature: Add Gradio web interface for professional UI

AOT: Finalize RAG-integrated Space deployment

AOT: Fresh sovereign production architecture deployment