fix(app.py): v4.1 — bounded caches, softmax, NLI format, max_length=512, batched NER, risk formula

fix(core): v4.1 - bounded caches, NLI format, softmax, max_length=512, risk formula, regex coverage

Fix: ChatInterface examples must be list of lists with additional_inputs

v4.0: Add app.py — OCR + RAG Chatbot + Clause Redlining

v3.1: Fix 1-6 from bug report — deterministic chunking, metadata fix, heading strip, raw_text missing-clause, guardrails

v3.0: Upload actual app.py content

v3.0: Fix critical CUAD label mapping, softmax→sigmoid, add ML NER + NLI models

Upload app.py

Upload app.py

Upload app.py

Wire trained Legal-BERT model (76% F1) into live demo — replaces regex

v2: Fix all versions + minimal UI redesign (no gradients, clean layout)

🛡️ ClauseGuard MVP — AI Fine Print Scanner