add positional coherence, causal inversion penalty, and multi-fact proportion scaling

impelemnted a robust testing strategy .

aded averate topk scores to prevent phraphrase induced false positves

Refactor ASAG pipeline: batched T5 paraphrasing and lexical-semantic fusion

updated the index order

updated accrecty of model

Add updated grading logic and remote test setup

fixed 404 issue.

fixed docker syntax issues.

fixed docker syntax issues.

fixed version issues.

fixed version issues.

ready for deployment and testing

added bi directional analysis. added spacy for requirement txt for instant startup time and avoiding errors.

implemented grading key word matching changed to deberta small model

initial commit