deleted beta feature (will be outsourced in a different app)

Fix TypeError: cannot concatenate object of type 'dict' by converting dictionaries to DataFrames before appending to results list

Fix KeyError: 'Jaccard Similarity (%)' by properly populating heatmap_tabs dictionary

Fix progressive loading and UI button activation issues: 1) Fix KeyError: 'jaccard' in metrics computation 2) Fix 'Markdown' object has no attribute 'update' warning 3) Improve fuzzy matching method descriptions 4) Fix Structural Analysis button activation 5) Add consistent tooltip styling for all tabs

codebase cleanup

remove fasttext

remove fasttext

remove fasttext

cleanup and expansion of structural analysis

bug fix

bug fix

tfidf remove; css fixes

maintenance and alignment prototype

feat(ui): apply consistent padding and scaling across components

feat(app): improve UI and backend robustness per user feedback

fix(app): resolve ImportError by using LLMService class directly

fix: correctly determine model_type in processing pipeline

fix: correctly handle hf model selection in UI

remove naming

naming error fix

update naming

chapter name feature added

bug fixes

bugs fixed

feat: Enhance embeddings and LLM interpretation

Reafactoring of the tokenization pipeline, adjusted fasttext implementation

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Update app.py

revamped the pipeline and added stopwords and documentation

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