Changed to 4.1 nano; increased temp from 2 to 3, added a nother few-shot exammple

bug fix for issue causing auto shortlist to be perofmred on manual filter NI range

config.toml

Added shortlist preview metric cards for UI

rmed .streamlit file as it's not being red properly

Undodi dir change

moved all stramlit stuff to a stramlit_app dir

Added threshold-based shortlisting and moved auto shortlist preview to the top

Implemented auto shortlisting

Added color coding to necessity index chart

Added qcut labeling

Added word count and necessity index labels

Functions to begin training, generate predictions, and remove non-context labels

changed ner venv name

Ignoring venv

Removed venv

How to use ner-training docs

Ignoring csvs

cleaner rules

Cleaner rules

Now reading ner-training scripts

Now reading mini readmes

changed to underscore naming

json function to merge two json training files

removed data

Moved file

streamlit config file

Script that debugs data with trailing spaces or punctuation in the labels

Added minmax scaler

ignoring .spacy and .json files

Removed data from cache

Added tabs to keep interface cleaner

Usage to pills

Added min max scaler to index and explainer for index

Interface changes by codex

Added extra terms to vulnerability markers

This code is used to fix trailing white spaces and punctuation on labeled training data

Implemented necessity index and moved usage_extraction to the end

Ignoring data and cusom models in ner-training

training scirpts used for ner-finetuning

Fixed necessity indexing

fixed bug that was preventing vulnerability scores from being assigned

Added more words to lexicon, changed weights for severity markers

Implemented necessity index

Renamed func

Function now return individual scores for all markers as well as index

Implemented usageextraction

Streamlit app

Functions for column detections and necessity index

Responds none if no usage mentions are found