Included exact/fuzzy phrase matching. Updated packages and added basic logging.

Improvements with embeddings load and file save

Now accepts .zip file as inputs. Moved semantic search option bar. Minor API mode changes.

Changed embedding model to MiniLM-L6 as faster. Compressed embeddings are now int8. General improvements to API mode

General code improvements and refinements.

Some package updates and minor changes

embedding files now write to output folder

Allowed for custom output folder, returned Dockerfile to work under user account and port 7860

Now checks for output folder before saving. Minor code cleaning

Fixed cleaning for semantic search. Handles text with backslashes in (if cleaned). Updated packages. requirements file for only keyword search added.

Now loads in embedding model locally in Dockerfile

Improved code for cleaning and outputting files. Added Dockerfile

Improved xlsx output formatting. Deals better with cleaning data then analysing in same session.

Updated to Gradio 4.16.0. Now works correctly with BGE embeddings

Upgraded to Gradio 4.16.0. Added Spacy fuzzy search functionality.

Cut out semantic search temporarily while issues with Jina gated model resolved. Improved error/progress tracking and messaging. Placeholder for Spacy fuzzy search.

Better error checking. Doesn't load in embeddings file twice now.

Fixed data input for semantic search. Allowed for docs to be loaded in directly for semantic search. 0.2.1

Minor changes to file path for outputs, documentation, location of pyinstaller build dependencies

Many changes to code organisation. More efficient searches from using intermediate outputs. Version 0.1