Upgraded Gradio version to 5.6.0 in Readme. Upgraded pyarrow version

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

Can deal with backslashes in metadata for semantic search load

Adjusted data file load parameters for keyword search

Improvements with embeddings load and file save

Updated Dockerfile and requirements files to create a smaller container

Minor bug fix to connections parameter function

Cognito authorisation option added to app, some other minor changes.

When running on cloud now checks for relevant header details on load

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

Minor changes to function outputs. Attempted Python downgrade to 3.10 to address xlsx output issues

General code improvements and refinements.

Set bm25 in functions explicitly. Some API updates. Now can get connection params on startup.

Some package updates and minor changes

embedding files now write to output folder

Changed all intermediate file outputs to save to output folder

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

Specified boto3 sts region

Correct bm25 filename usage

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.

Assigned AWS bucket name to environmental variable

Added additional password auth for AWS-based files. Changed 'Clean' default to no

AWS credentials no longer a requirement for app to work

Gradio 4.21. Limitations on file size and creating embeddings. Added AWS integration

String query not correctly specified in fuzzy search, changed this

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.

Added highlight search term functionality to keyword search output

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

Now works correctly with npz. Minor formatting improvements

Added semantic search using Jina

Faster embedding with GPU, fast document split, writes to chromadb file correctly. No longer needs FAISS or langchain

Now outputs correct dataframe for semantic search. Can join on extra details

Added basic semantic search functionality

Initial commit