Change Log 📜📝

All notable changes to the "Intent Classification Service" WhatItIs/program/extension/API/whatever will be documented in this file.

The format is based on Keep a Changelog and this project adheres to Semantic Versioning.

[v1.0.0] - 2023-10-21

Added

Added BERT model - bert-base-multilingual-cased from huggingface as multilingual encoder model
Added error handling codes for /intent endpoint as per the following specifications:
- BODY_MISSING, 400
- TEXT_MISSING, 400
- INVALID_TYPE, 400
- TEXT_EMPTY, 400
- INTERNAL_ERROR, 500
Added model training and production evaluation notebook in notebooks/
Added Docker files
Added POSTMAN api documentation

Changed

Modifed the /ready logic with simple model is None check as the IntentClassifier does not have any ready() method.

Fixed

In the initial code the model was loaded after flask server was up. Moved the model loading before starting server fixed the issue.