• Lightwood updated to the last version

Changelog

Features

• OpenAI handler: support for GPT4 (#5016)

Fixes

• Fixed potential naming conflict with grpc (#4994)
• Mongo improvements (#4897)

Bugfixing

New handlers:

• Google Cloud SQL
• Apache Derby
• HSQLDB

New features:

• OpenAI handler - added support for GPT3.5 models
• Statsforecast updated to new version

Updates of documentation
Bugfixing

new data handlers:

• Twitter
• Dremio
• Google Cloud Spanner

new ml handlers:

• AutoKeras
• Neuralforecast

New feature:

• added current training step to output of model output

various bugfixes
updates of documentation

New handler:

• Materialize

Fixes and improvements:

• Improved inference of frequency in date series
• fixed issue with unclosed connections in jobs

Updates of documentation

New handler:

• DuckDB

Bugfixes
Updates of documentation

New ML engine:

• Nixtla StatsForecast

Bugfixes:

• fixed null values in output of SHOW TABLES in Snowflake
• fixed security issue with archives unzipping

Updates of documentation

New handler:

• Amazon Aurora

Improvements:

• column created_at added to tables models and models_versions
• updates of documentation

Fixes:

• fixed issue with nulls in output of TS predictions
• fixed company id in job history
• fixed override problem definition in lightwood handler

New handler:

• Amazon Aurora

New feature:

• Jobs - ability to create repeatable queries

Other:

• update of documentation
• bugfixes

• Adjust support for OpenAI handler
• ability to fix a specific version of the GUI for use

Enhancement and fixes:

• parsing text to JSON using NLP
• 'CREATE' returns model record
• various buxfixes
• documentation update

• various bug fixes

• ability to enable HTTP auth
• update of documentation
• minor bugfixes

• HTTP API for prediction
• fix for 'JOIN' order: model may be at left or right side
• updates of documentation

• proper error message if try to use obsolete model
• updates of documentation

New handlers:

• OpenAI
• Rockset
• Materialize

Enhancement and fixes:

• ability to join multiple data tables
• ability to override dtypes when train model using Lightwood
• updated Lightwood version
• fix: error during db migrations if db is PostgreSQL
• fixed few issues with Huggingface handler
• updates of documentation

• minor bug fix

• updated lightwood version