General ML packages updates

Public endpoints for Invoices and Receipts based on UiPath DocPath

Release date: 12 June 2024

We are excited to announce the release of improved endpoints for Invoices and Receipts. This new generation, based on UiPath DocPath, the new UiPath LLM, brings enhanced accuracy and performance.

We are gradually replacing our models with a new generation. For now, all public endpoints are based on DocPath, except for the following endpoints:

• 709
• 941x
• 1040x
• 3949a
• 9465
• Invoices China
• Invoices Hebrew
• Invoices Japan

Check the release notes for future announcements.

Public endpoints based on DocPath

Release date: 29 May 2024

We are excited to announce the release of improved endpoints for our pre-trained, out-of-the-box ML packages. This new generation, based on UiPath DocPath, the new UiPath LLM, brings enhanced accuracy and performance.

We are gradually replacing our models with a new generation. For now, all public endpoints are based on DocPath, except for the following endpoints:

• 709
• 941x
• 1040x
• 3949a
• 9465
• Invoices
• Invoices China
• Invoices Hebrew
• Invoices Japan
• Receipts

Check the release notes for future announcements.

UiPath Extended Languages OCR in public preview

Release date: 28 March 2024

We are excited to announce that our latest OCR engine, UiPath Extended Languages OCR, is now in Public Preview. The new OCR is capable of digitizing documents in over 200 languages, bringing a significant improvement over its predecessor, especially in regards to Chinese, Japanese, and Korean. Additionally, it can process documents in Thai, Vietnamese, all major languages from India, as well as languages using the Cyrilic alphabet, and Greek.

The UiPath Extended Languages OCR is currently only available as a public endpoint.

Frozen Backbone training

Release date: 27 April 2023

The ML packages versions v23.4 and higher, now have the option to train using Frozen Backbone. This new approach trains faster and gives better results for small or low diversity training sets below 400 pages. You can override this behavior by using the new Training Pipeline environment variables documented in the official documentation.

Invoices Australia deprecation

Release date: 29 November 2022

An upcoming deprecation is announced for the Invoices Australia pre-trained ML package. We recommend using instead the Invoices ML package instead. Here you can find more details about it.

ML Classification endpoint public preview

Release date: 27 June 2022

Released in endpoints

The ML Classification endpoint is now available in public preview.

UiPath Chinese, Japanese, Korean OCR release

Endpoints

Release date: 20 June 2022

Released in endpoints

The UiPath Chinese, Japanese, Korean OCR public endpoint has become generally available.

Data Extraction ML packages

Release date: 6 June 2022

Released in AI Center Cloud, for Data Extraction ML packages

A new OCR method, UiPath Chinese, Japanese, Korean OCR, is now available and can be applied to new or already created projects from Document Understanding, cloud only.