Add Smart Fields and Forms

[MikeAlhayek]

Smart Fields: AI-Enhanced Fields for Orchard Core

Overview

Enhance Orchard Core’s fields by integrating AI functionality, making them more intelligent and dynamic. Smart Fields will allow AI-powered automation, improving data input efficiency and accuracy across various field types.

Proposed Enhancements

• AI-Powered AutoComplete for TextField

  • Introduce an autocomplete editor that triggers a Utility AI Profile, enabling AI-driven text suggestions.
  • Users can define or customize the AI Profile to tailor autocomplete behavior.

• AI-Enhanced Filtering for MultiTextField

  • Utilize local embeddings to intelligently reduce the list of options and suggest the best matches based on user input.
  • Helps in scenarios where users must select from large datasets efficiently.

• SmartPaste: AI-Driven Data Extraction

  • Introduce a SmartPaste Part, attachable to any content type.
  • Adds a "Paste & Convert" button that takes text from the clipboard and maps it to form fields automatically.
  • AI will process the clipboard text, returning structured JSON data that can be used to auto-fill form inputs via JavaScript.
  • Helps streamline form-filling by extracting key information without manual data entry.

AI Profile Integration

• Each field should have the ability to invoke a defined AI Profile.
• By default, fields will use a globally defined AI Profile, unless an explicit profile is assigned.
• This ensures flexibility in AI behavior across different use cases.

Benefits

• Boosts productivity by reducing manual input effort.
• Enhances user experience with AI-powered suggestions and automation.
• Standardizes AI integration across different field types in Orchard Core.
• Minimizes errors in data entry by leveraging AI-driven structure recognition.

This feature will significantly improve data entry efficiency and enable AI-powered automation within Orchard Core forms and content types.