AI Response Alignment - Revision history

Dgreenwood: /* Troubleshooting alignment issues */

2026-02-12T21:56:37Z

Troubleshooting alignment issues

← Older revision		Revision as of 16:56, 12 February 2026
Line 213:		Line 213:
	* Consider disabling alignment for fields that don't need review		* Consider disabling alignment for fields that don't need review
	* Use conditional triggers to skip alignment for certain scenarios		* Use conditional triggers to skip alignment for certain scenarios

			=== Example configuration ===

			'''Invoice extraction with mixed alignment:'''
			* Invoice Number field: Natural (unique value, easy to match)
			* Invoice Date field: Natural (date matching handles format variations)
			* Description field: Quoted (long text, may be ambiguous)
			* Amount field: Labeled (may appear multiple times, use label to disambiguate)
			* Line Items table: Auto (infer rows from cell positions)
			* Notes section: Quote (capture entire section content)

			This configuration balances accuracy, performance, and review usability for a typical invoice document.

2026-02-12T21:55:38Z

Example configuration

← Older revision		Revision as of 16:55, 12 February 2026
Line 213:		Line 213:
	* Consider disabling alignment for fields that don't need review		* Consider disabling alignment for fields that don't need review
	* Use conditional triggers to skip alignment for certain scenarios		* Use conditional triggers to skip alignment for certain scenarios

	~~=== Example configuration ===~~

	~~'''Invoice extraction with mixed alignment:'''~~
	* Invoice Number field: Natural (unique value, easy to match)
	* Invoice Date field: Natural (date matching handles format variations)
	* Description field: Quoted (long text, may be ambiguous)
	* Amount field: Labeled (may appear multiple times, use label to disambiguate)
	* Line Items table: Auto (infer rows from cell positions)
	* Notes section: Quote (capture entire section content)

	~~This configuration balances accuracy, performance, and review usability for a typical invoice document.~~

	~~[[Category:Data Extraction]]~~
	~~[[Category:AI]]~~
	~~[[Category:How-To]]~~

2026-02-12T21:54:54Z

Configuring default alignment settings

@@ Line 39: / Line 39: @@
 #* '''Section Alignment''' - Controls how section instances are aligned (default: Auto)
 #* '''Row Alignment''' - Controls how table rows are aligned (default: Auto)
 === Field alignment modes ===

2026-02-12T21:54:42Z

Overriding alignment for specific elements

@@ Line 150: / Line 150: @@
 * '''Use when:''' Spatial accuracy is critical
 * '''Best for:''' Complex tables or when precise row highlighting is required
 === Best practices for alignment ===

2026-02-12T21:49:19Z

← Older revision		Revision as of 16:49, 12 February 2026
Line 1:		Line 1:
	{{AutoVersion}}		{{AutoVersion}}

	When using [[AI Extract]] to extract structured data from documents, Grooper can align the LLM's extracted values back to their original locations in the document. This ~~alignment~~ enables users to navigate to, review, and highlight relevant content in the Data Grid and Data Viewer, improving the review experience and data validation workflow.		When using [[AI Extract]] to extract structured data from documents, Grooper can align the LLM's extracted values back to their original locations in the document. This is controlled by the "Alignment" settings for Data Fields, Data Sections and Data Tables. Alignment enables users to navigate to, review, and highlight relevant content in the Data Grid and Data Viewer, improving the review experience and data validation workflow.

	=== What is alignment? ===		=== What is "alignment"? ===

	Alignment is the process of mapping values extracted by the large language model (LLM) back to their source locations in the document. When alignment is configured, Grooper:		Alignment is the process of mapping values extracted by the large language model (LLM) back to their source locations in the document. When alignment is configured (using AI Extract's "Alignment" properties), Grooper:

	* Highlights extracted values in the document viewer		* Highlights extracted values in the document viewer

2026-02-12T21:29:10Z

2026-02-12T21:28:14Z

New page

#REDIRECT [[2024:AI Response Alignment]]