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brainy/changes-summary.md
David Snelling f86295eab8 **feat(search): enhance JSON document search with field-level filtering and prioritization** 
- Added support for field-specific and prioritized searches in `brainyData`:
  - Introduced `searchField` option to enable targeted field-level searches.
  - Implemented `priorityFields` option for weighted vectorization and query relevance.
- Developed utilities in `jsonProcessing.ts` and `fieldNameTracking.ts`:
  - `extractTextFromJson` for text extraction with customizable depth and field prioritization.
  - `extractFieldFromJson` to target specific fields in JSON documents.
  - `prepareJsonForVectorization` for optimized JSON vectorization.
- Enhanced management of field names and mappings:
  - Integrated `trackFieldNames` to associate fields with their services.
  - Supported cross-service consistency through `standardFieldMappings`.
- Updated documentation:
  - Added detailed guides for JSON search enhancements and HNSW limitations.
  - Extended usage examples in `README.md` and `json-search-test.js`.
- Verified improvements with comprehensive tests:
  - Created unit and integration tests demonstrating search behavior improvements.
  - Addressed previous TypeScript errors related to search parameters.

**Purpose**: Improve search accuracy and usability when working with complex JSON documents by enabling field-specific searches and enhancing contextual relevance.
2025-08-01 08:27:39 -07:00

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Changes Made to Fix TypeScript Error

Issue

TypeScript error in src/brainyData.ts at line 4339:

Object literal may only specify known properties, and 'searchField' does not exist in type '{ forceEmbed?: boolean | undefined; nounTypes?: string[] | undefined; includeVerbs?: boolean | undefined; searchMode?: "local" | "remote" | "combined" | undefined; searchVerbs?: boolean | undefined; verbTypes?: string[] | undefined; searchConnectedNouns?: boolean | undefined; verbDirection?: "outgoing" | ... 2 more ...'.

Changes Made

  1. Added the searchField property to the options parameter in the main search method
  2. Added the searchField property to the options parameter in the searchRemote method
  3. Added the searchField property to the options parameter in the searchCombined method

Verification

  • TypeScript type checking with npx tsc --noEmit completed without errors
  • Build process with npm run build completed successfully without the previous error
  • All tests passed with npm test, confirming that our changes didn't break existing functionality