brainy/docs
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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development **chore: remove outdated changelog and summary documents** 2025-07-30 11:51:39 -07:00
guides **feat(search): enhance JSON document search with field-level filtering and prioritization** 2025-08-01 08:27:39 -07:00
technical **chore: remove outdated changelog and summary documents** 2025-07-30 11:51:39 -07:00
DOCUMENTATION_ORGANIZATION.md **chore: remove outdated changelog and summary documents** 2025-07-30 11:51:39 -07:00
publishing-cli.md **feat(tests): add tests for TextEncoder, TensorFlow.js, and fallback mechanisms** 2025-07-11 11:11:56 -07:00