mengzhx/semantica
1
0
Fork 0
mirror of https://github.com/semantica-agi/semantica.git synced 2026-09-10 04:00:35 +00:00
Code Issues Packages Projects Releases Wiki Activity

docs: update CHANGELOG with PR #338 Candidate Generation v2

Browse Source 
- Add comprehensive changelog entry for Candidate Generation v2 implementation
- Credit contributor @ZohaibHassan16 for the multi-key blocking optimization
- Document performance improvements: 63.6% faster in worst-case scenarios
- Note backward compatibility and new configuration options
This commit is contained in:
KaifAhmad1
2026-02-24 16:47:28 +05:30
parent 60389a0e57
commit bf32c016f2
1 changed files with 9 additions and 0 deletions
Download Patch File Download Diff File Expand all files Collapse all files
CHANGELOG.md
+9
View File
@@ -7,6 +7,15 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
## [Unreleased]
- **Candidate Generation v2 with Multi-Key Blocking** (PR #338 by @ZohaibHassan16):
- Implemented opt-in candidate generation strategies (`legacy`, `blocking_v2`, `hybrid_v2`) to address O(N²) pair explosion during deduplication
- Multi-key blocking with normalized token prefixes, type-aware keys, and optional phonetic (Soundex) blocking
- Deterministic candidate budgeting with `max_candidates_per_entity` limit using stable sorting
- Efficient pair generation with set-based deduplication across overlapping blocks
- Performance improvements: 63.6% faster in worst-case scenarios (0.259s → 0.094s for 100 entities)
- Complete backward compatibility with default `candidate_strategy="legacy"`
- Added configuration options: `blocking_keys`, `enable_phonetic_blocking`, `max_candidates_per_entity`
- Fixed: Context Graphs decision tracking bugs and added comprehensive test coverage (PR #315 by @KaifAhmad1)
- Fixed empty/None decision ID handling in ContextGraph.add_decision()
- Fixed None metadata handling to prevent TypeError