Commit Graph

4 Commits

Author SHA1 Message Date
bnair123
9b8f7355fb Fixed and added all the stats_service.py methods 2025-12-25 22:17:21 +04:00
bnair123
af0d985253 Refactor Stats and Narrative services to match spec
- StatsService: Fixed N+1 queries, added missing metrics (whiplash, entropy, lifecycle), and improved correctness (boundary checks, null handling).
- NarrativeService: Added payload shaping for token efficiency, improved JSON robustness, and updated prompts to align with persona specs.
- Documentation: Added backend/TECHNICAL_DOCS.md detailing the logic.
2025-12-25 18:12:05 +04:00
bnair123
508d001d7e Fixed and added all the stats_service.py methods 2025-12-25 17:48:41 +04:00
google-labs-jules[bot]
f4432154b6 Implement Phase 3 Music Analysis and LLM Engine
- Refactor Database: Add `Artist` model, M2M relationship, and `AnalysisSnapshot` model.
- Backend Services: Implement `StatsService` for computable metrics and `NarrativeService` for Gemini LLM integration.
- Fix Ingestion: Correctly handle multiple artists per track and backfill existing data.
- Testing: Add unit tests for statistics logic and live verification scripts.
- Documentation: Add `PHASE_4_FRONTEND_GUIDE.md`.
2025-12-24 23:16:32 +00:00