kempersc 99dc608826 Refactor RAG to template-based SPARQL generation ... Major architectural changes based on Formica et al. (2023) research: - Add TemplateClassifier for deterministic SPARQL template matching - Add SlotExtractor with synonym resolution for slot values - Add TemplateInstantiator using Jinja2 for query rendering - Refactor dspy_heritage_rag.py to use template system - Update main.py with streamlined pipeline - Fix semantic_router.py ordering issues - Add comprehensive metrics tracking Template-based approach achieves 65% precision vs 10% LLM-only per Formica et al. research on SPARQL generation.		2026-01-07 22:04:43 +01:00
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benchmark_results	enrich custodian profiles	2026-01-02 02:10:18 +01:00
optimized_models	fix(rag): correct SPARQL ontology prefixes for LinkML schema	2025-12-22 21:31:08 +01:00
specificity	Enhance specificity scoring system integration with existing infrastructure	2026-01-05 17:37:49 +01:00
__init__.py	Fix LinkML URI conflicts and generate RDF outputs	2026-01-07 12:32:59 +01:00
atomic_decomposer.py	enrich custodians	2025-12-11 22:32:09 +01:00
benchmark_lm_optimization.py	remove a,bihguous web-claims	2025-12-21 00:01:54 +01:00
benchmark_optimization.py	remove a,bihguous web-claims	2025-12-21 00:01:54 +01:00
benchmark_optimization_v2.py	enrich entries	2025-12-21 22:12:34 +01:00
benchmark_performance.py	enrich custodian profiles	2026-01-02 02:10:18 +01:00
benchmark_prompt_caching.py	enrich entries	2025-12-23 13:27:35 +01:00
cache_config.py	enrich custodians	2025-12-11 22:32:09 +01:00
cost_tracker.py	enrich person custodian	2025-12-14 17:09:55 +01:00
dspy_heritage_rag.py	Refactor RAG to template-based SPARQL generation	2026-01-07 22:04:43 +01:00
event_retriever.py	Fix LinkML URI conflicts and generate RDF outputs	2026-01-07 12:32:59 +01:00
gepa_training_extended.py	enrich custodians	2025-12-11 22:32:09 +01:00
LM_OPTIMIZATION_FINDINGS.md	enrich entries	2025-12-21 22:12:34 +01:00
main.py	Refactor RAG to template-based SPARQL generation	2026-01-07 22:04:43 +01:00
metrics.py	Refactor RAG to template-based SPARQL generation	2026-01-07 22:04:43 +01:00
ontology_mapping.py	feat(rag): Add hybrid language detection and enhanced ontology mapping	2025-12-14 15:55:18 +01:00
optimization_log.txt	enrich custodians	2025-12-11 22:32:09 +01:00
optimize_templates.py	enrich HC profiles	2026-01-02 02:11:04 +01:00
optimized_heritage_router.json	enrich person custodian	2025-12-14 17:09:55 +01:00
reply_types.py	enrich CH entries with mission statements	2026-01-04 13:12:32 +01:00
requirements.txt	add sparql validator and RAG injector	2025-12-30 03:43:31 +01:00
run_bootstrap_optimization.py	enrich custodians	2025-12-11 22:32:09 +01:00
run_gepa_optimization.py	enrich custodians	2025-12-11 22:32:09 +01:00
run_mipro_optimization.py	remove a,bihguous web-claims	2025-12-21 00:01:54 +01:00
schema_loader.py	Enhance specificity scoring system integration with existing infrastructure	2026-01-05 17:37:49 +01:00
semantic_cache.py	enrich entries	2025-12-23 13:27:35 +01:00
semantic_router.py	Refactor RAG to template-based SPARQL generation	2026-01-07 22:04:43 +01:00
session_manager.py	enrich HC profiles	2026-01-02 02:11:04 +01:00
template_sparql.py	Refactor RAG to template-based SPARQL generation	2026-01-07 22:04:43 +01:00
temporal_intent.py	Fix LinkML URI conflicts and generate RDF outputs	2026-01-07 12:32:59 +01:00
temporal_resolver.py	Fix LinkML URI conflicts and generate RDF outputs	2026-01-07 12:32:59 +01:00
test_dspy_rag.py	enrich person custodian	2025-12-14 17:09:55 +01:00
test_live_rag.py	fix(rag): correct SPARQL ontology prefixes for LinkML schema	2025-12-22 21:31:08 +01:00
test_rate_limit_handling.py	enrich entries	2025-12-23 13:27:35 +01:00
test_semantic_routing.py	Refactor RAG to template-based SPARQL generation	2026-01-07 22:04:43 +01:00
test_template_sota.py	Refactor RAG to template-based SPARQL generation	2026-01-07 22:04:43 +01:00
test_temporal_intent.py	Fix LinkML URI conflicts and generate RDF outputs	2026-01-07 12:32:59 +01:00