cybermaggedon 35128ff019 Add unified explainability support and librarian storage for (#693) ... Add unified explainability support and librarian storage for all retrieval engines Implements consistent explainability/provenance tracking across GraphRAG, DocumentRAG, and Agent retrieval engines. All large content (answers, thoughts, observations) is now stored in librarian rather than as inline literals in the knowledge graph. Explainability API: - New explainability.py module with entity classes (Question, Exploration, Focus, Synthesis, Analysis, Conclusion) and ExplainabilityClient - Quiescence-based eventual consistency handling for trace fetching - Content fetching from librarian with retry logic CLI updates: - tg-invoke-graph-rag -x/--explainable flag returns explain_id - tg-invoke-document-rag -x/--explainable flag returns explain_id - tg-invoke-agent -x/--explainable flag returns explain_id - tg-list-explain-traces uses new explainability API - tg-show-explain-trace handles all three trace types Agent provenance: - Records session, iterations (think/act/observe), and conclusion - Stores thoughts and observations in librarian with document references - New predicates: tg:thoughtDocument, tg:observationDocument DocumentRAG provenance: - Records question, exploration (chunk retrieval), and synthesis - Stores answers in librarian with document references Schema changes: - AgentResponse: added explain_id, explain_graph fields - RetrievalResponse: added explain_id, explain_graph fields - agent_iteration_triples: supports thought_document_id, observation_document_id Update tests.		2026-03-12 21:40:09 +00:00
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test_structured_diag	Fix tests (#593)	2025-12-19 08:53:21 +00:00
test_document_rag.py	Adding explainability to the ReACT agent (#689)	2026-03-11 15:28:15 +00:00
test_document_rag_service.py	Add unified explainability support and librarian storage for (#693)	2026-03-12 21:40:09 +00:00
test_graph_rag.py	Terminology Rename, and named-graphs for explainability (#682)	2026-03-10 14:35:21 +00:00
test_graph_rag_service.py	GraphRAG Query-Time Explainability (#677)	2026-03-10 10:00:01 +00:00
test_nlp_query.py	Fix/sys integration issues (#494)	2025-09-05 08:38:15 +01:00
test_structured_query.py	Structured data 2 (#645)	2026-02-23 15:56:29 +00:00