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Provenance triples are now included directly in explain messages from GraphRAG, DocumentRAG, and Agent services, eliminating the need for follow-up knowledge graph queries to retrieve explainability details. Each explain message in the response stream now carries: - explain_id: root URI for this provenance step (unchanged) - explain_graph: named graph where triples are stored (unchanged) - explain_triples: the actual provenance triples for this step (new) Changes across the stack: - Schema: added explain_triples field to GraphRagResponse, DocumentRagResponse, and AgentResponse - Services: all explain message call sites pass triples through (graph_rag, document_rag, agent react, agent orchestrator) - Translators: encode explain_triples via TripleTranslator for gateway wire format - Python SDK: ProvenanceEvent now includes parsed ExplainEntity and raw triples; expanded event_type detection - CLI: invoke_graph_rag, invoke_agent, invoke_document_rag use inline entity when available, fall back to graph query - Tech specs updated Additional explainability test |
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| .. | ||
| test_agent | ||
| test_base | ||
| test_chunking | ||
| test_cli | ||
| test_clients | ||
| test_concurrency | ||
| test_config | ||
| test_cores | ||
| test_decoding | ||
| test_direct | ||
| test_embeddings | ||
| test_extract | ||
| test_gateway | ||
| test_knowledge_graph | ||
| test_librarian | ||
| test_provenance | ||
| test_pubsub | ||
| test_query | ||
| test_rdf | ||
| test_reliability | ||
| test_retrieval | ||
| test_rev_gateway | ||
| test_storage | ||
| test_structured_data | ||
| test_text_completion | ||
| __init__.py | ||
| test_prompt_manager.py | ||
| test_prompt_manager_edge_cases.py | ||
| test_python_api_client.py | ||