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ddd4bd7790
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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| .. | ||
| __init__.py | ||
| api.py | ||
| async_bulk_client.py | ||
| async_flow.py | ||
| async_metrics.py | ||
| async_socket_client.py | ||
| bulk_client.py | ||
| collection.py | ||
| config.py | ||
| exceptions.py | ||
| explainability.py | ||
| flow.py | ||
| knowledge.py | ||
| library.py | ||
| metrics.py | ||
| socket_client.py | ||
| types.py | ||