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https://github.com/trustgraph-ai/trustgraph.git
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d2751553a3
Addresses recommendations from the UX developer's agent experience report. Adds provenance predicates, DAG structure changes, error resilience, and a published OWL ontology. Explainability additions: - Tool candidates: tg:toolCandidate on Analysis events lists the tools visible to the LLM for each iteration (names only, descriptions in config) - Termination reason: tg:terminationReason on Conclusion/Synthesis events (final-answer, plan-complete, subagents-complete) - Step counter: tg:stepNumber on iteration events - Pattern decision: new tg:PatternDecision entity in the DAG between session and first iteration, carrying tg:pattern and tg:taskType - Latency: tg:llmDurationMs on Analysis events, tg:toolDurationMs on Observation events - Token counts on events: tg:inToken/tg:outToken/tg:llmModel on Grounding, Focus, Synthesis, and Analysis events - Tool/parse errors: tg:toolError on Observation events with tg:Error mixin type. Parse failures return as error observations instead of crashing the agent, giving it a chance to retry. Envelope unification: - Rename chunk_type to message_type across AgentResponse schema, translator, SDK types, socket clients, CLI, and all tests. Agent and RAG services now both use message_type on the wire. Ontology: - specs/ontology/trustgraph.ttl — OWL vocabulary covering all 26 classes, 7 object properties, and 36+ datatype properties including new predicates. DAG structure tests: - tests/unit/test_provenance/test_dag_structure.py verifies the wasDerivedFrom chain for GraphRAG, DocumentRAG, and all three agent patterns (react, plan, supervisor) including the pattern-decision link. |
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| .. | ||
| test_auth.py | ||
| test_config_receiver.py | ||
| test_core_import_export_roundtrip.py | ||
| test_dispatch_config.py | ||
| test_dispatch_manager.py | ||
| test_dispatch_mux.py | ||
| test_dispatch_requestor.py | ||
| test_dispatch_sender.py | ||
| test_dispatch_serialize.py | ||
| test_endpoint_constant.py | ||
| test_endpoint_manager.py | ||
| test_endpoint_metrics.py | ||
| test_endpoint_socket.py | ||
| test_endpoint_stream.py | ||
| test_endpoint_variable.py | ||
| test_entity_contexts_import_dispatcher.py | ||
| test_explain_triples.py | ||
| test_graph_embeddings_import_dispatcher.py | ||
| test_rows_import_dispatcher.py | ||
| test_running.py | ||
| test_service.py | ||
| test_socket_graceful_shutdown.py | ||
| test_streaming_translators.py | ||
| test_text_document_translator.py | ||