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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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| .. | ||
| __init__.py | ||
| conftest.py | ||
| test_agent_service_non_streaming.py | ||
| test_agent_step_arguments.py | ||
| test_aggregator.py | ||
| test_callback_message_id.py | ||
| test_completion_dispatch.py | ||
| test_conversation_state.py | ||
| test_explainability_parsing.py | ||
| test_mcp_tool_auth.py | ||
| test_meta_router.py | ||
| test_on_action_callback.py | ||
| test_orchestrator_provenance_integration.py | ||
| test_parse_chunk_message_id.py | ||
| test_pattern_base_subagent.py | ||
| test_provenance_triples.py | ||
| test_react_processor.py | ||
| test_reasoning_engine.py | ||
| test_tool_coordination.py | ||
| test_tool_filter.py | ||
| test_tool_service.py | ||
| test_tool_service_lifecycle.py | ||