Split Analysis into Analysis+ToolUse and Observation, add message_id

Refactor agent provenance so that the decision (thought + tool
selection) and the result (observation) are separate DAG entities:

  Question ← Analysis+ToolUse ← Observation ← ... ← Conclusion

Analysis gains tg:ToolUse as a mixin RDF type and is emitted
before tool execution via an on_action callback in react().
This ensures sub-traces (e.g. GraphRAG) appear after their
parent Analysis in the streaming event order.

Observation becomes a standalone prov:Entity with tg:Observation
type, emitted after tool execution. The linear DAG chain runs
through Observation — subsequent iterations and the Conclusion
derive from it, not from the Analysis.

message_id is populated on streaming AgentResponse for thought
and observation chunks, using the provenance URI of the entity
being built. This lets clients group streamed chunks by entity.

Wire changes:
- provenance/agent.py: Add ToolUse type, new
  agent_observation_triples(), remove observation from iteration
- agent_manager.py: Add on_action callback between reason() and
  tool execution
- orchestrator/pattern_base.py: Split emit, wire message_id,
  chain through observation URIs
- orchestrator/react_pattern.py: Emit Analysis via on_action
  before tool runs
- agent/react/service.py: Same for non-orchestrator path
- api/explainability.py: New Observation class, updated dispatch
  and chain walker
- api/types.py: Add message_id to AgentThought/AgentObservation
- cli: Render Observation separately, [analysis: tool] labels
This commit is contained in:
Cyber MacGeddon 2026-03-31 14:52:28 +01:00
parent 89e13a756a
commit 8b4a4fac46
28 changed files with 661 additions and 350 deletions

View file

@ -14,7 +14,7 @@ from trustgraph.provenance import (
from trustgraph.provenance.namespaces import (
RDF_TYPE, RDFS_LABEL,
PROV_ENTITY, PROV_WAS_DERIVED_FROM, PROV_WAS_GENERATED_BY,
PROV_ENTITY, PROV_WAS_DERIVED_FROM,
TG_DECOMPOSITION, TG_FINDING, TG_PLAN_TYPE, TG_STEP_RESULT,
TG_SYNTHESIS, TG_ANSWER_TYPE, TG_DOCUMENT,
TG_SUBAGENT_GOAL, TG_PLAN_STEP,
@ -63,7 +63,7 @@ class TestDecompositionTriples:
"urn:decompose", "urn:session", ["goal-a"],
)
ts = _triple_set(triples)
assert ("urn:decompose", PROV_WAS_GENERATED_BY, "urn:session") in ts
assert ("urn:decompose", PROV_WAS_DERIVED_FROM, "urn:session") in ts
def test_includes_goals(self):
goals = ["What is X?", "What is Y?", "What is Z?"]
@ -141,7 +141,7 @@ class TestPlanTriples:
"urn:plan", "urn:session", ["step-a"],
)
ts = _triple_set(triples)
assert ("urn:plan", PROV_WAS_GENERATED_BY, "urn:session") in ts
assert ("urn:plan", PROV_WAS_DERIVED_FROM, "urn:session") in ts
def test_includes_steps(self):
steps = ["Define X", "Research Y", "Analyse Z"]