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Cyber MacGeddon c6ef354290 Deliver explainability triples inline in retrieval response stream 
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
2026-04-07 11:40:54 +01:00
..
tech-specs Deliver explainability triples inline in retrieval response stream 2026-04-07 11:40:54 +01:00
api-gateway-changes-v1.8-to-v2.1.md Update API specs for 2.1 (#699) 2026-03-17 20:36:31 +00:00
api.html Update API specs for 2.1 (#699) 2026-03-17 20:36:31 +00:00
cli-changes-v1.8-to-v2.1.md Update API specs for 2.1 (#699) 2026-03-17 20:36:31 +00:00
contributor-licence-agreement.md Update CLA notice in repo (#722) 2026-03-26 14:18:13 +00:00
generate-api-docs.py Python API docs (#614) 2026-01-15 15:12:32 +00:00
python-api.md Update API specs for 2.1 (#699) 2026-03-17 20:36:31 +00:00
README.api-docs.md Python API docs (#614) 2026-01-15 15:12:32 +00:00
README.cats Added agent support to templates (#150) 2024-11-12 00:22:18 +00:00
README.challenger Added agent support to templates (#150) 2024-11-12 00:22:18 +00:00
README.md Add AsyncAPI spec for websocket (#613) 2026-01-15 11:57:16 +00:00
websocket.html Update API specs for 2.1 (#699) 2026-03-17 20:36:31 +00:00

README.md

TrustGraph Documentation

Welcome to TrustGraph! For comprehensive documentation, please visit:

📖 https://docs.trustgraph.ai

The main documentation site includes:

  • Overview - Introduction to TrustGraph concepts and architecture
  • Guides - Step-by-step tutorials and how-to guides
  • Deployment - Deployment options and configuration
  • Reference - API specifications and CLI documentation

Getting Started

New to TrustGraph? Start with the Overview to understand the system.

Ready to deploy? Check out the Deployment Guide.

Integrating with code? See the API Reference for REST, WebSocket, and SDK documentation.