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cybermaggedon db7fdbc652
feat: direction-aware reranker text in GraphRAG hop-and-filter (#1016) 
The reranker document text now reflects the traversal direction,
showing only the new information relative to the frontier entity:
- From S (subject is frontier): text = "{predicate} {object}"
- From O (object is frontier): text = "{subject} {predicate}"
- From P (predicate is frontier): text = "{subject} {object}"

This eliminates duplicate reranker texts when traversing inward
from shared object nodes (e.g. 18 CPUs all producing identical
"hasSubcategory Processors" text when the subject was dropped).

execute_batch_triple_queries now returns (triple, direction)
tuples so hop_and_filter can select the appropriate text format.

Updates tech spec to document the direction-aware approach.
Adds unit tests for direction tracking and reranker text
construction.
2026-07-02 21:14:47 +01:00
..
tech-specs feat: direction-aware reranker text in GraphRAG hop-and-filter (#1016) 2026-07-02 21:14:47 +01:00
api-gateway-changes-v1.8-to-v2.1.ar.md Feat: TrustGraph i18n & Documentation Translation Updates (#781) 2026-04-14 12:08:32 +01:00
api-gateway-changes-v1.8-to-v2.1.es.md Feat: TrustGraph i18n & Documentation Translation Updates (#781) 2026-04-14 12:08:32 +01:00
api-gateway-changes-v1.8-to-v2.1.he.md Feat: TrustGraph i18n & Documentation Translation Updates (#781) 2026-04-14 12:08:32 +01:00
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api-gateway-changes-v1.8-to-v2.1.pt.md Feat: TrustGraph i18n & Documentation Translation Updates (#781) 2026-04-14 12:08:32 +01:00
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api.html Update API docs for 2.4 (#960) 2026-05-28 17:56:29 +01:00
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cli-changes-v1.8-to-v2.1.es.md Feat: TrustGraph i18n & Documentation Translation Updates (#781) 2026-04-14 12:08:32 +01:00
cli-changes-v1.8-to-v2.1.he.md Feat: TrustGraph i18n & Documentation Translation Updates (#781) 2026-04-14 12:08:32 +01:00
cli-changes-v1.8-to-v2.1.hi.md Feat: TrustGraph i18n & Documentation Translation Updates (#781) 2026-04-14 12:08:32 +01:00
cli-changes-v1.8-to-v2.1.pt.md Feat: TrustGraph i18n & Documentation Translation Updates (#781) 2026-04-14 12:08:32 +01:00
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cli-changes-v1.8-to-v2.1.sw.md Feat: TrustGraph i18n & Documentation Translation Updates (#781) 2026-04-14 12:08:32 +01:00
cli-changes-v1.8-to-v2.1.tr.md Feat: TrustGraph i18n & Documentation Translation Updates (#781) 2026-04-14 12:08:32 +01:00
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contributor-licence-agreement.hi.md Feat: TrustGraph i18n & Documentation Translation Updates (#781) 2026-04-14 12:08:32 +01:00
contributor-licence-agreement.md Feat: TrustGraph i18n & Documentation Translation Updates (#781) 2026-04-14 12:08:32 +01:00
contributor-licence-agreement.pt.md Feat: TrustGraph i18n & Documentation Translation Updates (#781) 2026-04-14 12:08:32 +01:00
contributor-licence-agreement.ru.md Feat: TrustGraph i18n & Documentation Translation Updates (#781) 2026-04-14 12:08:32 +01:00
contributor-licence-agreement.sw.md Feat: TrustGraph i18n & Documentation Translation Updates (#781) 2026-04-14 12:08:32 +01:00
contributor-licence-agreement.tr.md Feat: TrustGraph i18n & Documentation Translation Updates (#781) 2026-04-14 12:08:32 +01:00
contributor-licence-agreement.zh-cn.md Feat: TrustGraph i18n & Documentation Translation Updates (#781) 2026-04-14 12:08:32 +01:00
generate-api-docs.py Python API docs (#614) 2026-01-15 15:12:32 +00:00
lang-index-ar.md Feat: TrustGraph i18n & Documentation Translation Updates (#781) 2026-04-14 12:08:32 +01:00
lang-index-es.md Feat: TrustGraph i18n & Documentation Translation Updates (#781) 2026-04-14 12:08:32 +01:00
lang-index-he.md Feat: TrustGraph i18n & Documentation Translation Updates (#781) 2026-04-14 12:08:32 +01:00
lang-index-hi.md Feat: TrustGraph i18n & Documentation Translation Updates (#781) 2026-04-14 12:08:32 +01:00
lang-index-pt.md Feat: TrustGraph i18n & Documentation Translation Updates (#781) 2026-04-14 12:08:32 +01:00
lang-index-ru.md Feat: TrustGraph i18n & Documentation Translation Updates (#781) 2026-04-14 12:08:32 +01:00
lang-index-sw.md Feat: TrustGraph i18n & Documentation Translation Updates (#781) 2026-04-14 12:08:32 +01:00
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README.md

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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.