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cybermaggedon 01cc8dbc64
feat: replace LLM edge scoring with cross-encoder reranker in GraphRAG (#1005) 
Replace the three-prompt LLM scoring pipeline (kg-edge-scoring,
kg-edge-reasoning, kg-edge-selection) with a cross-encoder reranker
service backed by FlashRank. The new hop_and_filter() method performs
iterative graph traversal with semantic scoring at each hop, replacing
the previous follow_edges/get_subgraph approach.

- Add reranker service (trustgraph-base client/service, FlashRank processor)
- Add gateway dispatch for reranker via API and WebSocket
- Rewrite GraphRAG pipeline: hop_and_filter() with per-hop cross-encoder scoring
- Remove kg_prompt() and edge_score_limit from prompt client
- Update provenance: add tg:EdgeSelection type, tg:concept, tg:score predicates
- Update CLIs (tg-invoke-graph-rag, tg-show-explain-trace) for new metadata
- Add tg-invoke-reranker CLI tool
- Add tech spec and UX developer guidance
- Update all unit and integration tests
2026-06-30 14:36:37 +01:00
..
tech-specs feat: replace LLM edge scoring with cross-encoder reranker in GraphRAG (#1005) 2026-06-30 14:36:37 +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
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api-gateway-changes-v1.8-to-v2.1.hi.md Feat: TrustGraph i18n & Documentation Translation Updates (#781) 2026-04-14 12:08:32 +01:00
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-gateway-changes-v1.8-to-v2.1.sw.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.es.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.pt.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
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contributor-licence-agreement.sw.md Feat: TrustGraph i18n & Documentation Translation Updates (#781) 2026-04-14 12:08:32 +01:00
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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
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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.