Versioned Document Sets & LightRAG Pipeline

Versioned Document Sets & LightRAG Pipeline A data-flow diagram generated by Archify. 01 / Authoring 02 / Snapshot Store 03 / Graph Sync 04 / Query & Stream 05 / Consumers Fleet SOPs · Markdown / PDF · 01 / Authoring · mutable Fleet SOPs Markdown / PDF mutable DocumentSet · Pinned Manifest · 02 / Snapshot Store · immutable DocumentSet Pinned Manifest immutable MinIO Blobs · Content-Addressed · 02 / Snapshot Store · SHA-256 MinIO Blobs Content-Addressed SHA-256 Delta Sync · Diff Manifests · 03 / Graph Sync · changed only Delta Sync Diff Manifests changed only LightRAG · /query/stream · 04 / Query & Stream · hybrid + mix LightRAG /query/stream hybrid + mix Heat-Map UI · Gamma Decay · 05 / Consumers · gamma = 0.5 Heat-Map UI Gamma Decay gamma = 0.5 Agent Nodes · rag_query MCP · 05 / Consumers · single call Agent Nodes rag_query MCP single call commit version deduped blobs pinned manifest changed bytes entities + vectors entities answer + refs Legend primary data async batch data store data flow

Linear Storage Cost

  • • Identical files share SHA-256 blobs in MinIO across versions
  • • Downstream evals and workflows pin to (documentSetId, versionId)

Single Round-Trip Query

  • • includeReferences: true routes through /query/stream
  • • Returns answer and graph entities in one call (~2x faster)

Decay Heat Overlay

  • • Nodes and connecting edges accumulate query heat with soft decay
  • • Gamma sensitivity curve highlights mid-traffic subgraphs