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{
"schemaVersion": "1.0.0",
"slug": "dkg-rag-pipeline",
"name": "DKG RAG Pipeline",
"description": "RAG pipeline using DKG V10 Working/Shared Memory as vector-searchable retrieval source with provenance citations. Ingests documents as Knowledge Assets, indexes with local embeddings, and serves ranked chunks to any LLM for grounded generation.",
"category": [
"infra",
"rag"
],
"maintainer": {
"github": "@kiyeps",
"name": "kiyeps",
"contact": "https://github.com/kiyeps"
},
"repo": "https://github.com/kiyeps/dkg-rag-pipeline",
"commit": "69c24ef6cf5b269d1e0b6d241084e43619468547",
"license": "Apache-2.0",
"requiresDkgNodeVersion": ">=10.0.0",
"memoryLayers": [
"WM",
"SWM"
],
"v10PrimitivesUsed": [
"ContextGraph",
"KnowledgeAsset",
"SubGraph"
],
"publicInterfacesUsed": [
"http-api"
],
"targetAgents": [
"generic-CLI",
"OpenClaw",
"Hermes"
],
"install": {
"kind": "cli",
"package": "dkg-rag-pipeline",
"version": "0.1.2",
"binary": "dkg-rag",
"usageHint": "dkg-rag ingest <file> && dkg-rag query <text> && dkg-rag serve"
},
"security": {
"writeAuthority": [
"wm/write",
"swm/share"
],
"networkEgress": [
"http://127.0.0.1:9200"
],
"notes": "Local embedding fallback (character n-gram TF vector) \u2014 no external API required. Secret redaction gate scans all text and quads before WM write. Auth token read from ~/.dkg/auth.token."
},
"trustTier": "community",
"promotionPath": "Chunks ingested to WM as provenance-tagged Knowledge Assets. Frequently retrieved chunks can be promoted to SWM (sealed) via swm/share, making them available as Verified Memory candidates for downstream oracle consumption.",
"fitNotes": "WM/SWM as RAG retrieval source directly serves the LLM-Wiki/Autoresearch theme. Distinct from OpenClaw memory curator (agent-specific daemon), DKG Memory MCP server (transport layer), and Hermes bridge (agent audit trail). This is an infra/retrieval layer usable by any agent or application.",
"demo": "https://github.com/kiyeps/dkg-rag-pipeline/blob/main/docs/demo-transcript.txt",
"designBrief": "https://github.com/kiyeps/dkg-rag-pipeline/blob/main/docs/DESIGN.md"
}