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feat: add query/retrieval FlowProcessor services and missing runner scripts
Wire up the query and retrieval side of the pipeline so the agent can answer questions from stored knowledge: - Triples query service (FalkorDB) — all SPO pattern queries via NATS - Graph embeddings query service (Qdrant) — entity vector similarity - Document embeddings query service (Qdrant) — chunk vector similarity - Graph RAG service — full concept→entity→traverse→score→synthesize pipeline - Document RAG service — embed→find chunks→synthesize pipeline - Runner scripts for chunker, extractor, embeddings (missing from Phase 5) - Add DocumentEmbeddingsRequest/Response schema types - Add RAG prompt templates (extract-concepts, edge-scoring, synthesize) - Add graph/doc embeddings query topics to seed config + flow manager - Add all pipeline/query/retrieval services to docker-compose - 8 new runner scripts, 8 new pnpm script aliases Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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@ -82,6 +82,12 @@ const DEFAULT_BLUEPRINT: Blueprint = {
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// Embeddings
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"embeddings-request": "tg.flow.embeddings-request",
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"embeddings-response": "tg.flow.embeddings-response",
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// Graph embeddings query
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"graph-embeddings-request": "tg.flow.graph-embeddings-request",
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"graph-embeddings-response": "tg.flow.graph-embeddings-response",
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// Document embeddings query
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"document-embeddings-request": "tg.flow.document-embeddings-request",
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"document-embeddings-response": "tg.flow.document-embeddings-response",
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// Librarian RPC (for PDF decoder)
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"librarian-request": "tg.flow.librarian-request",
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"librarian-response": "tg.flow.librarian-response",
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