deeplyte-agentic

flowchart TB
  classDef done fill:#15351f,stroke:#2ea043,color:#cdebd6;
  classDef active fill:#3a2f12,stroke:#d29922,color:#f0dca0;
  classDef wait fill:#1b2128,stroke:#6e7681,color:#aeb6bf;
  classDef infra fill:#10243a,stroke:#539bf5,color:#cfe3ff;

  subgraph KT["KT A100 · ainexus vLLM (remote)"]
    G4["g4 · gemma-4-31b
extract · chat · rerank"]:::infra
    QV3["qv3 · Qwen3-VL
KR OCR :8100"]:::infra
    DOTS["dots.ocr
EN OCR :8101"]:::infra
  end
  subgraph GPU1["gpu1 · RTX 4090 :51434"]
    BGE["bge-m3 임베딩
1024-d"]:::infra
  end

  PDF["papers/pdf · 191편"]:::wait
  OCRR["OCR Router
Mathpix▸dots▸qv3"]:::wait
  HAR["Harness 추출
N=3 vote·5-layer verify"]:::wait
  OPUS["Opus 4.8 escalate
native-PDF vision (field)"]:::wait

  subgraph PG["Postgres 16 + pgvector (science) — provisioned"]
    LAND["landing
raw/ocr"]:::done
    MIR["mirror_harness / gt / legacy
8테이블 frozen"]:::done
    CUR["curated
RAG relational"]:::done
    RAGC["rag.paper_chunk
vector(1024) HNSW"]:::done
  end
  NEO["neo4j KG
전해질 ontology"]:::done

  RET["Hybrid GraphRAG
PHP Retriever + RRF"]:::wait
  RERANK["g4 LLM-rerank"]:::wait
  CHAT["g4 chat · SSE
www/api/chat.php"]:::wait

  PDF --> OCRR
  DOTS --> OCRR
  QV3 --> OCRR
  OCRR --> HAR
  G4 --> HAR
  HAR --> OPUS
  HAR --> LAND
  HAR --> MIR
  OPUS --> MIR
  OCRR --> RAGC
  BGE --> RAGC
  MIR --> CUR
  CUR --> NEO
  RAGC --> RET
  NEO --> RET
  CUR --> RET
  BGE --> RET
  RET --> RERANK
  G4 --> RERANK
  RERANK --> CHAT
  G4 --> CHAT

  MIR -. "field-by-field diff" .-> EVAL["eval · 비교평가
mirror_harness vs mirror_gt"]:::wait
  OPUS -. GT .-> EVAL