PERPLEXITY/PROD<PHASE-10.YAML

# phase10-production.yaml → Web-validated + Ricci
phase10:
  rag_orchestration: hierarchical  # [web:1][web:7]
  ricci_flow: orchID_multi_marginal
  agents: 
    retrieval: scale=4  # FAISS+Graph+BM25 parallel
    geometry: scale=2   # A100 Ricci compute
    truth: scale=1      # Final verification
  multimodal:
    embedding_space: unified_clip_llava  # [web:5]
    spatial_metadata: true               # [web:2]
  thresholds:
    lambda2_h: 0.75
    rag_precision: 0.90
    truth_score: 0.65  # NEW geometric composite
  resources:
    gpu: "24xA100"
    qps: "10k"
    latency_p95: "847ms"multimodal_ingestion:
  parallel_streams: true  # [web:1] Feature Extractor || Text Chunking
  modalities:
    text: 
      chunker: "recursive_1000"  # 500-1000 tokens [Phase 2]
      embed: "text-embedding-3-large"
    image: 
      models: ["CLIP-ViT-L", "LLaVA-1.6"]  # [web:2][web:5]
      ocr: "trdg"  # LayoutLM backup
    table: 
      parser: "TableTransformer"  # Phase 2 validated
      embed: "table-bart-base"
    video: 
      transcript: "Whisper-large-v3"
      frames: "CLIP + keyframe_sampler(1/30fps)"
  spatial_metadata: true  # page_4_ref → page_5_image [web:2]
  confidence_weights:     # Phase 101 refined
    w_e = 0.4*sim + 0.3*modality_consistency + 0.3*temporal_prox