{
  "date": "2026-10-20",
  "products": {
    "ragflow": "nightly-arm64"
  },
  "model": "openai/gpt-6-luna",
  "provider": "openai",
  "reasoning": "medium",
  "max_output_tokens": 128000,
  "force_full_model_output_limit": true,
  "chat_price_caps_per_million": {
    "input": 0.1,
    "output": 0.5
  },
  "embedding_model": "qwen/qwen3-embedding-8b",
  "embedding_provider": "nebius",
  "embedding_dimensions": 4096,
  "parent_ledger": "/Users/x/code/acg-box/ELF/tmp/elf-real-project-pilot/budget-ledger.json",
  "ceiling_usd": 10,
  "calibration_tranche_usd": 0.5,
  "formal_tranche_usd": 1.0,
  "native_retrieval_top_n": 6,
  "combined_context_max_bytes": 32768,
  "reader_output": "answer plus citations containing exact quote and native handle",
  "paid_answer_retries": false,
  "source_text_mutations": false,
  "conditions": "Native knowledge ingestion and native session-memory extraction; same shared reader after native retrieval. No claim of complete native Agent UI acceptance.",
  "knowledge_sources": 6,
  "initial_memory_records": 4,
  "updated_memory_records": 4,
  "pre_update_questions": 2,
  "post_update_questions": 11,
  "calibration_is_separate": true,
  "after_update_restart": true,
  "input_sha256": "7141532c7efb77758ab36f3d7acc2db5369b234134a6119ba4a891c58dd3e47d",
  "oracle_sha256": "8ac3caf4055989d319ef143eb1fad280d3372c6c85113bbd639498fdc7871644",
  "source_revision": "7eb673bfc3ab1cc22532fe23a1e9bb85c34e48bd",
  "image": "infiniflow/ragflow@sha256:002f50e053e9c5081610c9b0bb9f07a190cb240e1c983cadc9f0e4364dec9153",
  "new_spend_tranche_usd": 0.5,
  "baseline": "2026-10-15-native-kb-memory",
  "embedding_reuse": "Exact text matches may reuse prior Nebius Qwen3-8B 4096-dimensional responses; unmatched requests pass through the cumulative budget gateway."
}