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| # settings.yaml — Runtime tuneables for the UK Motor Insurance IDP pipeline. | |
| # | |
| # HOW TO USE | |
| # ────────── | |
| # • Edit values here to tune behaviour without touching Python code. | |
| # • Environment variables take priority over values in this file: | |
| # GROQ_API_KEY — (required) your Groq API secret key | |
| # GROQ_MODEL — overrides llm.model below (set in .env or shell) | |
| # • Restart the pipeline after editing this file. | |
| llm: | |
| # Model served by Groq. Override at runtime via GROQ_MODEL env var. | |
| model: "openai/gpt-oss-120b" # llama-4-scout was retired by Groq on 2026-07-17 | |
| # Fast model for document classification. Override via GROQ_CLASSIFIER_MODEL env var. | |
| classifier_model: "openai/gpt-oss-20b" # llama-3.1-8b-instant retired 2026-08-16 | |
| # Number of instructor self-correction retries on Pydantic validation failure. | |
| max_retries: 2 | |
| pii: | |
| # Minimum Presidio confidence score (0.0–1.0) to trigger redaction. | |
| score_threshold: 0.5 | |
| # Set to true to also redact DATE_TIME entities (breaks date extraction — use carefully). | |
| mask_dates: false | |
| # spaCy language code used by the Presidio NLP engine. | |
| language: "en" | |
| # Presidio entity types to redact before sending text to the LLM. | |
| entities: | |
| - PERSON | |
| - PHONE_NUMBER | |
| - EMAIL_ADDRESS | |
| - UK_NHS | |
| - UK_NIN # National Insurance Number | |
| - CREDIT_CARD | |
| - IBAN_CODE | |
| - LOCATION # place names only; UK postcodes are NOT caught | |
| - IP_ADDRESS | |
| - URL | |
| pipeline: | |
| # Default output path for the Golden Record JSON. | |
| output_path: "../output/golden_record.json" | |
| # Default logging verbosity: DEBUG | INFO | WARNING | ERROR | |
| log_level: "INFO" | |
| # Session directories older than this many days are deleted on API startup. 0 = disabled. | |
| session_ttl_days: 30 | |
| debug: | |
| # Master switch. Off by default: debug artifacts include the raw (unmasked) | |
| # document text. Turn on only for local debugging with synthetic documents. | |
| # When on, the API writes artifacts inside the session folder, so they are | |
| # removed with the session (DELETE /api/session/{id} or the TTL cleanup). | |
| enabled: false | |
| # Used only by the command-line runner (src/main.py): root folder for its debug | |
| # runs, one timestamped sub-folder each. The API ignores it and writes debug | |
| # output inside the session folder instead. | |
| output_dir: "./output/debug" | |
| # Save the raw Markdown produced by docling for each PDF. | |
| save_markdown: true | |
| # Save the PII-masked Markdown that is actually sent to the LLM. | |
| save_masked_markdown: true | |
| # Save the raw UKMotorPolicy JSON extracted from each document. | |
| save_extraction_json: true | |
| # Append a JSONL line per document: prompt size, response time, fields populated. | |
| save_metrics: true | |
| docling: | |
| # Disable OCR — UK insurance PDFs are text-based; OCR doubles memory usage per page. | |
| do_ocr: false | |
| # Disable deep table-structure recognition to reduce memory pressure on large PDFs. | |
| do_table_structure: false | |
| # Maximum pages to process per document type. null = no limit. | |
| # Policy Booklet is the lowest-priority document (57+ pages) — cap it to save memory. | |
| max_pages: | |
| Schedule: null | |
| Certificate: null | |
| StatementOfFact: null | |
| PolicyBooklet: 20 | |
| Unknown: 30 | |