"""Per-source result shaping for `/search` -- module 5 phase 4 (kb/phases/kb-m5-faza4.md, §4 response shape, §6/decision 3 links). `kb_retrieval.retrieval` only ever touches `document_chunk`/`document_summary`; the join to `envelope` (for `source` and link/metadata fields) is new HTTP-layer code that belongs to kb-query, not the shared retrieval package. Paperless link format verified live 2026-07-22: `curl -I https://paper.kapala.org/documents/1/details` -> 302 to `/accounts/login/?next=/documents/1/details` (unauthenticated, but confirms the route exists and is handled by the Angular app, not a 404) -- the plan's candidate format. Gmail has nothing to link to (plan §2 decision 3: `envelope_id` **is** the Message-ID already, nothing to extract) -- `mail_ui_url` stays a reserved `null` until kb-00's future mail-UI. """ from __future__ import annotations from typing import Optional PAPERLESS_LINK_TEMPLATE = "https://paper.kapala.org/documents/{doc_id}/details" def _extract_headers(entities: list) -> dict: for entity in entities or []: if isinstance(entity, dict) and entity.get("type") == "headers": return entity return {} def _format_from(headers: dict) -> Optional[str]: frm = headers.get("from") if not isinstance(frm, dict): return None name = frm.get("name") address = frm.get("address") if name and address: return f"{name} <{address}>" return address or name def _paperless_link(envelope_id: str) -> str: # envelope_id is "paperless:" (paperless_adapter.py:126) -- the raw Paperless doc id # is everything after the first colon. doc_id = envelope_id.split(":", 1)[1] if ":" in envelope_id else envelope_id return PAPERLESS_LINK_TEMPLATE.format(doc_id=doc_id) def build_result(chunk: dict, envelope: Optional[dict]) -> dict: """One `/search` result item: retrieval hit (`chunk`) + its envelope metadata (`envelope`, `None` if the envelope vanished between chunk-embedding and this query -- shouldn't happen on a read-only corpus, but the join must not crash on it).""" source = (envelope or {}).get("source", "unknown") result = { "envelope_id": chunk["envelope_id"], "source": source, "dist": chunk["dist"], "chunk_index": chunk["chunk_index"], "text": chunk["text"], } if source == "paperless": result["link"] = _paperless_link(chunk["envelope_id"]) return result if source == "gmail": headers = _extract_headers((envelope or {}).get("entities", [])) result["subject"] = headers.get("subject") result["from"] = _format_from(headers) result["date"] = headers.get("date_raw") result["link"] = None result["mail_ui_url"] = None return result result["link"] = None return result