"""Company search provider — queries contacts with type='company'.""" from __future__ import annotations import logging import uuid from typing import Any from sqlalchemy import text from sqlalchemy.ext.asyncio import AsyncSession logger = logging.getLogger(__name__) class CompanySearchProvider: """Search provider for Company entities (contacts with type='company').""" entity_type = "company" async def search_fts( self, db: AsyncSession, tsquery: str, tenant_id: uuid.UUID, limit: int, ) -> list[dict[str, Any]]: """Full-text search on contacts.search_tsv where type='company'.""" sql = text( """ SELECT c.*, ts_rank(c.search_tsv, to_tsquery('pg_catalog.german', :q)) AS rank FROM contacts c WHERE c.tenant_id = :tid AND c.deleted_at IS NULL AND c.type = 'company' AND c.search_tsv @@ to_tsquery('pg_catalog.german', :q) ORDER BY rank DESC LIMIT :lim """ ) result = await db.execute( sql, {"q": tsquery, "tid": tenant_id, "lim": limit}, ) rows = result.mappings().all() return [dict(r) for r in rows] async def search_vector( self, db: AsyncSession, embedding: list[float], tenant_id: uuid.UUID, limit: int, ) -> list[dict[str, Any]]: """Semantic search on contacts.embedding where type='company'.""" sql = text( """ SELECT c.*, 1 - (c.embedding <=> cast(:emb AS vector)) AS score FROM contacts c WHERE c.tenant_id = :tid AND c.deleted_at IS NULL AND c.type = 'company' AND c.embedding IS NOT NULL ORDER BY c.embedding <=> cast(:emb AS vector) LIMIT :lim """ ) result = await db.execute( sql, {"emb": str(embedding), "tid": tenant_id, "lim": limit}, ) rows = result.mappings().all() return [dict(r) for r in rows] async def get_embedding_text( self, db: AsyncSession, entity_id: uuid.UUID, tenant_id: uuid.UUID, ) -> str: """Get text for embedding generation.""" sql = text( """ SELECT displayname, name, email_1, email_2, phone_1, website, mailing_city, tags, vat_code FROM contacts WHERE id = :eid AND tenant_id = :tid AND type = 'company' """ ) result = await db.execute(sql, {"eid": entity_id, "tid": tenant_id}) row = result.mappings().first() if not row: return "" parts = [ row.get("displayname", ""), row.get("name", ""), row.get("email_1", ""), row.get("phone_1", ""), row.get("website", ""), row.get("mailing_city", ""), row.get("tags", ""), ] return " ".join(str(p) for p in parts if p) def to_search_result(self, entity: object) -> dict[str, Any]: """Convert company to search result dict.""" if isinstance(entity, dict): name = entity.get("name", "") or entity.get("displayname", "") email = entity.get("email_1", "") or "" entity_id = str(entity.get("id", "")) else: name = getattr(entity, "name", "") or getattr(entity, "displayname", "") email = getattr(entity, "email_1", "") or "" entity_id = str(getattr(entity, "id", "")) return { "entity_type": self.entity_type, "entity_id": entity_id, "title": name, "snippet": email[:200], "score": 0.0, "data": {}, }