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2026년의 검색 엔진 지형은 Algolia가 만든 관리형 시장 위에, Meilisearch·Typesense·Manticore·OpenSearch·Vespa·ParadeDB·Orama 같은 셀프 호스트 대안이 폭발적으로 성장하면서 다시 그려졌다. 이 글은 각 엔진의 강점·약점·요금·성능·언어 토크나이저·RAG 친화도까지 한 호흡으로 정리한다.
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사이트 & 문서 검색 2026 — Algolia / Meilisearch / Typesense / Pagefind / Orama / Markprompt / kapa.ai 심층 비교
사이트 검색은 2026년이 되도록 여전히 "그냥 박스 하나"가 아니다. 매니지드(Algolia), 셀프호스팅(Meilisearch / Typesense / Elastic / OpenSearch), 정적 / 클라이언트(Pagefind / Orama / Lunr / Fuse / MiniSearch / FlexSearch), 그리고 AI 문서 검색(Markprompt / kapa.ai / Inkeep / Cody) — 4개 진영을 가르고, 임베딩 vs 키워드 vs 하이브리드 리트리벌을 비교하고, 한국·일본 검색 SDK까지 다루는 한 편짜리 지도다.