最佳 Marqo 替代方案與競爭對手

免費 / 開源為現代應用與電商打造的 AI 搜尋與檢索平台

免費 / 開源以嵌入、重排與讀取 API 打造的搜尋基礎架構

免費 / 開源AI 驅動的搜尋、推薦與商品營運，讓瀏覽者變成買家

免費 / 開源面向電商的 AI 搜尋、推薦與商品探索

免費 / 開源Pinecone is a managed vector database and AI knowledge platform for building retrieval-augmented generation (RAG), semantic search, and agent memory. It stores vector embeddings at scale, makes writes searchable within seconds with no index tuning, and keeps p99 latency steady as data grows. Pinecone powers products for more than 10,000 customers and over a million developers worldwide.

免費 / 開源自帶回饋閉環的相關性引擎

免費 / 開源Zilliz is the company behind Milvus, the open-source vector database, and offers Zilliz Cloud — a fully managed vector database service built for large-scale AI retrieval, RAG, and similarity search workloads.

免費 / 開源Bocha AI Search is a search engine built for AI applications. It returns clean, accurate, high-quality web results that AI agents and LLM apps can consume directly, and it ships with multimodal vertical agents for restaurants, hotels, attractions, flights, academic papers, and document libraries.

為電商打造的不使用 Cookie 的 AI 搜尋、商品營運與推薦

面向電商的語意與視覺 AI 搜尋及推薦

免費 / 開源把影片、音訊與文件變成可查詢資料列的多模態資料倉儲

免費 / 開源可自架或雲端託管的極速搜尋引擎