最佳 Marqo 替代方案和竞争对手

免费 / 开源面向现代应用与电商的 AI 搜索与检索平台

免费 / 开源以嵌入、重排与读取接口构建的搜索基础设施

免费 / 开源AI 驱动的搜索、推荐与商品运营，让浏览者变成买家

免费 / 开源面向电商的 AI 搜索、推荐与商品发现

免费 / 开源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.

免费 / 开源自带反馈闭环的相关性引擎

免费 / 开源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.

免费 / 开源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.

面向电商的无 Cookie AI 搜索、商品运营与推荐

面向电商的语义与视觉 AI 搜索及推荐

免费 / 开源把视频、音频与文档变成可查询数据行的多模态数据仓库

免费 / 开源可自托管或云托管的极速搜索引擎