#1
기능과 용도를 기준으로 고른 Ducky 대안 도구 12개입니다.
| 3 | Zilliz | zilliz.com | 10.89만 | -2.13만 (-16.4%) | Freemium, Paid, Free, Contact for Pricing | 미국 | 4.7 | 비교 |
| 4 | Algolia | algolia.com | 69만 | -8.55만 (-11%) | 무료+유료, 가격 문의 | 미국 | 4.7 | 비교 |
| 5 | Trieve | trieve.ai | 1.95천 | -276 (-12.4%) | 가격 문의 | 글로벌 | 4.7 | 비교 |
| 6 | Ragie | ragie.ai | 7.56천 | -2.77천 (-26.8%) | 무료+유료, 무료 체험, 무료 | 미국 | 4.4 | 비교 |
| 7 | Agentset | agentset.ai | 6.47천 | -2.68천 (-29.3%) | 무료+유료, 가격 문의 | 미국 | 4.6 | 비교 |
| 8 | Exa | exa.ai | 106.26만 | 15.28만 (+16.8%) | 무료+유료, 가격 문의 | 미국 | 4.5 | 비교 |
| 9 | Bocha AI Search | bochaai.com | 3.62만 | -331 (-0.9%) | 유료, 무료 | 중국 | 4.4 | 비교 |
| 10 | You.com | you.com | 94.83만 | 6.19만 (+7%) | 무료+유료 | 미국 | 4.4 | 비교 |
| 11 | Qdrant | qdrant.io | 7.3만 | -4.54만 (-38.4%) | 무료+유료, 가격 문의 | 인도 | 4.6 | 비교 |
| 12 | Shaped | shaped.ai | 1.19만 | -7.65천 (-39.2%) | 가격 문의 | 미국 | 4.8 | 비교 |
#1특화 강점Pinecone 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.
#2
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.

무료 / 오픈소스Trieve is an AI search and discovery platform and open API for building RAG applications. It combines hybrid search, chunk management, conversational AI and relevance analytics in one system, and can be used as a managed service or self-hosted.

무료 / 오픈소스신뢰할 수 있는 AI 채팅과 검색을 위한 오픈소스 RAG 플랫폼
특화 강점Bocha 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.
무료 / 오픈소스Qdrant is an open-source vector search engine and database, written in Rust, for high-performance similarity search in AI applications.
특화 강점Pinecone 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.
무료 / 오픈소스Trieve is an AI search and discovery platform and open API for building RAG applications. It combines hybrid search, chunk management, conversational AI and relevance analytics in one system, and can be used as a managed service or self-hosted.
특화 강점Bocha 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.