Algolia vs Shaped

Chuyên sâuExa is a search API and web research tool designed for AI applications. It gives agents clean, structured, real-time web data with semantic search, crawling, enrichment and deep research from a single endpoint.

Chuyên sâuPinecone 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.

Nền tảng tìm kiếm dựng từ embeddings, reranker và API đọc trang

Chuyên sâuCỗ máy bộ nhớ và học liên tục mang ngữ cảnh bền vững cho mọi AI agent

Miễn phí / Mã nguồn mởCông cụ tìm kiếm siêu nhanh, tự vận hành hoặc dùng cloud

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.

Miễn phí / Mã nguồn mởQdrant is an open-source vector search engine and database, written in Rust, for high-performance similarity search in AI applications.

Chuyên sâuCơ sở dữ liệu vector thuần SQL cho ứng dụng GenAI production

Nền tảng tìm kiếm thương mại điện tử và khám phá sản phẩm gốc AI, biến nó thành lựa chọn thay thế mạnh mẽ cho tìm kiếm cửa hàng trực tuyến.

SvectorDB is a natively serverless vector database designed around AWS. It offers pay-per-request pricing, hybrid key-value filtering, built-in text and image vectorizers, and CloudFormation support, making it cheap and simple to add semantic search or recommendations to an existing cloud stack.

Chuyên sâuTruy xuất đồ thị, vector và văn bản cho AI agent trên Postgres của bạn

Miễn phí / Mã nguồn mởTrieve 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.