Qdrant vs Shaped

SpezialisiertExa 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.

SpezialisiertKI-Suche und Retrieval-Plattform für moderne Apps und Commerce

SpezialisiertPinecone 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.

Eine Suchbasis aus Embeddings, Rerankern und Reader-APIs

SpezialisiertEine Memory- und Continual-Learning-Engine, die jedem KI-Agenten dauerhaften Kontext gibt

Kostenlos / Open SourceBlitzschnelle Suchmaschine – selbst gehostet oder in der 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.

Kostenlos / Open SourceGraphdatenbank auf Objektspeicher für Agenten-Gedächtnis und Kontext

SpezialisiertSQL-native Vektordatenbank für produktive GenAI-Anwendungen

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.

SpezialisiertGraph-, Vektor- und Textabruf für KI-Agenten auf deinem Postgres

Kostenlos / Open SourceTrieve 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.