Marqo 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 SourceQdrant is an open-source vector search engine and database, written in Rust, for high-performance similarity search in AI applications.

Kostenlos / Open SourceBocha 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.

Kostenlos / Open SourceEin multimodales Data Warehouse, das Video, Audio und Dokumente in abfragbare Zeilen verwandelt

Kostenlos / Open SourceKI-gestützte Suche, Empfehlungen und Produktentdeckung für E-Commerce

SpezialisiertSQL-native Vektordatenbank für produktive GenAI-Anwendungen