Serverless Vector Search

SvectorDB is a serverless AWS vector database that supports instant upserts, deletions, and hybrid vector‑Lucene searches. It offers built‑in text and image vectorizers, custom embedding import, and scales to one million records per database.

Zilliz Cloud is a fully managed Milvus-based vector database offering billion-scale similarity search, multi-cloud serverless and distributed clusters, SDKs and APIs, embedding pipelines, AUTOINDEX/Cardinal acceleration, RBAC and observability for RAG, semantic search, and recommender systems.

Pinecone is a vector database enabling real‑time semantic search with instant indexing, hybrid keyword‑embedding queries, metadata filtering, and namespace isolation. It auto‑scales, offers high‑availability, and integrates with AWS, GCP, Azure while meeting SOC 2, GDPR, ISO 27001, and HIPAA securit

VectorShift is a no‑code AI platform that lets users build AI applications with drag‑and‑drop components. It handles JSON, CSV, PDF inputs, connects to LLM APIs and enterprise services, and provides an SDK for code‑based workflows.

MyScale is a SQL-native vector database combining MSTG vector indexes (configurable metrics) and BM25 full-text search for semantic and lexical retrieval, supporting SQL–vector joins, metadata filtering, fast ingestion, observability, SDK integrations, and SQL-based RBAC.

TiDB is an AI tool designed for efficient database management, featuring knowledge graph-based retrieval, serverless vector storage, foreign key support, and vector search, catering to developers and data analysts for enhanced data operations.

Infinity is an AI‑native database offering hybrid search across dense/sparse embeddings, tensors, and full‑text with optional RRF, weighted‑sum, or ColBERT reranking. It delivers 0.1 ms latency, 15 k qps, supports strings, numerics, and vectors for LLM developers, data scientists, and AI engineers.

Langbase offers a serverless platform for building, deploying, and scaling AI agents. It unifies access to 600+ LLMs, provides built‑in memory, vector, and file storage, and supports durable multi‑step workflows with monitoring and custom actions.

Vectorize is a modular AI platform for building, deploying, and managing intelligent agents with persistent memory. It offers end‑to‑end context engineering, data connectors, automated pipelines, semantic search, and enterprise security for reliable RAG solutions.