VectorDB - Alternatives & Competitors
VectorDB
VectorDB is a lightweight Python library for efficient text storage and retrieval using vector search. Ideal for low-latency applications requiring semantic search capabilities.
Home page: https://vectordb.com

Ranked by Relevance
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1
SvectorDB Serverless vector database built for AWS
SvectorDB is a cost-effective serverless vector database specifically designed for AWS that offers pay-per-use pricing and seamless scaling from prototype to production.
- Usage Based
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2
client-vector-search Embed, store, and search vectors on the client side!
client-vector-search enables developers to implement client-side semantic search using vector embeddings, offering fast computation and search capabilities directly in the browser.
- Freemium
- From 20$
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3
KDB.AI The Scalable Vector Database for AI
KDB.AI is a scalable vector database designed for building production-grade AI applications, offering high uptime and low latency search capabilities.
- Freemium
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4
Zilliz Cloud High-Performance Vector Database Made Serverless.
Zilliz Cloud is a fully-managed vector database service built on Milvus, designed for speed, scalability, and high performance in AI applications.
- Freemium
- From 99$
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5
Milvus The High-Performance Vector Database Built for Scale
Milvus is an open-source vector database designed for GenAI applications. It offers high-speed searches and scales to billions of vectors with minimal performance loss.
- Freemium
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6
Pinecone The Vector Database for Building Accurate and Performant AI Applications
Pinecone is a leading vector database designed for creating and scaling high-performance, accurate AI applications. It offers a fully managed, scalable infrastructure for managing vector embeddings.
- Freemium
- From 25$
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7
Qdrant High-Performance Vector Search at Scale
Qdrant is a leading open-source vector database and similarity search engine designed for high-dimensional vectors and massive-scale AI applications. It offers cloud-native scalability, ease of use, cost efficiency, and Rust-powered reliability.
- Freemium
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8
Chroma The open-source AI application database with built-in embeddings and vector search capabilities
Chroma is an open-source database solution designed specifically for AI applications, offering integrated embeddings, vector search, document storage, and multi-modal retrieval capabilities.
- Free
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9
VecRank AI Vector Search + Rerank API with zero infrastructure
VecRank AI offers a scalable, AI-driven search solution with vector search and reranking capabilities. It enhances natural language understanding and contextual relevance for developers and businesses.
- Freemium
- From 9$
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10
CodableAI Your Ultimate Vector Database Platform
CodableAI is a comprehensive vector database platform offering advanced APIs for embedding generation, vector search, and database management. It enables businesses to create real-time AI applications with capabilities for processing up to 80K tokens and managing up to 50 million vectors.
- Contact for Pricing
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11
lantern.dev Open-source Postgres vector database and toolkit for building production-ready AI applications
Lantern is a cloud-based vector database solution that extends Postgres with advanced vector search capabilities, embedding generation, and LLM integrations for AI applications.
- Freemium
- From 44$
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12
turbopuffer Serverless Vector and Full-Text Search
turbopuffer offers a serverless vector and full-text search solution built on object storage, delivering high speed, scalability, and cost-effectiveness.
- Contact for Pricing
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13
InfiniFlow The AI-Native Database for LLM Applications
InfiniFlow is a high-performance database solution designed specifically for LLM applications, offering hybrid search capabilities across dense embedding, sparse embedding, tensor, and full-text data with millisecond-level latency.
- Other
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14
Vectorize Build RAG Applications 10X Faster
Vectorize is a RAG-as-a-Service platform designed to accelerate AI application development by simplifying the process of connecting unstructured data to Large Language Models (LLMs). It automatically extracts and optimizes data from various sources for efficient vector search.
- Freemium
- From 99$
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15
TopK Embeddings + database + ranking in a single API.
TopK provides a unified API for embeddings, database management, and ranking, simplifying complex search stack implementations for developers.
- Contact for Pricing
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16
Weaviate The AI-native database for a new generation of software
Weaviate is an open-source vector database that enables developers to build AI-native applications with improved search capabilities, reduced hallucination, and enhanced data security. It supports hybrid search, RAG, and generative feedback loops.
- Freemium
- From 25$
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17
Vald A Highly Scalable Distributed Vector Search Engine
Vald is a cloud-native, highly scalable distributed vector search engine using the NGT algorithm for fast approximate nearest neighbor searches. It features automatic indexing, backup, and horizontal scaling for handling billions of vectors.
- Free
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18
Embed API Create Custom Embeddings for Your Data
Embed API offers an API for generating custom vector embeddings from text, images, and audio, designed to enhance AI applications and LLM performance.
- Freemium
- From 29$
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19
Meilisearch Refreshingly simple search, enhanced by AI
Meilisearch is a lightning-fast, flexible, and user-focused search engine enhanced by AI, designed for seamless integration into websites and applications.
- Freemium
- From 30$
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20
Trieve AI search for the modern world
Trieve is an end-to-end AI-powered search and discovery platform that offers semantic vector search, hybrid search capabilities, and RAG experiences through a unified API.
- Freemium
- From 25$
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21
Embedditor Open-source MS Word equivalent for embedding to enhance your vector search
Embedditor is an open-source embedding tool designed to optimize metadata and tokens for more efficient and accurate vector search in large language models (LLMs).
- Free
- API
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22
ApertureDB Unify multimodal data, knowledge graphs, and vector search for rapid AI deployments.
ApertureDB is a purpose-built database designed to simplify the management of multimodal data for AI applications. It integrates multimodal data storage, knowledge graphs, and vector search to accelerate AI development.
- Free Trial
- From 238$
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