Best Vector Database Software - Page 3
Vector databases are a type of database that store data as vectors. Vectors are mathematical representations of features of a data point. Depending on the granularity of the data, each vector has a certain number of dimensions. Vector databases help classify complex or unstructured data by representing all of its different characteristics or features as vectors.
Vector databases are different from traditional databases because they're not built to store and manage complex data but only structured data. Vector databases differ from relational databases in retrieving results. Relational databases retrieve results that are an exact match, whereas vector databases help in complex search capabilities. Vector databases index and store all the vector embeddings for similarity search. Embedding is the way of clustering similar data points together. They play a major role in forming strong recommendation systems, semantic search, fraud detection or outlier detection, and so on.
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Best Vector Database Software At A Glance
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Essofore is a document store powered by a semantic search engine that understands the meaning of your query rather than searching for keywords in your query. You can use it to develop enterprise searc
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Graphium Labs offers HyperGraph, a robust data and compute platform engineered to scale seamlessly from startup environments to mega-hyper-scale operations. Available as both an on-premise solution an
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Hazelcast Platform is the Live Data Platform that delivers data at the speed of relevance, providing the in‑memory foundation for applications that act on data the instant it's created—ensuring busine
- 54% Small-Business
- 23% Enterprise
9,485 Twitter followers
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820,999 Twitter followers
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Positron is a Reno-based AI hardware startup specializing in the development of energy-efficient, high-performance AI inference chips. Founded in 2023, the company focuses on creating domestically man
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Pulse is a platform that gives you everything you need to maintain your OpenSearch and Elasticsearch operations at scale, to improve performance, save time and reduce overhead costs. Pulse offers a
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VectorX DB is a high-performance, secure vector database built for GenAI, RAG, and AI agent workloads. It offers ultra-fast hybrid search, queryable encryption, and memory-efficient indexing — ideal f
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Xata is a serverless Postgres platform. Built on top of PostgreSQL, Xata provides a full-text and vector search engine, record-level file attachments, table-level aggregations and exposes a single con
- 75% Small-Business
- 25% Mid-Market
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ZeusDB Vector Database is a vector database management system that stores, indexes, and queries high-dimensional vector embeddings for AI and machine learning applications. Founded in 2012 and head
