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What is Qdrant?

Qdrant operates as an advanced vector similarity engine and database, providing an API service that allows users to locate the nearest high-dimensional vectors efficiently. By leveraging Qdrant, individuals can convert embeddings or neural network encoders into robust applications aimed at matching, searching, recommending, and much more. It also includes an OpenAPI v3 specification, which streamlines the creation of client libraries across nearly all programming languages, and it features pre-built clients for Python and other languages, equipped with additional functionalities. A key highlight of Qdrant is its unique custom version of the HNSW algorithm for Approximate Nearest Neighbor Search, which ensures rapid search capabilities while permitting the use of search filters without compromising result quality. Additionally, Qdrant enables the attachment of extra payload data to vectors, allowing not just storage but also filtration of search results based on the contained payload values. This functionality significantly boosts the flexibility of search operations, proving essential for developers and data scientists. Its capacity to handle complex data queries further cements Qdrant's status as a powerful resource in the realm of data management.

What is Prefixbox?

Prefixbox offers AI-driven solutions for Search, Navigation, Recommendations, and Insights, enhancing the shopping journey and leading to higher conversion rates and increased revenue. By leveraging these advanced technologies, businesses can create a more engaging and efficient experience for their customers.

Media

Media

Integrations Supported

Azure Marketplace
Broxi AI
ChatGPT Pro
Cognee
Coral
Database Mart
ElectroNeek
Elestio
Knolli
Langflow
Langtrace
Mazaal AI
Mimasa AI
NLWeb
OpenLIT
Unremot
Workers by Delos

Integrations Supported

BigCommerce
Salesforce Agentforce Commerce
Salesforce B2C Commerce

API Availability

API Availability

Has API

Pricing Information

Pricing not provided
Free Version

Pricing Information

389$
Prefixbox's AI Search, AI Recommend, and AI Navigation suites are priced based on the number of API requests per month and all come with access to Prefixbox's Insights and Experimentation Suite.

All plans come with a 30 day free trial.

AI Navigation and AI Recommend only available as add-ons for the AI Search suite.


AI Search includes:
- AI Search Engine
- Vector Search
- Merchandizing
- Rich Autocomplete
- Personalization
- Re-Ranking AI
- NLP

AI Navitagion includes:
- Related Products
- Related Keywords
- Related Categories

AI Recommend includes:
- Personalized Recommendations
- Complementary Recommendations
- Visual Recommendations
Free Trial Offered?

Supported Platforms

SaaS
On-Prem

Supported Platforms

SaaS

Customer Service / Support

Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
On-Site Training

Training Options

Documentation Hub
Online Training

Company Facts

Organization Name

Qdrant

Date Founded

2021

Company Location

Germany

Company Website

qdrant.tech/

Company Facts

Organization Name

Prefixbox

Date Founded

2014

Company Location

Budapest, Hungary

Company Website

www.prefixbox.com

Categories and Features

AI Memory Layers

Not specified

Context Engineering

Not specified

eCommerce Search

Not specified

Neural Search

Not specified

Site Search

Not specified

Vector Databases

Not specified

Categories and Features

eCommerce Search

Not specified

Site Search

Not specified

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