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Description
BilberryDB is a robust vector-database solution tailored for enterprises, aimed at facilitating the development of AI applications that can manage various types of multimodal data, such as images, video, audio, 3D models, tabular data, and text, all within a single unified framework. It delivers rapid similarity search and retrieval through the use of embeddings, supports few-shot or no-code workflows that empower users to establish effective search and classification functionalities without the necessity for extensive labeled datasets, and provides a developer SDK, including TypeScript, alongside a visual builder to assist non-technical users. The platform prioritizes quick query responses in under a second, enabling the effortless integration of different data types and the swift launch of apps enhanced with vector-search capabilities ("Deploy as an App"), allowing organizations to develop AI-powered systems for search, recommendations, classification, or content discovery without the need to construct their own infrastructure from the ground up. Furthermore, its comprehensive features make it an ideal choice for companies looking to leverage AI technology efficiently and effectively.
Description
Qdrant serves as a sophisticated vector similarity engine and database, functioning as an API service that enables the search for the closest high-dimensional vectors. By utilizing Qdrant, users can transform embeddings or neural network encoders into comprehensive applications designed for matching, searching, recommending, and far more. It also offers an OpenAPI v3 specification, which facilitates the generation of client libraries in virtually any programming language, along with pre-built clients for Python and other languages that come with enhanced features. One of its standout features is a distinct custom adaptation of the HNSW algorithm used for Approximate Nearest Neighbor Search, which allows for lightning-fast searches while enabling the application of search filters without diminishing the quality of the results. Furthermore, Qdrant supports additional payload data tied to vectors, enabling not only the storage of this payload but also the ability to filter search outcomes based on the values contained within that payload. This capability enhances the overall versatility of search operations, making it an invaluable tool for developers and data scientists alike.
API Access
Has API
API Access
Has API
Integrations
Activepieces
Airtool
Broxi AI
ChatGPT Plus
ChatGPT Pro
Cognee
CogniSync
Coral
Database Mart
Dropstone
Integrations
Activepieces
Airtool
Broxi AI
ChatGPT Plus
ChatGPT Pro
Cognee
CogniSync
Coral
Database Mart
Dropstone
Pricing Details
Free
Free Trial
Free Version
Pricing Details
No price information available.
Free Trial
Free Version
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Vendor Details
Company Name
BilberryDB
Founded
2016
Country
France
Website
bilberrydb.com
Vendor Details
Company Name
Qdrant
Founded
2021
Country
Germany
Website
qdrant.tech/