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Average Ratings 0 Ratings

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ease
features
design
support

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Write a Review

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.

Description

Substrate serves as the foundation for agentic AI, featuring sophisticated abstractions and high-performance elements, including optimized models, a vector database, a code interpreter, and a model router. It stands out as the sole compute engine crafted specifically to handle complex multi-step AI tasks. By merely describing your task and linking components, Substrate can execute it at remarkable speed. Your workload is assessed as a directed acyclic graph, which is then optimized; for instance, it consolidates nodes that are suitable for batch processing. The Substrate inference engine efficiently organizes your workflow graph, employing enhanced parallelism to simplify the process of integrating various inference APIs. Forget about asynchronous programming—just connect the nodes and allow Substrate to handle the parallelization of your workload seamlessly. Our robust infrastructure ensures that your entire workload operates within the same cluster, often utilizing a single machine, thereby eliminating delays caused by unnecessary data transfers and cross-region HTTP requests. This streamlined approach not only enhances efficiency but also significantly accelerates task execution times.

API Access

Has API No 

API Access

Has API Yes 

Screenshots View All

Screenshots View All

Integrations

Activepieces Yes 
Azure Marketplace Yes 
ChatGPT Plus Yes 
ChatGPT Pro Yes 
Cognee Yes 
Coral Yes 
Database Mart Yes 
Dropstone Yes 
IBM watsonx.data Yes 
Kong AI Gateway Yes 
LLMWare.ai Yes 
Langflow Yes 
Langtrace Yes 
Mimasa AI Yes 
NLWeb Yes 
OpenLIT Yes 
Python No 
Stable Diffusion No 
Workers by Delos Yes 
voyage-code-3 Yes 

Integrations

Activepieces No 
Azure Marketplace No 
ChatGPT Plus No 
ChatGPT Pro No 
Cognee No 
Coral No 
Database Mart No 
Dropstone No 
IBM watsonx.data No 
Kong AI Gateway No 
LLMWare.ai No 
Langflow No 
Langtrace No 
Mimasa AI No 
NLWeb No 
OpenLIT No 
Python Yes 
Stable Diffusion Yes 
Workers by Delos No 
voyage-code-3 No 

Pricing Details

No price information available.
Free Trial No 
Free Version Yes 

Pricing Details

$30 per month
Free Trial No 
Free Version No 

Deployment

Web-Based Yes 
On-Premises Yes 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Types of Training

Training Docs Yes 
Webinars Yes 
Live Training (Online) No 
In Person Yes 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) Yes 
In Person No 

Vendor Details

Company Name

Qdrant

Founded

2021

Country

Germany

Website

qdrant.tech/

Vendor Details

Company Name

Substrate

Founded

2023

Country

United States

Website

www.substrate.run/

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