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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

Chroma is an open-source embedding database that is designed specifically for AI applications. It provides a comprehensive set of tools for working with embeddings, making it easier for developers to integrate this technology into their projects. Chroma is focused on developing a database that continually learns and evolves. You can contribute by addressing an issue, submitting a pull request, or joining our Discord community to share your feature suggestions and engage with other users. Your input is valuable as we strive to enhance Chroma's functionality and usability.

API Access

Has API No 

API Access

Has API No 

Screenshots View All

Screenshots View All

Integrations

Broxi AI Yes 
Cognee Yes 
Coral Yes 
Database Mart Yes 
Elestio Yes 
LLMWare.ai Yes 
Langflow Yes 
Langtrace Yes 
Activepieces Yes 
Airtool Yes 
Apify Yes 
Azure Marketplace Yes 
ChatGPT Pro Yes 
IBM watsonx.data Yes 
Kong AI Gateway Yes 
LangGraph No 
Leo Yes 
Peaka Yes 
Unremot Yes 
voyage-code-3 Yes 

Integrations

Broxi AI Yes 
Cognee Yes 
Coral Yes 
Database Mart Yes 
Elestio Yes 
LLMWare.ai Yes 
Langflow Yes 
Langtrace Yes 
Activepieces No 
Airtool No 
Apify No 
Azure Marketplace No 
ChatGPT Pro No 
IBM watsonx.data No 
Kong AI Gateway No 
LangGraph Yes 
Leo No 
Peaka No 
Unremot No 
voyage-code-3 No 

Pricing Details

No price information available.
Free Trial No 
Free Version Yes 

Pricing Details

Free
Open source
Free Trial No 
Free Version Yes 

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 Yes 
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 No 

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) No 
In Person No 

Vendor Details

Company Name

Qdrant

Founded

2021

Country

Germany

Website

qdrant.tech/

Vendor Details

Company Name

Chroma

Founded

2022

Country

United States

Website

www.trychroma.com

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