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ease
features
design
support

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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

To initiate a search, simply enter your desired term into the search field and hit the enter key. For optimal results, it is advisable to choose terms that are likely to be located on the same line in the content. Additionally, any characters included in your search will be considered as part of the inquiry itself, so searching for a term like i++; is valid and should yield relevant results across various code bases. Users can narrow their search results by utilizing the available refinement options to filter by specific sources or programming languages. By selecting one or more filters and clicking the "Apply" button, the interface will adjust to your preferences. Notably, filters on the standard interface will remain active across multiple searches, making it easier to focus on a particular repository or language without needing to reapply them. If you wish to remove filters, you can deselect them individually and click on "Filter Selected," or opt for the "Clear Filters" button to reset all active filters at once. However, be aware that the filters on the HTML-only page will be reset with each new search performed. This feature ensures a fresh start for each search, allowing for greater flexibility in your queries.

API Access

Has API

API Access

Has API

Screenshots View All

Screenshots View All

Integrations

Airtool
Azure Marketplace
Broxi AI
ChatGPT Plus
ChatGPT Pro
Cognee
CogniSync
Database Mart
Dropstone
Elestio
IBM watsonx.data
Knolli
Kong AI Gateway
LLMWare.ai
Langflow
NLWeb
OmniMind
Prem AI
Skott
voyage-code-3

Integrations

Airtool
Azure Marketplace
Broxi AI
ChatGPT Plus
ChatGPT Pro
Cognee
CogniSync
Database Mart
Dropstone
Elestio
IBM watsonx.data
Knolli
Kong AI Gateway
LLMWare.ai
Langflow
NLWeb
OmniMind
Prem AI
Skott
voyage-code-3

Pricing Details

No price information available.
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

Qdrant

Founded

2021

Country

Germany

Website

qdrant.tech/

Vendor Details

Company Name

searchcode

Website

searchcode.com

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