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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
Integrations
Airtool
Azure Marketplace
Broxi AI
ChatGPT Plus
ChatGPT Pro
Cognee
CogniSync
Database Mart
Dropstone
Elestio
Integrations
Airtool
Azure Marketplace
Broxi AI
ChatGPT Plus
ChatGPT Pro
Cognee
CogniSync
Database Mart
Dropstone
Elestio
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