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About

Qdrant is a vector similarity engine & vector database. It deploys as an API service providing search for the nearest high-dimensional vectors. With Qdrant, embeddings or neural network encoders can be turned into full-fledged applications for matching, searching, recommending, and much more! Provides the OpenAPI v3 specification to generate a client library in almost any programming language. Alternatively utilise ready-made client for Python or other programming languages with additional functionality. Implement a unique custom modification of the HNSW algorithm for Approximate Nearest Neighbor Search. Search with a State-of-the-Art speed and apply search filters without compromising on results. Support additional payload associated with vectors. Not only stores payload but also allows filter results based on payload values.

About

TopK is a serverless, cloud-native, document database built for powering search applications. It features native support for both vector search (vectors are simply another data type) and keyword search (BM25-style) in a single, unified system. With its powerful query expression language, TopK enables you to build reliable search applications (semantic search, RAG, multi-modal, you name it) without juggling multiple databases or services. Our unified retrieval engine will evolve to support document transformation (automatically generate embeddings), query understanding (parse metadata filters from user query), and adaptive ranking (provide more relevant results by sending “relevance feedback” back to TopK) under one unified roof.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Anyone interested in a vector search engine

Audience

AI-driven applications, RAG, search engines

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

No images available

Pricing

No information available.
Free Version
Free Trial

Pricing

No information available.
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Qdrant
Founded: 2021
Germany
qdrant.tech/

Company Information

TopK
Founded: 2024
United States
www.topk.io

Alternatives

Alternatives

txtai

txtai

NeuML
Astra DB

Astra DB

DataStax

Categories

Categories

Integrations

Activepieces
Airtool
Azure Marketplace
ChatGPT Plus
Cognee
Coral
IBM watsonx.data
Kong AI Gateway
LLMWare.ai
Langflow
Langtrace
Leo
NLWeb
OmniMind
OpenLIT
Peaka
Python
Skott
Unremot
voyage-code-3

Integrations

Activepieces
Airtool
Azure Marketplace
ChatGPT Plus
Cognee
Coral
IBM watsonx.data
Kong AI Gateway
LLMWare.ai
Langflow
Langtrace
Leo
NLWeb
OmniMind
OpenLIT
Peaka
Python
Skott
Unremot
voyage-code-3
Claim Qdrant and update features and information
Claim Qdrant and update features and information
Claim TopK and update features and information
Claim TopK and update features and information