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Description
The Actian VectorAI DB is a versatile, local-first vector database tailored for AI applications that necessitate proximity to their data, making it suitable for edge, on-premises, and hybrid settings. This technology empowers developers to implement semantic search, retrieval-augmented generation (RAG), and AI-driven solutions independently of cloud resources, thereby eliminating issues related to latency, network reliance, and costs incurred per query. With its native vector storage capabilities and optimized similarity search, it employs methodologies such as approximate nearest neighbor indexing and HNSW algorithms to facilitate quick retrieval from extensive embedding datasets while achieving a balance between speed and precision. Additionally, it supports low-latency searches directly on devices, which may range from standard laptops to compact systems like Raspberry Pi, enabling timely decision-making and autonomous functions without the need for any network connectivity. Overall, the Actian VectorAI DB stands out as a powerful solution for developers looking to harness AI technologies effectively in diverse environments.
Description
TopK is a cloud-native document database that runs on a serverless architecture. It's designed to power search applications.
It supports both vector search (vectors being just another data type) as well as keyword search (BM25 style) in a single unified system. TopK's powerful query expression language allows you to build reliable applications (semantic, RAG, Multi-Modal, you name them) without having to juggle multiple databases or services.
The unified retrieval engine we are developing will support document transformation (automatically create embeddings), query comprehension (parse the metadata filters from the user query), adaptive ranking (provide relevant results by sending back "relevance-feedback" to TopK), all under one roof.
API Access
Has API
No
API Access
Has API
No
Screenshots View All
No images available
Integrations
Cohere
Yes
Docker
Yes
Hugging Face
Yes
OpenAI
Yes
Python
No
Raspberry Pi OS
Yes
Integrations
Cohere
No
Docker
No
Hugging Face
No
OpenAI
No
Python
Yes
Raspberry Pi OS
No
Pricing Details
No price information available.
Free Trial
No
Free Version
Yes
Pricing Details
No price information available.
Free Trial
Yes
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
No
iPhone App
No
iPad App
No
Android App
No
Windows
No
Mac
No
Linux
No
Chromebook
No
Customer Support
Business Hours
Yes
Live Rep (24/7)
No
Online Support
Yes
Customer Support
Business Hours
Yes
Live Rep (24/7)
Yes
Online Support
Yes
Types of Training
Training Docs
Yes
Webinars
Yes
Live Training (Online)
Yes
In Person
No
Types of Training
Training Docs
Yes
Webinars
Yes
Live Training (Online)
Yes
In Person
No
Vendor Details
Company Name
Actian
Founded
1980
Country
United States
Website
www.actian.com/databases/vectorai-db/
Vendor Details
Company Name
TopK
Founded
2024
Country
United States
Website
www.topk.io