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What is TopK?

TopK is an innovative document database that operates in a cloud-native environment with a serverless framework, specifically tailored for enhancing search applications. This system integrates both vector search—viewing vectors as a distinct data type—and traditional keyword search using the BM25 model within a cohesive interface. TopK's advanced query expression language empowers developers to construct dependable applications across various domains, such as semantic, retrieval-augmented generation (RAG), and multi-modal applications, without the complexity of managing multiple databases or services. Furthermore, the comprehensive retrieval engine being developed will facilitate document transformation by automatically generating embeddings, enhance query comprehension by interpreting metadata filters from user inquiries, and implement adaptive ranking by returning "relevance feedback" to TopK, all seamlessly integrated into a single platform for improved efficiency and functionality. This unification not only simplifies development but also optimizes the user experience by delivering precise and contextually relevant search results.

What is Azure AI Search?

Deliver outstanding results through a sophisticated vector database tailored for advanced retrieval augmented generation (RAG) and modern search techniques. Focus on substantial expansion with an enterprise-class vector database that incorporates robust security protocols, adherence to compliance guidelines, and ethical AI practices. Elevate your applications by utilizing cutting-edge retrieval strategies backed by thorough research and demonstrated client success stories. Seamlessly initiate your generative AI application with easy integrations across multiple platforms and data sources, accommodating various AI models and frameworks. Enable the automatic import of data from a wide range of Azure services and third-party solutions. Refine the management of vector data with integrated workflows for extraction, chunking, enrichment, and vectorization, ensuring a fluid process. Provide support for multivector functionalities, hybrid methodologies, multilingual capabilities, and metadata filtering options. Move beyond simple vector searching by integrating keyword match scoring, reranking features, geospatial search capabilities, and autocomplete functions, thereby creating a more thorough search experience. This comprehensive system not only boosts retrieval effectiveness but also equips users with enhanced tools to extract deeper insights from their data, fostering a more informed decision-making process. Furthermore, the architecture encourages continual innovation, allowing organizations to stay ahead in an increasingly competitive landscape.

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Integrations Supported

Azure AI Foundry Agent Service
Azure AI Services
Azure Machine Learning
Azure Marketplace
Azure OpenAI Service
Cognee
Microsoft Azure
Microsoft Copilot Studio
Microsoft Intelligent Data Platform
Python
Titan CMS

Integrations Supported

Azure AI Foundry Agent Service
Azure AI Services
Azure Machine Learning
Azure Marketplace
Azure OpenAI Service
Cognee
Microsoft Azure
Microsoft Copilot Studio
Microsoft Intelligent Data Platform
Python
Titan CMS

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Pricing Information

$0.11 per hour
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

TopK

Date Founded

2024

Company Location

United States

Company Website

www.topk.io

Company Facts

Organization Name

Microsoft

Date Founded

1975

Company Location

United States

Company Website

azure.microsoft.com/en-us/products/ai-services/ai-search/

Categories and Features

Enterprise Search

AI / Machine Learning
Faceted Search / Filtering
Full Text Search
Fuzzy Search
Indexing
Text Analytics
eDiscovery

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