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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 Google Cloud Firestore?

Cloud Firestore is a powerful, fully managed NoSQL document database that operates without the need for server management, designed to optimize the storage, synchronization, and querying of data across mobile, web, and IoT applications worldwide. It includes client libraries that provide real-time synchronization and offline functionality, while its robust security features and seamless compatibility with Firebase and Google Cloud Platform (GCP) promote the swift creation of truly serverless applications. Firestore prioritizes an exceptional developer experience by offering built-in live synchronization, offline capabilities, and ACID transactions, all available through a wide range of client and server-side libraries. The system dynamically adapts to fluctuating demand, removing the burden of maintenance and achieving impressive availability rates ranging from 99.99% to 99.999% via dependable data replication. Functioning as a no-operations database, it allows users to pay only for the resources they utilize, thus circumventing upfront expenses and challenges associated with resource underuse. Its straightforward architecture facilitates direct interaction between applications and Firestore, significantly improving efficiency and performance. Furthermore, the platform benefits from continuous updates and enhancements, guaranteeing that developers can access the most current features and security improvements with ease, contributing to a more robust development ecosystem. This commitment to innovation ensures that Firestore remains a top choice for developers aiming to build scalable applications effectively.

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Integrations Supported

Agenty
Algolia
Cobalt
DataMorf
Divjoy
Elastic Observability
Estuary Flow
Flatly
Fuego
Gigasheet
Google Cloud Datastore
Google Cloud Speech-to-Text
Kickstart
Latenode
LaunchFast
Python
Raklet
Scispot
Shaped

Integrations Supported

Agenty
Algolia
Cobalt
DataMorf
Divjoy
Elastic Observability
Estuary Flow
Flatly
Fuego
Gigasheet
Google Cloud Datastore
Google Cloud Speech-to-Text
Kickstart
Latenode
LaunchFast
Python
Raklet
Scispot
Shaped

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Pricing Information

Pricing not provided.
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

Google

Date Founded

1998

Company Location

United States

Company Website

cloud.google.com/firestore

Categories and Features

NoSQL Database

Auto-sharding
Automatic Database Replication
Data Model Flexibility
Deployment Flexibility
Dynamic Schemas
Integrated Caching
Multi-Model
Performance Management
Security Management

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