SaaS Prototype Providing a Web Interface for Serverless Vector Databases
SaaS prototyp poskytující webové rozhraní pro serverless vektorové databáze
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České vysoké učení technické v Praze
Czech Technical University in Prague
Czech Technical University in Prague
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Táto práca sa špecializuje na návrh architektúry a vývoj prototypu Multiverse UI SaaS -- webovej aplikácie, ktorá je súčasťou serverless služby Multiverse. Multiverse je kompletné riešenie zamerané na optimalizované poskytovanie vektorových databáz. Táto optimalizácia sa dosahuje použitím serverless architektúry. Riešenie zahŕňa AWS Lambda na nasadenie aplikácie. Implementovaná aplikácia umožňuje správu používateľského účtu s možnosťou uloženia AWS Tokenu na autentifikáciu manipulácie s databázou prostredníctvom knižnice Multiverse. Používateľské rozhranie Multiverse poskytuje nástroje potrebné na analýzu prevádzky a výkonu. Zhromažďuje štatistiky, ktoré sa zobrazujú vo forme grafov na jednoduché porovnanie. Aplikácia slúži aj ako wrapper nad knižnicou Multiverse, aby sa zjednodušilo jej používanie. So znalosťou knižnice Multiverse možno vypočítať hrubé očakávané náklady pre zadanú prevádzku.
This theses is specializing in an architecture design and development of the prototype of a Multiverse UI SaaS -- a Web application part of the serverless Multiverse service. Multiverse is a complete solution, focused on optimized vector database provision. This optimization is achieved by the usage of the serverless architecture. The solution incorporates AWS Lambda to deploy the application. Implemented application allows a user account management with the option to store AWS Token to authenticate database manipulation through the Multiverse library. Multiverse UI provides the tools required for the traffic and performance analysis. It collects statistics, which are displayed as plots for easy comparison. Application also serves as a wrapper over Multiverse library, to simplify its usage. With the knowledge of the Multiverse library, rough expected costs for a specified traffic can be calculated.
This theses is specializing in an architecture design and development of the prototype of a Multiverse UI SaaS -- a Web application part of the serverless Multiverse service. Multiverse is a complete solution, focused on optimized vector database provision. This optimization is achieved by the usage of the serverless architecture. The solution incorporates AWS Lambda to deploy the application. Implemented application allows a user account management with the option to store AWS Token to authenticate database manipulation through the Multiverse library. Multiverse UI provides the tools required for the traffic and performance analysis. It collects statistics, which are displayed as plots for easy comparison. Application also serves as a wrapper over Multiverse library, to simplify its usage. With the knowledge of the Multiverse library, rough expected costs for a specified traffic can be calculated.