Data Science Dojo
MARCH 30, 2023
In the illustration below, we are showing how different types of applications can access a database using REST API. Layered System: REST API should be designed in a layered system architecture, where each layer has a specific role and responsibility. Code on Demand : REST API supports the execution of code on demand.
Smart Data Collective
AUGUST 12, 2022
Organizations that need servers for their databases or cloud computing can’t just go out and buy the first option that presents itself, though. Type of database. If you’re looking for a database server, you’ll need something built for the job. Here’s one of the most common server databases. MS SQL Server.
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O'Reilly Media
NOVEMBER 19, 2024
Store these chunks in a vector database, indexed by their embedding vectors. The various flavors of RAG borrow from recommender systems practices, such as the use of vector databases and embeddings. Here’s a simple rough sketch of RAG: Start with a collection of documents about a domain. Split each document into chunks.
AWS Machine Learning Blog
OCTOBER 14, 2024
Solution overview For our custom multimodal chat assistant, we start by creating a vector database of relevant text documents that will be used to answer user queries. Amazon OpenSearch Service is a powerful, highly flexible search engine that allows users to retrieve data based on a variety of lexical and semantic retrieval approaches.
DECEMBER 6, 2023
During the embeddings experiment, the dataset was converted into embeddings, stored in a vector database, and then matched with the embeddings of the question to extract context. The generated query is then run against the database to fetch the relevant context. Based on the initial tests, this method showed great results.
Dataconomy
MARCH 3, 2025
By spreading out data storage, blockchain reduces the vulnerability associated with centralized points of failure typical in traditional databases. In contrast to standard databases managed by a central authority, blockchain promotes direct peer-to-peer exchanges and renders middlemen unnecessary.
Smart Data Collective
JUNE 10, 2022
The role could also involve finding ways to improve the functionality and performance of existing systems and providing access to database analysts and administrators. The typical duties and responsibilities of a data architect include ensuring data solutions are built for design analytics and performance across numerous platforms.
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