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Data Lakes

System Architecture

How Q4 Inc. used Amazon Bedrock, RAG, and SQLDatabaseChain to address numerical and structured dataset challenges building their Q&A chatbot

Flipboard

DECEMBER 6, 2023

The dataset Our structured dataset can reside in a SQL database, data lake, or data warehouse as long as we have support for SQL. He has over a decade of industry experience in software development and system architecture. In her free time, she likes to go for long runs along the beach.

SQL

SQL Database AWS Machine Learning

What are the Biggest Challenges with Migrating to Snowflake?

phData

FEBRUARY 5, 2024

Qlik Replicate Qlik Replicate is a data integration tool that supports a wide range of source and target endpoints with configuration and automation capabilities that can give your organization easy, high-performance access to the latest and most accurate data.

SQL

SQL Database Data Quality Data Warehouse

Generative AI for agriculture: How Agmatix is improving agriculture with Amazon Bedrock

AWS Machine Learning Blog

NOVEMBER 12, 2024

Their data pipeline (as shown in the following architecture diagram) consists of ingestion, storage, ETL (extract, transform, and load), and a data governance layer. Multi-source data is initially received and stored in an Amazon Simple Storage Service (Amazon S3) data lake.

AWS

AWS AI AI Data Lakes

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How to Achieve High-Accuracy Results When Using LLMs

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How Q4 Inc. used Amazon Bedrock, RAG, and SQLDatabaseChain to address numerical and structured dataset challenges building their Q&A chatbot

What are the Biggest Challenges with Migrating to Snowflake?

Generative AI for agriculture: How Agmatix is improving agriculture with Amazon Bedrock

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