KDnuggets

AUGUST 14, 2023

Vector databases enable fast similarity search and scale across data points. For LLM apps, vector indexes can simplify architecture over full vector databases by attaching vectors to existing storage. Choosing indexes vs databases depends on specialized needs, existing infrastructure, and broader enterprise requirements.

Database 90

Database Python Architecture Data 90

databricks

AUGUST 14, 2023

One of the key challenges that organizations face when adopting the open data lakehouse is selecting the optimal format for their data. Among.

Data 94

Data Engineering 94

KDnuggets

AUGUST 14, 2023

A speedy way to convert a long text to a short PowerPoint Presentation using only ChatGPT.

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106

Workfall

AUGUST 14, 2023

Reading Time: 7 minutes In today’s data-driven world, efficient data pipelines have become the backbone of successful organizations. These pipelines ensure that data flows smoothly from various sources to its intended destinations, enabling businesses to make informed decisions and gain valuable insights. Two powerful tools that have emerged to simplify the management of data pipelines are DBT (Data Build Tool) and Airflow.

Data Pipeline 62

Data Pipeline Raw Data Data Database 62

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Generative AI is upending the way product developers & end-users alike are interacting with data. Despite the potential of AI, many are left with questions about the future of product development: How will AI impact my business and contribute to its success? What can product managers and developers expect in the future with the widespread adoption of AI?

Data

KDnuggets

AUGUST 14, 2023

Five problems come with building LLM-based applications.

Building 88

Building 88

Elder Research

AUGUST 14, 2023

The post Extracting Knowledge and Making Decisions with Data Science appeared first on Elder Research.

Data Science 52

Data Science Data 52

Lyft Engineering

AUGUST 14, 2023

Where’s My Data — A Unique Encounter with Flink Streaming’s Kinesis Connector For years now, Lyft has not only been a proponent of but also a contributor to Apache Flink. Lyft’s pipelines have evolved drastically over the years , yet, time and time again, we run into unique cases that stretch Flink to its breaking points — this is one of those times.

Data 78

Data Engineering Process Management 78