Systems | Development | Analytics | API | Testing

LLM ChatBot Augmented with Enterprise Data

This video demonstrates how to use an open source pre-trained instruction-following LLM (Large Language Model) to build a ChatBot-like web application. The responses of the LLM are enhanced by giving it context from an internal knowledge base. This context is retrieved by using an open source Vector Database to do semantic search.

Customer 360 for Sports and Gaming Fans: The Data Science Best Practices You Need to Know

Sports and gaming companies are forging ahead with the use of data science as a competitive differentiator. According to an industry report, the global AI in media and entertainment market size was valued at $10.87 billion in 2021 and is estimated to grow 26.9% annually until 2030.

Overcoming Fear of the Unknown with Generative AI

The explosive rise of generative AI has prompted incredible excitement about its transformative potential, much like the advent of the Internet. But if like me, you’re old enough to remember what that looked like circa 1995, there was a lot we did not know at the time, creating uncertainty in both worlds of work and education on how to best leverage it, and whether providing unlimited access to employees or students was a good idea.

Generative AI for the Enterprise

Riding the wave of the generative AI revolution, third party large language model (LLM) services like ChatGPT and Bard have swiftly emerged as the talk of the town, converting AI skeptics to evangelists and transforming the way we interact with technology. For proof of this megatrend look no further than the instant success of ChatGPT, where it set the record for the fastest-growing user base, reaching 100 million users in just 2 months after its launch.

3 Steps to Creating a Support-to-Product Feedback Loop in Your Organization

In my last article, I outlined how we in Snowflake Support use contextual data about where our customers get stuck to improve the overall product experience. Now I’ll take you through how your organization can also implement these important feedback loops from support to product enhancements, to your company’s—and your user’s—benefit. Customers don’t wake up in the morning and decide they’d love to spend time with a Support team.

Microsoft's Announcement Signals that Data Fabrics are now Mainstream

Last week’s announcement of a data fabric approach from Microsoft was interesting to us on a number of levels, most notably for what it confirmed: Data Fabrics are now mainstream. If you’ve not heard why Data Fabrics are the next big thing, then here is a bit of history. Data Fabric is a concept that started to take hold over a decade ago with published research from Forrester.

Boosting Business Growth with Advanced BI Tools

In today's fast-paced and ever-evolving business landscape, organizations are constantly striving to gain a competitive edge, make well-informed decisions, and fuel their growth. As a result, advanced Business Intelligence (BI) tools have emerged, revolutionizing the way businesses harness the power of data to drive their success. These sophisticated BI tools offer a wide range of capabilities, empowering companies to collect, analyze, and visualize data from various sources.

Visualize and publish your data with Cloudera Operational Database

Cloudera Operational Database provides a reliable and flexible foundation for scalable, high-performance applications, while Cloudera Data Visualization is a powerful BI tool that enables quick self-service analytics and custom dashboard creation. Both tools are designed to help businesses make faster and more informed decisions. Learn more at cloudera.com/demos.