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Try semantic search with the Amazon OpenSearch Service vector engine

AWS Big Data

For the demo, we’re using the Amazon Titan foundation model hosted on Amazon Bedrock for embeddings, with no fine tuning. We’ll compare searching for visual similarity (on the left) and textual similarity (on the right). With OpenSearch’s Search Comparison Tool , you can compare the different approaches.

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7 steps for turning shadow IT into a competitive edge

CIO Business Intelligence

Still, there is a steep divide between rogue and shadow IT, which came under discussion at a recent Coffee with Digital Trailblazers event I hosted. CIOs should also update their digital transformation strategies to consider how large language models will impact their industries and where customer experiences need AI-driven overhauls.

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Amazon OpenSearch Service search enhancements: 2023 roundup

AWS Big Data

Now users seek methods that allow them to get even more relevant results through semantic understanding or even search through image visual similarities instead of textual search of metadata. This functionality was initially released as experimental in OpenSearch Service version 2.4, and is now generally available with version 2.9.

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Teaching AI to Smell by Using DataRobot

DataRobot

Traditionally, experimentation and observation was the only way to understand the physical-chemical properties of the molecule. To foster innovation in this area, AICrowd hosted a competition to predict the olfactory properties of a molecule. The diagram below shows how to visualize a molecule as a two-dimensional image.

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DataRobot Notebooks: Enhanced Code-First Experience for Rapid AI Experimentation

DataRobot Blog

Data science teams of all sizes need a productive, collaborative method for rapid AI experimentation. DataRobot Notebooks is a fully hosted and managed notebooks platform with auto-scaling compute capabilities so you can focus more on the data science and less on low-level infrastructure management. A host of open-source libraries.

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Getting ready for artificial general intelligence with examples

IBM Big Data Hub

While leaders have some reservations about the benefits of current AI, organizations are actively investing in gen AI deployment, significantly increasing budgets, expanding use cases, and transitioning projects from experimentation to production. Example: A student is struggling with a complex math concept.

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How to Build a Flexible Developer Documentation Portal

Sisense

Remember, the people who are writing documentation are not necessarily experts at visual design.) Additionally, they were relatively costly because they include hosting, but documentation is generally static content so it is cheap and easy to host. First, the hosting is very cheap. Choose the right framework.