Remove 2023 Remove Metadata Remove Prompt Engineering
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MLOps Landscape in 2023: Top Tools and Platforms

The MLOps Blog

As you delve into the landscape of MLOps in 2023, you will find a plethora of tools and platforms that have gained traction and are shaping the way models are developed, deployed, and monitored. Open-source tools have gained significant traction due to their flexibility, community support, and adaptability to various workflows.

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Information extraction with LLMs using Amazon SageMaker JumpStart

AWS Machine Learning Blog

This post walks through examples of building information extraction use cases by combining LLMs with prompt engineering and frameworks such as LangChain. Prompt engineering Prompt engineering enables you to instruct LLMs to generate suggestions, explanations, or completions of text in an interactive way.

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Evolving Trends in Prompt Engineering for Large Language Models (LLMs) with Built-in Responsible AI…

ODSC - Open Data Science

Evolving Trends in Prompt Engineering for Large Language Models (LLMs) with Built-in Responsible AI Practices Editor’s note: Jayachandran Ramachandran and Rohit Sroch are speakers for ODSC APAC this August 22–23. This trainable custom model can then be progressively improved through a feedback loop as shown above.

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How 123RF saved over 90% of their translation costs by switching to Amazon Bedrock

AWS Machine Learning Blog

In 2023, they used Amazon OpenSearch Service to improve discovery of images by using vector-based semantic search. This prompted 123RF to search for a more reliable and affordable solution to enhance multilingual content discovery.

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How AI Enhances Digital Forensics

Unite.AI

Experts can check hard drives, metadata, data packets, network access logs or email exchanges to find, collect, and process information. For instance, in 2023, companies took 277 days on average to respond to a data breach. Unfortunately, they often hallucinate, especially when unintentional prompt engineering is involved.

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How 20 Minutes empowers journalists and boosts audience engagement with generative AI on Amazon Bedrock

AWS Machine Learning Blog

In 2023, we identified several challenges where we see the potential for generative AI to have a positive impact. However, when the article is complete, supporting information and metadata must be defined, such as an article summary, categories, tags, and related articles.

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Exploring the AI and data capabilities of watsonx

IBM Journey to AI blog

offers a Prompt Lab, where users can interact with different prompts using prompt engineering on generative AI models for both zero-shot prompting and few-shot prompting. 1 When comparing published 2023 list prices normalized for VPC hours of watsonx.data to several major cloud data warehouse vendors.