Generative AI Archives - Only AI Stuff

Use Amazon Transcribe and Knowledge Bases for Amazon Bedrock to organize, search, and analyze audio programs.

Amazon Bedrock, Amazon OpenSearch Service, Amazon Transcribe, Generative AI, Technical How-to, UncategorizedAugust 6, 202433Views 0Likes 0Comments

Information retrieval systems like search engines and databases have revolutionized the digital age with their ability to manage and analyze vast amounts of data rapidly and efficiently, largely based on keywords and fields in data files. With increasing volumes of audio and video files, retrieving pertinent data could be challenging as it commonly involves manual…

Speedier LLMs through theoretical deciphering and AWS Inferentia2.

AI/ML, Amazon Machine Learning, Artificial Intelligence, AWS Inferentia, Generative AI, Machine learning, Technical How-to, UncategorizedAugust 6, 202436Views 0Likes 0Comments

Large language models (LLMs), used to solve natural language processing (NLP) tasks, have seen a significant increase in their size. This increase dramatically improves the model's performance, with larger models scoring better on tasks such as reading comprehension. However, these larger models require more computation and are more costly to deploy. The role of larger models…

Develop a comprehensive RAG solution utilizing Knowledge Databases for Amazon Bedrock and AWS CloudFormation.

Advanced (300), Amazon Bedrock, Amazon Machine Learning, Amazon Titan, AWS CloudFormation, Generative AI, Integration & Automation, Technical How-to, UncategorizedAugust 6, 202433Views 0Likes 0Comments

Retrieval Augmented Generation (RAG) is a cutting-edge method for constructing question answering systems, blending retrieval and foundation model capabilities. This unique approach first draws relevant data from a large body of text, using a foundation model to forge an answer from the collated information. Setting up an RAG system entails several elements such as a…

Introducing Lakera AI: A GenAI Security Firm that Leverages Artificial Intelligence in Real-Time to Safeguard Businesses against LLM Weaknesses.

AI Shorts, AI Startups, Applications, Artificial Intelligence, Editors Pick, Generative AI, Security, Staff, Startup, Tech News, Technology, UncategorizedAugust 3, 202435Views 0Likes 0Comments

As corporations' use of Artificial Intelligence (AI) increases, so too does their risk of security breaches. Hackers could potentially manipulate AI into revealing crucial corporate or consumer data, a genuine concern for leaders of Fortune 500 companies developing chatbots and other AI applications. Lakera AI, a start-up in the field of GenAI security, addresses this…

Engineering prompts in a few-shot manner and fine-tuning for Language Learning Models within Amazon’s Bedrock framework.

Advanced (300), Amazon Bedrock, Financial Services, Generative AI, Technical How-to, Thought Leadership, UncategorizedAugust 3, 202428Views 0Likes 0Comments

Cepsa Química enhances product stewardship accuracy and efficiency by utilizing Amazon Bedrock.

Artificial Intelligence, Customer Solutions, Energy, Generative AI, Partner solutions, UncategorizedAugust 3, 202434Views 0Likes 0Comments

In this article, co-authors Vicente Cruz Mínguez, Head of Data and Advanced Analytics at Cepsa Química, and Marcos Fernández Díaz, Senior Data Scientist at Keepler, discuss the implementation of generative Artificial Intelligence (AI) as a transformative force in business industries. They key focus is on the how it impacts the energy sector, specifically, Cepsa Química…

Utilize a refined Meta Llama 3 model for producing SQL queries on Amazon Bedrock.

Amazon Bedrock, Amazon SageMaker, Announcements, Artificial Intelligence, Fine Tuning, Generative AI, Technical How-to, UncategorizedAugust 2, 202432Views 0Likes 0Comments

What exactly is a Data Product and what is its importance to you?

Business, Corporate, Data, DigiXT, Generative AI, UncategorizedAugust 1, 202431Views 0Likes 0Comments

Data products are increasingly becoming indispensable for organizations looking to harvest insights from raw data. Positioned at the "Peak of Inflated Expectations" curve on Gartner's Hype Cycle for Data and Analytics in 2024, data products are a high-buzz topic, but their potential has not been fully realized yet. However, projections show that they are set…