NVIDIA

DECEMBER 5, 2024

The adoption of generative AI and large language models is rippling through nearly every industry, as incumbents and new entrants reimagine products and services to generate an estimated $1.3 trillion in revenue by 2032, according to a report by Bloomberg Intelligence.

Generative AI 104

Generative AI Robotics AI AI 104

AWS Machine Learning Blog

AUGUST 21, 2024

The latest advances in generative artificial intelligence (AI) allow for new automated approaches to effectively analyze large volumes of customer feedback and distill the key themes and highlights. This post explores an innovative application of large language models (LLMs) to automate the process of customer review analysis.

Generative AI 125

Generative AI Prompt Engineering Prompt Engineer Automation 125

AWS Machine Learning Blog

AUGUST 8, 2024

RAG optimizes language model outputs by extending the models’ capabilities to specific domains or an organization’s internal data for tailored responses. This post highlights how Twilio enabled natural language-driven data exploration of business intelligence (BI) data with RAG and Amazon Bedrock.

Metadata 119

Metadata LLM Prompt Engineering Prompt Engineer 119

AWS Machine Learning Blog

NOVEMBER 19, 2024

Leave the session inspired to bring Amazon Q Apps to supercharge your teams’ productivity engines. Reserve your seat now BSI101: Reimagine business intelligence with generative AI Monday December 2 | 1:00 PM – 2:00 PM PT In this session, get an overview of the generative AI capabilities of Amazon Q in QuickSight.

ML 92

ML Generative AI AI AI 92

AWS Machine Learning Blog

APRIL 24, 2024

of overall responses) can be addressed by user education and prompt engineering. Elad has an MBA and a BSc in Structural Engineering. Luca Cerabone is a Business Intelligence Engineer at Amazon. Some of the errors (about 10% of negative feedback and 7.5% Some users simply left a note, such as “Great!”

LLM 130

LLM AI AI Generative AI 130

ODSC - Open Data Science

NOVEMBER 19, 2024

The session provided insights into using LangGraph to combine VectorDBs and large language models (LLMs), creating dynamic, adaptive pipelines. Participants learned how multi-agent systems can optimize retrieval processes, providing practical applications for deploying intelligent AI agents across industries.

Deep Learning 52

Deep Learning Data Science Neural Network BERT 52

AWS Machine Learning Blog

MAY 30, 2024

AWS Prototyping successfully delivered a scalable prototype, which solved CBRE’s business problem with a high accuracy rate (over 95%) and supported reuse of embeddings for similar NLQs, and an API gateway for integration into CBRE’s dashboards.

Metadata 127

Metadata Generative AI LLM Prompt Engineering 127

The MLOps Blog

FEBRUARY 15, 2024

Due to the rise of LLMs and the shift towards pre-trained models and prompt engineering, specialists in traditional NLP approaches are particularly at risk. The rapid advancements of Large Language Models (LLMs) are changing the day-to-day work of ML practitioners and how company leadership thinks about AI.

NLP 59

NLP Natural Language Processing Data Scientist Software Engineer 59

AWS Machine Learning Blog

SEPTEMBER 28, 2023

While recent advancements in generative AI have captured widespread attention, many businesses have not been able to take part in this transformation. That is why on April 13, 2023, we announced Amazon Bedrock , the easiest way to build and scale generative AI applications with foundation models.

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Generative AI AI AI LLM 137