AWS Machine Learning Blog

AUGUST 9, 2024

Deltek is continuously working on enhancing this solution to better align it with their specific requirements, such as supporting file formats beyond PDF and implementing more cost-effective approaches for their data ingestion pipeline. The first step is data ingestion, as shown in the following diagram. What is RAG?

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Data Ingestion Metadata LLM Generative AI 127

AWS Machine Learning Blog

JULY 11, 2024

Agents for Amazon Bedrock automates the prompt engineering and orchestration of user-requested tasks. After being configured, an agent builds the prompt and augments it with your company-specific information to provide responses back to the user in natural language. Double-check all entered information for accuracy.

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Data Ingestion DevOps Prompt Engineer Prompt Engineering 131

AWS Machine Learning Blog

AUGUST 8, 2024

Refine your existing application using strategic methods such as prompt engineering , optimizing inference parameters and other LookML content. You can gain granular control over the reasoning capabilities using several prompt engineering techniques. Create a simple web application using LangChain and Streamlit.

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Metadata LLM Prompt Engineer Prompt Engineering 121

ODSC - Open Data Science

JANUARY 10, 2024

These concerns include lack of interpretability, bias, and discrimination, privacy, lack of model robustness, fake and misleading content, copyright implications, plagiarism, and environmental impact associated with training and inference of generative AI models. Sign me up!

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Large Language Models LLM Deep Learning Data Science 52

The MLOps Blog

JUNE 27, 2023

Core features of end-to-end MLOps platforms End-to-end MLOps platforms combine a wide range of essential capabilities and tools, which should include: Data management and preprocessing : Provide capabilities for data ingestion, storage, and preprocessing, allowing you to efficiently manage and prepare data for training and evaluation.

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Machine Learning Metadata Data Scientist Data Quality 134