AWS Machine Learning Blog

JANUARY 4, 2024

Specifically, we discuss the following: Why do we need Text2SQL Key components for Text to SQL Prompt engineering considerations for natural language or Text to SQL Optimizations and best practices Architecture patterns Why do we need Text2SQL? Effective prompt engineering is key to developing natural language to SQL systems.

Prompt Engineer 141

Prompt Engineer Prompt Engineering Generative AI LLM 141

AWS Machine Learning Blog

FEBRUARY 1, 2024

Make sure to validate prompt input data and prompt input size for allocated character limits that are defined by your model. If you’re performing prompt engineering, you should persist your prompts to a reliable data store. He also holds an MBA from Colorado State University.

Generative AI 139

Generative AI Prompt Engineer Prompt Engineering AI 139

AWS Machine Learning Blog

NOVEMBER 25, 2024

The key to their success lay in the innovative application of prompt engineering techniques—a set of strategies designed to coax the best performance out of LLMs, especially important for cost effective models. By carefully crafting prompts, we can provide context and structure that helps mitigate this variability.

Prompt Engineer 104

Prompt Engineer Prompt Engineering Metadata Generative AI 104

AWS Machine Learning Blog

MARCH 4, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies, such as AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon via a single API, along with a broad set of capabilities you need to build generative AI applications with security, privacy, and responsible AI.

NLP 132

NLP Prompt Engineer Prompt Engineering LLM 132

AWS Machine Learning Blog

MAY 1, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

Chatbots 134

Chatbots Automation Machine Learning DevOps 134

AWS Machine Learning Blog

AUGUST 9, 2024

Learn more about prompt engineering and generative AI-powered Q&A in the Amazon Bedrock Workshop. For technical support or to contact AWS generative AI specialists, visit the GenAIIC webpage. At Deltek, he has driven significant growth, leading diverse, high-performing teams across multiple continents.

Data Ingestion 134

Data Ingestion Metadata LLM Generative AI 134

Robot Writers AI

JANUARY 21, 2024

According to writer Scott Clark, the “comprehensive courses are available for those seeking a more in-depth understanding of what some are describing as both a science and an art form (prompt engineering).” Bottom line: CoPilot Pro uses the same AI software engine used by ChatGPT.

ChatGPT 52

ChatGPT OpenAI Chatbots AI Chatbots 52