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Fine-tune LLMs with synthetic data for context-based Q&A using Amazon Bedrock
There’s a growing demand from customers to incorporate generative AI into their businesses. Many use cases involve using pre-trained large language models (LLMs) through...
Video security analysis for privileged access management using generative AI and Amazon Bedrock
Security teams in highly regulated industries like financial services often employ Privileged Access Management (PAM) systems to secure, manage, and monitor the use of...
Accelerate AWS Well-Architected reviews with Generative AI
Building cloud infrastructure based on proven best practices promotes security, reliability and cost efficiency. To achieve these goals, the AWS Well-Architected Framework provides comprehensive...
Reduce ML training costs with Amazon SageMaker HyperPod
Training a frontier model is highly compute-intensive, requiring a distributed system of hundreds, or thousands, of accelerated instances running for several weeks or months...
Harness the power of MCP servers with Amazon Bedrock Agents
AI agents extend large language models (LLMs) by interacting with external systems, executing complex workflows, and maintaining contextual awareness across operations. Amazon Bedrock Agents...
Syngenta develops a generative AI assistant to support sales representatives using Amazon Bedrock Agents
This post was written with Zach Marston and Serg Masis from Syngenta.
Syngenta and AWS collaborated to develop Cropwise AI, an innovative solution powered by...
LLM continuous self-instruct fine-tuning framework powered by a compound AI system on Amazon SageMaker
Fine-tuning a pre-trained large language model (LLM) allows users to customize the model to perform better on domain-specific tasks or align more closely with...
Build your gen AI–based text-to-SQL application using RAG, powered by Amazon Bedrock (Claude 3...
SQL is one of the key languages widely used across businesses, and it requires an understanding of databases and table metadata. This can be...
Racing beyond DeepRacer: Debut of the AWS LLM League
The AWS DeepRacer League is the world’s first autonomous racing league, open to anyone. Announced at re:Invent 2018, it puts machine learning in the...
Shaping the future: OMRON’s data-driven journey with AWS
This post is co-written with Emrah Kaya and Xinyi Zhou from Omron Europe.
Data is one of the most critical assets of many organizations. They’re...
