ai/ml

Enterprise-grade natural language to SQL generation using LLMs: Balancing accuracy, latency, and scale

This blog post is co-written with Renuka Kumar and Thomas Matthew from Cisco. Enterprise data by its very nature spans…

10 months ago

Accelerate your data-to-insights journey with enhanced BigQuery data canvas

In today's data-driven world, the ability to extract meaningful insights quickly is paramount. Yet, for many, the journey from raw…

10 months ago

Build an AI-powered document processing platform with open source NER model and LLM on Amazon SageMaker

Archival data in research institutions and national laboratories represents a vast repository of historical knowledge, yet much of it remains…

10 months ago

Going from requirements to prototype with Gemini Code Assist

Imagine this common scenario: you have a detailed product requirements document for your next project. Instead of reading the whole…

10 months ago

Supercharge your LLM performance with Amazon SageMaker Large Model Inference container v15

Today, we’re excited to announce the launch of Amazon SageMaker Large Model Inference (LMI) container v15, powered by vLLM 0.8.4…

10 months ago

Google Cloud Database and LangChain integrations now support Go, Java, and JavaScript

Last year, Google Cloud and LangChain announced integrations that give generative AI developers access to a suite of LangChain Python…

10 months ago

Apple Machine Learning Research at ICLR 2025

Apple researchers are advancing machine learning (ML) and AI through fundamental research that improves the world’s understanding of this technology…

10 months ago

Amazon Bedrock Prompt Optimization Drives LLM Applications Innovation for Yuewen Group

Yuewen Group is a global leader in online literature and IP operations. Through its overseas platform WebNovel, it has attracted…

10 months ago

FastVLM: Efficient Vision encoding for Vision Language Models

Scaling the input image resolution is essential for enhancing the performance of Vision Language Models (VLMs), particularly in text-rich image…

10 months ago

Build a FinOps agent using Amazon Bedrock with multi-agent capability and Amazon Nova as the foundation model

AI agents are revolutionizing how businesses enhance their operational capabilities and enterprise applications. By enabling natural language interactions, these agents…

10 months ago