Our 2024 Environmental Report
Our 2024 Environmental Report looks at our use of technology to drive environmental change and operate our business sustainably.
Build a self-service digital assistant using Amazon Lex and Knowledge Bases for Amazon Bedrock
Organizations strive to implement efficient, scalable, cost-effective, and automated customer support solutions without compromising the customer experience. Generative artificial intelligence (AI)-powered chatbots play a crucial role in delivering human-like interactions by providing responses from a knowledge base without the involvement of live agents. These chatbots can be efficiently utilized for handling generic inquiries, freeing up …
Identify idle endpoints in Amazon SageMaker
Amazon SageMaker is a machine learning (ML) platform designed to simplify the process of building, training, deploying, and managing ML models at scale. With a comprehensive suite of tools and services, SageMaker offers developers and data scientists the resources they need to accelerate the development and deployment of ML solutions. In today’s fast-paced technological landscape, …
Indian language RAG with Cohere multilingual embeddings and Anthropic Claude 3 on Amazon Bedrock
Media and entertainment companies serve multilingual audiences with a wide range of content catering to diverse audience segments. These enterprises have access to massive amounts of data collected over their many years of operations. Much of this data is unstructured text and images. Conventional approaches to analyzing unstructured data for generating new content rely on …
The future of productivity agents with NinjaTech AI and AWS Trainium
This is a guest post by Arash Sadrieh, Tahir Azim, and Tengfui Xue from NinjaTech AI. NinjaTech AI’s mission is to make everyone more productive by taking care of time-consuming complex tasks with fast and affordable artificial intelligence (AI) agents. We recently launched MyNinja.ai, one of the world’s first multi-agent personal AI assistants, to drive …
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Build generative AI applications on Amazon Bedrock — the secure, compliant, and responsible foundation
Generative AI has revolutionized industries by creating content, from text and images to audio and code. Although it can unlock numerous possibilities, integrating generative AI into applications demands meticulous planning. Amazon Bedrock is a fully managed service that provides access to large language models (LLMs) and other foundation models (FMs) from leading AI companies through a …
Build a conversational chatbot using different LLMs within single interface – Part 1
With the advent of generative artificial intelligence (AI), foundation models (FMs) can generate content such as answering questions, summarizing text, and providing highlights from the sourced document. However, for model selection, there is a wide choice from model providers, like Amazon, Anthropic, AI21 Labs, Cohere, and Meta, coupled with discrete real-world data formats in PDF, …
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Gemma 2 is now available to researchers and developers
Gemma 2, our next generation of open models, is now available globally for researchers and developers.
110 new languages are coming to Google Translate
Google Translate adds 110 new languages using AI, breaking down communication barriers for millions around the world.
Play the I/O Crossword, an AI twist on the classic word game
How Googlers used Gemini to build the Crossword puzzle, showing developers what’s possible with generative AI.