ML 16422 image001

Knowledge Bases for Amazon Bedrock now supports hybrid search

At AWS re:Invent 2023, we announced the general availability of Knowledge Bases for Amazon Bedrock. With a knowledge base, you can securely connect foundation models (FMs) in Amazon Bedrock to your company data for fully managed Retrieval Augmented Generation (RAG). In a previous post, we described how Knowledge Bases for Amazon Bedrock manages the end-to-end …

Live at GTC: Hear From Industry Leaders Using AI to Drive Innovation and Agility

Interest in new AI applications reached a fever pitch last year as business leaders began exploring AI pilot programs. This year, they’re focused on strategically implementing these programs to create new value and sharpen their competitive advantage. GTC, NVIDIA’s conference on AI and accelerated computing, set for March 18-21 at the San Jose Convention Center, …

An AI system that offers emotional support via chat

The rapid advancement of natural language processing (NLP) models and large language models (LLMs) has enabled the development of new use-specific conversational agents designed to answer specific types of queries. These range from AI agents that offer academic support to platforms offering general financial, legal or medical advice.

SUPIR (Super Resolution) – Tutorial to run it locally with around 10-11 GB VRAM

So, with a little investigation it is easy to do I see people asking Patreon sub for this small thing so I thought I make a small tutorial for the good of open-source: A bit redundant with the github page but for the sake of completeness I included steps from github as well, more details …

Think inside the box: Container use cases, examples and applications

Container management has come a long way. For decades, managing containerized environments was a relatively simple affair. The modern idea of a computer container originally appeared back in the 1970s, with the concept first being used to help define application code on Unix systems. Modern containerization technology has moved on steadily from those early beginnings, …

ml 15928 1

Use RAG for drug discovery with Knowledge Bases for Amazon Bedrock

Amazon Bedrock provides a broad range of models from Amazon and third-party providers, including Anthropic, AI21, Meta, Cohere, and Stability AI, and covers a wide range of use cases, including text and image generation, embedding, chat, high-level agents with reasoning and orchestration, and more. Knowledge Bases for Amazon Bedrock allows you to build performant and …

Unleash the power of generative AI with BigQuery and Vertex AI

Organizations dream of unlocking new insights and efficiencies with AI. To do this, they need a data and AI platform that makes it easy and seamless to access all enterprise data, both structured and unstructured, in a secure and governed way. To help customers accomplish this, we are announcing innovations that further connect data and …