How Veritone uses Amazon Bedrock, Amazon Rekognition, Amazon Transcribe, and information retrieval to update their video search pipeline

TutoSartup excerpt from this article:
We match the most relevant videos to text-based search queries by incorporating new multimodal embedding models like Amazon Titan Multimodal Embeddings to encode all visual, visual-meta, and transcription data... Solution overview We use the following AWS services to implement the solution: Amazon Bedrock and the Amazon Titan Multimodal Embeddings and Amazon Titan Text models Amazon Comp...

Build RAG and agent-based generative AI applications with new Amazon Titan Text Premier model, available in Amazon Bedrock

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The strong performance across these diverse and challenging benchmarks highlights that Titan Text Premier is built to handle a wide range of use cases in enterprise applications, offering great price performance...Today, we’re happy to welcome a new member of the Amazon Titan family of models: Amazon Titan Text Premier, now available in Amazon Bedrock... Following Amazon Titan Text Lite and Ti...

Information extraction with LLMs using Amazon SageMaker JumpStart

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Large language models (LLMs) have unlocked new possibilities for extracting information from unstructured text data... By handling most of the heavy lifting, services like Amazon SageMaker JumpStart remove the complexity of fine-tuning and deploying these models... SageMaker JumpStart is a machine learning (ML) hub with foundation models (FMs), built-in algorithms, and prebuilt ML solutions that ...

How Singularity 6’s ‘Palia’ Conquered Cross-Regional Gaming with Amazon EKS and Karpenter

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For Singularity 6 (S6), creators of the hit game “Palia,” which released across platforms in 2023 and 2024—their developers needed to craft an immersive and captivating gaming experience while managing the vast resources and infrastructure required to keep the game’s services running smoothly... To boost their small infrastructure team, S6 leveraged Amazon Elastic Kubernetes Service (Amaz...

How Amazon Security Lake is helping customers simplify security data management for proactive threat analysis

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Security Lake centralizes security data from AWS environments, software as a service (SaaS) providers, and on-premises and cloud sources into a purpose-built data lake that is stored in your AWS account... Using Open Cybersecurity Schema Framework (OCSF) support, Security Lake normalizes and combines security data from AWS and a broad range of third-party data sources... This helps provide your s...

Build generative AI applications with Amazon Bedrock Studio (preview)

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Today, we’re introducing Amazon Bedrock Studio, a new web-based generative artificial intelligence (generative AI) development experience, in public preview... Amazon Bedrock Studio accelerates the development of generative AI applications by providing a rapid prototyping environment with key Amazon Bedrock features, including Knowledge Bases, Agents, and Guardrails... As a developer, you c...