AWS Podcast #608: Generative AI Roundup - August 2023
Jul 31, 2023
23:52
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Introduction
00:00 • 2min
How Code Whisperer Can Help You Make Better Code
01:56 • 2min
How to Use Amazon SageMaker to Speed Up Your Development
04:09 • 3min
The Importance of Jumpstart for Fast Cycle Testing
06:53 • 2min
How to Interact With Ensemble Learning in SageMaker
08:29 • 3min
Amazon Bedrock: A Fully Managed Service for Foundation Models
11:33 • 4min
The New Vector Engine for Amazon Open Search Serverless
16:01 • 2min
How to Reduce Training Costs With AWS Inferentia 2
17:45 • 2min
AWS' Commitment to Responsible Generative AI
20:08 • 4min
Simon takes you on a tour of your GenAI options. From software development, to AI policy, to trialling FMs, to new instance types, and CPUs.
Referenced Links:
- URL: https://aws.amazon.com/blogs/devops/optimize-software-development-with-amazon-codewhisperer/
Title: Optimize software development with Amazon CodeWhisperer | AWS DevOps Blog
- URL: https://aws.amazon.com/blogs/devops/10-ways-to-build-applications-faster-with-amazon-codewhisperer/
Title: 10 ways to build applications faster with Amazon CodeWhisperer | AWS DevOps Blog
- URL: https://aws.amazon.com/blogs/big-data/build-data-integration-jobs-with-ai-companion-on-aws-glue-studio-notebook-powered-by-amazon-codewhisperer/
Title: Build data integration jobs with AI companion on AWS Glue Studio Notebook powered by Amazon CodeWhisperer
- URL: https://aws.amazon.com/blogs/machine-learning/use-generative-ai-foundation-models-in-vpc-mode-with-no-internet-connectivity-using-amazon-sagemaker-jumpstart/
Title: Use generative AI foundation models in VPC mode with no internet connectivity using Amazon SageMaker JumpStart | AWS Machine Learning Blog
- URL: https://aws.amazon.com/blogs/machine-learning/llama-2-foundation-models-from-meta-are-now-available-in-amazon-sagemaker-jumpstart/
Title: Llama 2 foundation models from Meta are now available in Amazon SageMaker JumpStart | AWS Machine Learning Blog
- URL: https://aws.amazon.com/blogs/machine-learning/use-stable-diffusion-xl-with-amazon-sagemaker-jumpstart-in-amazon-sagemaker-studio/
Title: Use Stable Diffusion XL with Amazon SageMaker JumpStart in Amazon SageMaker Studio | AWS Machine Learning Blog
- URL: https://aws.amazon.com/blogs/machine-learning/efficiently-train-tune-and-deploy-custom-ensembles-using-amazon-sagemaker/
Title: Efficiently train, tune, and deploy custom ensembles using Amazon SageMaker | AWS Machine Learning Blog
- URL: https://aws.amazon.com/blogs/machine-learning/quickly-build-high-accuracy-generative-ai-applications-on-enterprise-data-using-amazon-kendra-langchain-and-large-language-models/
Title: Quickly build high-accuracy Generative AI applications on enterprise data using Amazon Kendra, LangChain, and large language models | AWS Machine Learning Blog
- URL: https://aws.amazon.com/bedrock/features/
Title: Foundation Model API Service – Amazon Bedrock Features – AWS
- URL: https://aws.amazon.com/blogs/aws/preview-enable-foundation-models-to-complete-tasks-with-agents-for-amazon-bedrock/
Title: Preview – Enable Foundation Models to Complete Tasks With Agents for Amazon Bedrock | AWS News Blog
- URL: https://aws.amazon.com/blogs/business-intelligence/announcing-generative-bi-capabilities-in-amazon-quicksight/
Title: Announcing Generative BI capabilities in Amazon QuickSight | AWS Business Intelligence Blog
- URL: https://aws.amazon.com/about-aws/whats-new/2023/05/amazon-rds-postgresql-pgvector-ml-model-integration/
Title: Amazon RDS for PostgreSQL now supports pgvector for simplified ML model integration
- URL: https://aws.amazon.com/blogs/big-data/introducing-the-vector-engine-for-amazon-opensearch-serverless-now-in-preview/
Title: Introducing the vector engine for Amazon OpenSearch Serverless, now in preview | AWS Big Data Blog
- URL: https://aws.amazon.com/blogs/aws/new-amazon-ec2-p5-instances-powered-by-nvidia-h100-tensor-core-gpus-for-accelerating-generative-ai-and-hpc-applications/
Title: New – Amazon EC2 P5 Instances Powered by NVIDIA H100 Tensor Core GPUs for Accelerating Generative AI and HPC Applications | AWS News Blog
- URL: https://aws.amazon.com/blogs/machine-learning/maximize-stable-diffusion-performance-and-lower-inference-costs-with-aws-inferentia2/
Title: Maximize Stable Diffusion performance and lower inference costs with AWS Inferentia2 | AWS Machine Learning Blog
- URL: https://aws.amazon.com/blogs/machine-learning/new-technical-deep-dive-course-generative-ai-foundations-on-aws/
Title: New technical deep dive course: Generative AI Foundations on AWS | AWS Machine Learning Blog
- URL: https://aws.amazon.com/blogs/machine-learning/aws-offers-new-artificial-intelligence-machine-learning-and-generative-ai-guides-to-plan-your-ai-strategy/
Title: AWS offers new artificial intelligence, machine learning, and generative AI guides to plan your AI strategy | AWS Machine Learning Blog
- URL: https://aws.amazon.com/blogs/machine-learning/aws-reaffirms-its-commitment-to-responsible-generative-ai/
Title: AWS Reaffirms its Commitment to Responsible Generative AI | AWS Machine Learning Blog