Hardening the RAG chatbot architecture powered by Amazon Bedrock: Blueprint for secure design and anti-pattern mitigation
TutoSartup excerpt from this article:
This blog post demonstrates how to use Amazon Bedrock with a detailed security plan to deploy a safe and responsible chatbot application... In this post, we identify common security risks and anti-patterns that can arise when exposing a large language model (LLM) in an application... This post highlights architectural considerations and best practice strategies to enhance the reliability of your L...
This blog post demonstrates how to use Amazon Bedrock with a detailed security plan to deploy a safe and responsible chatbot application... In this post, we identify common security risks and anti-patterns that can arise when exposing a large language model (LLM) in an application... This post highlights architectural considerations and best practice strategies to enhance the reliability of your L...
US Isn’t In Recession Now, But Downturn Risk May Be Rising
TutoSartup excerpt from this article:
How do we square the relatively upbeat published data with the sudden downside shift in sentiment? Economist Paul Krugman tries to bridge the gap and writes: “The economy is looking pre-recessionary... Friday’s employment report triggered the Sahm rule, which says that a sufficiently large rise in the unemployment rate is a strong indication that a recession has started... The National Bureau...
How do we square the relatively upbeat published data with the sudden downside shift in sentiment? Economist Paul Krugman tries to bridge the gap and writes: “The economy is looking pre-recessionary... Friday’s employment report triggered the Sahm rule, which says that a sufficiently large rise in the unemployment rate is a strong indication that a recession has started... The National Bureau...
Macro Briefing: 6 August 2024
TutoSartup excerpt from this article:
* Biden convenes national security team amid fears of Iran attack on Israel * US economy is starting to look “pre-recessionary”: Krugman * Will the Fed announce an emergency rate cut? Unlikely, predict analysts, history * ISM Services Index rebounds in July, showing key US sector strengthening * Global economic growth eases for second month in July via PMI survey data * US output expands “so...
* Biden convenes national security team amid fears of Iran attack on Israel * US economy is starting to look “pre-recessionary”: Krugman * Will the Fed announce an emergency rate cut? Unlikely, predict analysts, history * ISM Services Index rebounds in July, showing key US sector strengthening * Global economic growth eases for second month in July via PMI survey data * US output expands “so...
Build an end-to-end RAG solution using Knowledge Bases for Amazon Bedrock and AWS CloudFormation
TutoSartup excerpt from this article:
Set up the solution When the prerequisite steps are complete, you’re ready to set up the solution: Clone the GitHub repository containing the solution files: git clone https://github... Building and deploying these components can be complex and error-prone, especially when dealing with large-scale data and models... This post demonstrates how to seamlessly automate the deployme...
Set up the solution When the prerequisite steps are complete, you’re ready to set up the solution: Clone the GitHub repository containing the solution files: git clone https://github... Building and deploying these components can be complex and error-prone, especially when dealing with large-scale data and models... This post demonstrates how to seamlessly automate the deployme...
Faster LLMs with speculative decoding and AWS Inferentia2
TutoSartup excerpt from this article:
In recent years, we have seen a big increase in the size of large language models (LLMs) used to solve natural language processing (NLP) tasks such as question answering and text summarization... Larger models with more parameters, which are in the order of hundreds of billions at the time of writing, tend to produce better results... Thus, customers often experiment with larger and newer models t...
In recent years, we have seen a big increase in the size of large language models (LLMs) used to solve natural language processing (NLP) tasks such as question answering and text summarization... Larger models with more parameters, which are in the order of hundreds of billions at the time of writing, tend to produce better results... Thus, customers often experiment with larger and newer models t...
Catalog, query, and search audio programs with Amazon Transcribe and Knowledge Bases for Amazon Bedrock
TutoSartup excerpt from this article:
Amazon Transcribe is an AWS AI service that makes it straightforward to convert speech to text... Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI... In this post, we show how...
Amazon Transcribe is an AWS AI service that makes it straightforward to convert speech to text... Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI... In this post, we show how...
AWS Weekly Roundup: Amazon Q Business, AWS CloudFormation, Amazon WorkSpaces update, and more (Aug 5, 2024)
TutoSartup excerpt from this article:
Git sync status changes publish to Amazon EventBridge — AWS CloudFormation Git sync is a very handy feature that can help streamline your DevOps operations by allowing you to automatically update your AWS CloudFormation stacks whenever you commit changes to the template or deployment file in source control... Amazon Bedrock is now a FedRAMP High authorized service in the AWS GovCloud (US-West)...
Git sync status changes publish to Amazon EventBridge — AWS CloudFormation Git sync is a very handy feature that can help streamline your DevOps operations by allowing you to automatically update your AWS CloudFormation stacks whenever you commit changes to the template or deployment file in source control... Amazon Bedrock is now a FedRAMP High authorized service in the AWS GovCloud (US-West)...