How Planview built a scalable AI Assistant for portfolio and project management using Amazon Bedrock
TutoSartup excerpt from this article:
To realize this vision, Planview developed an AI assistant called Planview Copilot, using a multi-agent system powered by Amazon Bedrock... Developing this multi-agent system posed several challenges: Reliably routing tasks to appropriate AI agents Accessing data from various sources and formats Interacting with multiple application APIs Enabling the self-serve creation of new AI skill...
To realize this vision, Planview developed an AI assistant called Planview Copilot, using a multi-agent system powered by Amazon Bedrock... Developing this multi-agent system posed several challenges: Reliably routing tasks to appropriate AI agents Accessing data from various sources and formats Interacting with multiple application APIs Enabling the self-serve creation of new AI skill...
Super charge your LLMs with RAG at scale using AWS Glue for Apache Spark
TutoSartup excerpt from this article:
An AI technique called embedding language models converts this external data into numerical representations and stores it in a vector database... This includes normalization, vectorization, and index optimization... We provide sample notebooks covering ingestion, transformation, vectorization, and index management, enabling teams to consume disparate data into high-performing RAG applications... ...
An AI technique called embedding language models converts this external data into numerical representations and stores it in a vector database... This includes normalization, vectorization, and index optimization... We provide sample notebooks covering ingestion, transformation, vectorization, and index management, enabling teams to consume disparate data into high-performing RAG applications... ...
From RAG to fabric: Lessons learned from building real-world RAGs at GenAIIC – Part 1
TutoSartup excerpt from this article:
But what is a retriever exactly? Broadly speaking, a retriever is a module that takes a query as input and outputs relevant documents from one or more knowledge sources relevant to that query... Document ingestion In a RAG architecture, documents are often stored in a vector store... As shown in the following diagram, vector stores are populated by chunking the documents into manageable pieces...
But what is a retriever exactly? Broadly speaking, a retriever is a module that takes a query as input and outputs relevant documents from one or more knowledge sources relevant to that query... Document ingestion In a RAG architecture, documents are often stored in a vector store... As shown in the following diagram, vector stores are populated by chunking the documents into manageable pieces...
Enhance your Amazon Redshift cloud data warehouse with easier, simpler, and faster machine learning using Amazon SageMaker Canvas
TutoSartup excerpt from this article:
SageMaker Canvas has direct integration with QuickSight, which is a cloud-powered business analytics service that helps employees within an organization to build visualizations, perform ad-hoc analysis, and quickly get business insights from their data, anytime, on any device... Conclusion We believe integrating your cloud data warehouse (Amazon Redshift) with SageMaker Canvas opens the door ...
SageMaker Canvas has direct integration with QuickSight, which is a cloud-powered business analytics service that helps employees within an organization to build visualizations, perform ad-hoc analysis, and quickly get business insights from their data, anytime, on any device... Conclusion We believe integrating your cloud data warehouse (Amazon Redshift) with SageMaker Canvas opens the door ...
Amazon identified internet domains abused by APT29
TutoSartup excerpt from this article:
Building on work by CERT-UA, Amazon recently identified internet domains abused by APT29, a group widely attributed to Russia’s Foreign Intelligence Service (SVR)... Some of the domain names they used tried to trick the targets into believing the domains were AWS domains (they were not), but Amazon wasn’t the target, nor was the group after AWS customer credentials... I’d like to thank th...
Building on work by CERT-UA, Amazon recently identified internet domains abused by APT29, a group widely attributed to Russia’s Foreign Intelligence Service (SVR)... Some of the domain names they used tried to trick the targets into believing the domains were AWS domains (they were not), but Amazon wasn’t the target, nor was the group after AWS customer credentials... I’d like to thank th...
On The Road Again…
TutoSartup excerpt from this article:
The Capital Spectator is traveling for next several days. The usual schedule resumes on Monday, Oct. 28. Cheers......
The Capital Spectator is traveling for next several days. The usual schedule resumes on Monday, Oct. 28. Cheers......
Exploring digital sovereignty: learning opportunities at re:Invent 2024
TutoSartup excerpt from this article:
Whether you want to build deep technical expertise, understand how to prioritize your investments, learn more about the infrastructure offerings of the sovereign-by-design AWS Cloud, or see how the AWS Nitro System enables enhanced security for your workloads, re:Invent is a great opportunity to explore our digital sovereignty solutions... This year, there will be many ways that you can learn ab...
Whether you want to build deep technical expertise, understand how to prioritize your investments, learn more about the infrastructure offerings of the sovereign-by-design AWS Cloud, or see how the AWS Nitro System enables enhanced security for your workloads, re:Invent is a great opportunity to explore our digital sovereignty solutions... This year, there will be many ways that you can learn ab...