Uploaded June 2025 | Updated September 2026, 2 weeks ago
Build a Gen-AI Application Across Multiple AWS Instances with OPEA
This video demonstrates how to build a real, production-grade retrieval-augmented generation (RAG) system using the OPEA framework on multiple AWS instances. Learn how to orchestrate distributed Gen-AI workloads that scale using Intel Gaudi accelerators and cloud-native architecture.
What you’ll learn:
– How to set up a multi-server Gen-AI application using OPEA
– How to deploy a RAG pipeline across AWS EC2 instances
– How to leverage Intel Gaudi for efficient large language model inference
– How to connect components like vector databases, OpenAI API, and vLLM
– How to optimize Gen-AI performance using open-source tools and Intel software
This walkthrough is ideal for developers, ML engineers, and architects looking to deploy cost-effective and scalable AI infrastructure in the cloud.
Resources:
https://opea.dev/
opea-project.github.io/latest/GenAIExamples/ChatQnA/README.html
cloud.intel.com
#OPEA #GenAI #RAG #AWS #IntelGaudi #LLM #AIInfrastructure #OpenAI #vLLM #IntelSoftware #MachineLearning #AIatScaleAbout
Intel Software:
Intel® Developer Zone is committed to empowering and assisting software developers in creating applications for Intel hardware and software products. The Intel Software YouTube channel is an excellent resource for those seeking to enhance their knowledge. Our channel provides the latest news, helpful tips, and engaging product demos from Intel and our numerous industry partners. Our videos cover various topics; you can explore them further by following the links.
Connect with Intel Software:
INTEL SOFTWARE WEBSITE: intel.ly/2KeP1hD
INTEL SOFTWARE on FACEBOOK: bit.ly/2z8MPFF
INTEL SOFTWARE on TWITTER: bit.ly/2zahGSn
INTEL SOFTWARE GITHUB: bit.ly/2zaih6z
INTEL DEVELOPER ZONE LINKEDIN: bit.ly/2z979qs
INTEL DEVELOPER ZONE INSTAGRAM: bit.ly/2z9Xsby
INTEL GAME DEV TWITCH: bit.ly/2BkNshu
#intelsoftware
Build a Gen-AI Application Across Multiple AWS Instances with OPEA | AI with Guy | Intel Software
Build a Gen-AI Application Across Multiple AWS Instances with OPEA
This video demonstrates how to build a real, production-grade retrieval-augmented generation (RAG) system using the OPEA framework on multiple AWS instances. Learn how to orchestrate distributed Gen-AI workloads that scale using Intel Gaudi accelerators and cloud-native architecture.
What you’ll learn:
– How to set up a multi-server Gen-AI application using OPEA
– How to deploy a RAG pipeline across AWS EC2 instances
– How to leverage Intel Gaudi for efficient large language model inference
– How to connect components like vector databases, OpenAI API, and vLLM
– How to optimize Gen-AI performance using open-source tools and Intel software
This walkthrough is ideal for developers, ML engineers, and architects looking to deploy cost-effective and scalable AI infrastructure in the cloud.
Resources:
https://opea.dev/
opea-project.github.io/latest/GenAIExamples/ChatQnA/README.html
cloud.intel.com
#OPEA #GenAI #RAG #AWS #IntelGaudi #LLM #AIInfrastructure #OpenAI #vLLM #IntelSoftware #MachineLearning #AIatScaleAbout
Intel Software:
Intel® Developer Zone is committed to empowering and assisting software developers in creating applications for Intel hardware and software products. The Intel Software YouTube channel is an excellent resource for those seeking to enhance their knowledge. Our channel provides the latest news, helpful tips, and engaging product demos from Intel and our numerous industry partners. Our videos cover various topics; you can explore them further by following the links.
Connect with Intel Software:
INTEL SOFTWARE WEBSITE: intel.ly/2KeP1hD
INTEL SOFTWARE on FACEBOOK: bit.ly/2z8MPFF
INTEL SOFTWARE on TWITTER: bit.ly/2zahGSn
INTEL SOFTWARE GITHUB: bit.ly/2zaih6z
INTEL DEVELOPER ZONE LINKEDIN: bit.ly/2z979qs
INTEL DEVELOPER ZONE INSTAGRAM: bit.ly/2z9Xsby
INTEL GAME DEV TWITCH: bit.ly/2BkNshu
#intelsoftware
Build a Gen-AI Application Across Multiple AWS Instances with OPEA | AI with Guy | Intel Software
