noise.bybraincloud.com

noise.bybraincloud.com

investigates Graph Retrieval-Augmented Generation for Large Language Models

https://ieeexplore.ieee.org/abstract/document/10771030

Special Thank you to

Dr. Tyler Thomas Procko

Department of Electrical Engineering and Computer Science, Embry-Riddle Aeronautical University, Daytona Beach, United States of America

Dr. Omar Ochoa

Department of Electrical Engineering and Computer Science, Embry-Riddle Aeronautical University, Daytona Beach, United States of America

go eagles

Architecture Diagram from Cloudcraft:

Created with help from 🤖 Google Antigravity

Note: AI enhanced the deployment of this site 🤖

Visit here: noise.bybraincloud.com

Screenshots

Visit here: noise.bybraincloud.com

Amazon EC2 Instance Type and Machine Image (AMI)

Check for GPU

Local Development Setup:

1. Clone the repository: git clone https://github.com/drumadrian/noise.bybraincloud.com.git cd noise.bybraincloud.com

2. Run the automated setup script: ./local.setup.sh

For detailed instructions and verification steps, please see walkthrough.md.

3. Run the server: npm run dev

EC2 Instance Setup:

login to EC2 instance:

ssh -i "noise.pem" ec2-user@IP_ADDRESS.us-west-2.compute.amazonaws.com

Note: Security Group must allow SSH access from your IP address.

instance type: t3.medium EBS storage: 100GB

Install the full stack:

1. Clone the repository: git clone https://github.com/drumadrian/noise.bybraincloud.com.git cd noise.bybraincloud.com

2. Setup permission for the deploy script: chmod +x deploy.sh

3. Run the deploy script: ./deploy.sh

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🎥 Comparing Search Methods: OpenSearch, Weaviate, and Neo4j for Low-Noise RAG 🎥

Welcome Video

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📄 Thesis & Dissertation Text (structured, not written)

## 📄 Full Thesis & Dissertation

The structured thesis and dissertation content lives here:

➡️ [thesisREADME.md](./thesisREADME.md)

GitHub Link to thesisREADME.md: ➡️ thesisREADME.md

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fin