Cole Murray·Jun 12, 2025Building RAG Pipelines on AWS: A Practical Guide to Bedrock + PineconeA practical guide to building retrieval-augmented generation pipelines on AWS with Bedrock and Pinecone.
Cole Murray·Jul 30, 2024Generating Synthetic Data With LLMs For Fine-tuningGenerating sythentic data with LLMs can remove the need to manually collect, annotate and review large datasetsA response icon1A response icon1
Cole Murray·Jan 23, 2024Using LLMs to Build A Code Generation DatasetLearn how to use LLMs, gpt-3.5-turbo, to scrape and clean code from the web
Cole Murray·Jan 4, 2024Deploy a Nextjs Static Site on AWS Cloudfront and S3IntroductionA response icon1A response icon1
Cole Murray·Dec 19, 2023Enhancing RAG with BAAI/bge-reranker: A Comprehensive GuideLearn how reranking in llama index can be used to improve Retrieval-Augmented Generation with the new bge-rerankerA response icon3A response icon3
InJavaScript in Plain EnglishbyCole Murray·Oct 16, 2023Alternative to Vercel: Deploying a Next.js Application on AWS Amplify using AWS CDKA guide on deploying Next.js on AWS amplify with AWS CDK
InITNEXTbyCole Murray·Sep 4, 2023Building a CI/CD Pipeline for a Serverless Express Application with AWS CDKEver wondered how the top tech companies deploy their applications so seamlessly? It all starts with an efficient CI/CD pipeline.
InWe’ve moved to freeCodeCamp.org/newsbyCole Murray·Dec 12, 2018How to build an age and gender multi-task predictor with deep learning in TensorFlowIn my last tutorial, you learned about how to combine a convolutional neural network and Long short-term memory (LTSM) to create captions…A response icon2A response icon2
InWe’ve moved to freeCodeCamp.org/newsbyCole Murray·Apr 11, 2018Building an image caption generator with Deep Learning in TensorflowIn my last tutorial, you learned how to create a facial recognition pipeline in Tensorflow with convolutional neural networks. In this…A response icon8A response icon8
InHackerNoon.combyCole Murray·Aug 7, 2017Building a Facial Recognition Pipeline with Deep Learning in TensorflowIn my last tutorial , you learned about convolutional neural networks and the theory behind them. In this tutorial, you’ll learn how to use…A response icon30A response icon30
