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How to make a Retrieval Augmented Generation (RAG) solution quickly with Amazon Bedrock and Django
Let's build a simple RAG solution using Bedrock and Django. This is a great introductory project when trying to learn more about Large Language Models and AI Integration.
How to deploy Django on AWS Lambda
How to host a Django 5 project for a few cents per month?
Where do I host my Django 5 projects for free?
Vercel surprisingly offers free Django 5 hosting for low-traffic sites. Read on to learn how.
Serverless apps: The startup founder's secret weapon
How can you build web scale apps on a shoestring budget?
How to run Shopify CLI in AWS Cloud 9
I find AWS Cloud9 to be a very performant and useful programming development environment. What makes Cloud9 so appealing for me is its fast internal network speed, making downloading dependency libraries and containers several times faster than if I
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AI-Powered Legal Insights for Philippine Laws
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Find foreclosed properties in Metro Manila
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Text summarization with Amazon SageMaker and Hugging Face | Amazon Web Services
In this post, we show you how to implement one of the most downloaded Hugging Face pre-trained models used for text summarization, DistilBART-CNN-12-6, within a Jupyter notebook using Amazon SageMaker and the SageMaker Hugging Face Inference Toolkit. Based on the steps shown in this post, you can try summarizing text from the WikiText-2 dataset managed […]
Deploy models with Amazon SageMaker Serverless Inference - Amazon SageMaker AI
Deploy and scale ML models without configuring or managing any of the underlying infrastructure with Amazon SageMaker Serverless Inference.
DeepSeek-R1 now available as a fully managed LLM model in Amazon Bedrock
AWS expands the ways that customers can get started with DeepSeek-R1 and its distilled variants in Amazon Bedrock.
NLP vs LLM: A Comprehensive Guide to Understanding Key Differences
The NLP and LLM technologies are central to the analysis and generation of human language on a large scale. With their growing prevalence…