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Automate advanced agentic RAG pipeline with Amazon SageMaker AI

Retrieval Augmented Generation (RAG) is a fundamental approach for building advanced generative AI applications that connect large language models (LLMs) to enterprise knowledge. However, crafting a reliable RAG pipeline is rarely a one-shot process. Teams often need to test dozens of configurations (varying chunking strategies, embedding models, retrieval techniques, and prompt designs) before arriving at …

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Enhance video understanding with Amazon Bedrock Data Automation and open-set object detection

In real-world video and image analysis, businesses often face the challenge of detecting objects that weren’t part of a model’s original training set. This becomes especially difficult in dynamic environments where new, unknown, or user-defined objects frequently appear. For example, media publishers might want to track emerging brands or products in user-generated content; advertisers need …

This sub has had a distinct lack of dancing 1girls lately

So many posts with actual new model releases and technical progression, why can’t we go back to the good old times where people just posted random waifus? /s Just uses the standard Wan 2.2 I2V workflow with a wildcard prompt like the following repeated 4 or 5 times: {hand pops|moving her body and shaking her …