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Bliki: ConwaysLaw

Hacker News

We often see how inattention to the law can twist system architectures. If an architecture is designed at odds with the development organization's structure, then tensions appear in the software structure. Two worthwhile books on this topic are Agile IT Organization Design. Further Reading. Acknowledgements.

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How Q4 Inc. used Amazon Bedrock, RAG, and SQLDatabaseChain to address numerical and structured dataset challenges building their Q&A chatbot

Flipboard

During the embeddings experiment, the dataset was converted into embeddings, stored in a vector database, and then matched with the embeddings of the question to extract context. The generated query is then run against the database to fetch the relevant context. Based on the initial tests, this method showed great results.

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Build multi-agent systems with LangGraph and Amazon Bedrock

AWS Machine Learning Blog

The key features of LangGraph Studio are: Visual agent graphs The IDEs visualization tools allow developers to represent agent flows as intuitive graphic wheels, making it straightforward to understand and modify complex system architectures. Hotel booking required for 5 days. Flight search needed for March 15, 2025.

AWS 123
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Automating product description generation with Amazon Bedrock

AWS Machine Learning Blog

The platform enables you to create managed agents for complex business tasks without the need for coding, such as booking travel, processing insurance claims, creating ad campaigns, and managing inventory. Product database – The central repository stores vendor products, images, labels, and generated descriptions.

AWS 117