Machine Learning

AI

Function calling using LLMs

While LLMs excel at generating cogent text based on their training data, they may also need to interact with external systems. Function calling allows them to construct such calls. The LLM does not execute these calls directly, instead it creates a data structure that describes the call, passing that to a separate program for execution and further processing.

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Data Engineering

The Curse of the data lake monster

Artificial intelligence and machine learning are currently all the rage. Every organisation is trying to jump on this bandwagon and cash in on their data reserves. Organisations are investing a lot in building fancy data lakes but often without considering the use cases. In this essay, Lucy and I explain a better approach.

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Data Engineering

The Curse of the data lake monster

Artificial intelligence and machine learning are currently all the rage. Every organisation is trying to jump on this bandwagon and cash in on their data reserves. Organisations are investing a lot in building fancy data lakes but often without considering the use cases. In this essay, Lucy and I explain a better approach.

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