Skip to content Extracting Structured Data with LangExtract: A Deep Dive into LLM-Orchestrated Workflows
Having developed raw LLM workflows for structured extraction tasks, I have observed several pitfalls in them over time. In one ...
Read more Should We Use LLMs As If They Were Swiss Knives?
or so, it has been impossible to deny that there has been an increase in the hype level towards AI, ...
Read more Crafting a Custom Voice Assistant with Perplexity
, Alexa, and Siri are the dominating voice assistants available for everyday use. These assistants have become ubiquitous in almost ...
Read more Context Engineering — A Comprehensive Hands-On Tutorial with DSPy
Context Engineering by now. This article will cover the key ideas behind creating LLM applications using Context Engineering principles, visually ...
Read more Advanced Topic Modeling with LLMs
This article is a continuation of topic modeling open-source intelligence (OSINT) from the OpenAlex API. In a previous article, I ...
Read more Use OpenAI Whisper for Automated Transcriptions
development lately with large language models (LLMs). A lot of the focus is on the question-answering you can do with ...
Read more Data Has No Moat! | Towards Data Science
of AI and data-driven projects, the importance of data and its quality have been recognized as critical to a project’s ...
Read more The Impact of GenAI and Its Implications for Data Scientists
GenAI systems affect how we work. This general notion is well known. However, we are still unaware of the exact ...
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