We explore practical approaches to dataset construction, examining the advantages and limitations of 3 primary methods: fully manual preparation by expert annotators, fully synthetic generation using ...
Use the vitals package with ellmer to evaluate and compare the accuracy of LLMs, including writing evals to test local models ...
Rome wasn’t built in a day, and neither is a highly optimized website that ranks well on Google and delights users. Producing high-quality, expert content that answers every aspect of a user’s query ...
The role of Artificial Intelligence in technology companies is rapidly evolving; AI use cases have evolved from passive information processing to proactive agents capable of executing tasks. According ...
Alex Merced is the co-author of O'Reilly's "Apache Iceberg: The Definitive Guide" and a developer advocate for Dremio ...
Text-to-SQL conversion is a vital aspect of Natural Language Processing (NLP) that enables users to query databases using everyday language rather than technical SQL commands. This process is highly ...
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