Data extraction: The many ways to get LLMs to spit JSON content
Data extraction from unstructured text is a very important task where LLMs shine, as they understand human languages well. Rumor has it that 80% of the worldwide knowledge and data comes in the form of unstructured text (vs 20% for data stored in databases, spreadsheets, JSON/XML, etc.) Letβs see how we can get access to that trove of information thanks to LLMs.
In this article, weβll have a look at different techniques to make LLMs generate JSON output and extract data from text.
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