3min chapter

Practical AI: Machine Learning, Data Science, LLM cover image

Data augmentation with LlamaIndex

Practical AI: Machine Learning, Data Science, LLM

CHAPTER

The Power of Language Models

The power of language models is their ability to just comprehend unstructured text and also natural language. And so this matters in both ways in terms of how you can store the data as well as query the data. So for instance, let's say you have a PDF document or like any sort of like Microsoft Word document or even an HTML web page,. You know, just extract the text from it, dump it into the input prompt and then just tell the L: "Can you please answer this following question?" The crazy thing is the language model can actually do that assuming, you know, it fits within the prompt space. This kind of affects the way you do like ETL and data

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