Natural Language Processing (NLP) is a branch of artificial intelligence that enables computers to understand, interpret, and manipulate human language.
Some of the most popular applications of NLP include:
- sentiment analysis,
- text summarization,
- machine translation,
- question answering,
- text classification,
- named entity recognition,
- topic modeling,
- and more.
In businesses and applications, NLP is a powerful tool used to utilize the potential of data. It can help to:
- extract insights from unstructured data,
- automate processes,
- improve customer service,
- and more.
MindsDB provides a powerful NLP engine that can use pre-trained NLP models to extract insights from text-based data without the need for a vast amount of experience or in-depth knowledge of linguistics and data science.
MindsDB’s NLP engine for pre-trained models is powered by Hugging Face, a leading open-source NLP library that provides a wide range of pre-trained NLP models that can be used to extract insights from your text-based data and OpenAI’s GPT-3 and GPT-4 models, OpenAI’s GPT-3 and GPT-4 models are a powerful set of pre-trained NLP models, It has the record of being the largest neural network ever built with 175 billion parameters.