What is Natural Language Processing?
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.
Currently, MindsDB’s NLP engine is powered by Hugging Face and OpenAI. But we plan to expand to other NLP options in the future, so stay tuned!