NLP 101

Build a private AI-powered application in just 5 Minutes!

In this article, we will create a Streamlit app that utilizes Ollama and other NLP libraries to process large user input text and generate key information.

Natural Language Processing (NLP) is a branch of artificial intelligence (AI) that serves as a fascinating bridge between humans and machines. It involves teaching machines to understand, interpret, and generate human language. NLP opens doors to endless possibilities — from creating intelligent chatbots to analyzing vast amounts of text data in seconds. Some of the common use cases (but not limited to) include:

• Summarize articles or reports: Generate concise summaries of lengthy texts.
• Analyze customer feedback: Identify key aspects customers are talking about and their sentiments.
• Extract important information: Quickly pull out facts, entities, and keywords from large datasets.

The figure below shows some of the most commonly used NLP tasks.