Natural Language Processing (NLP) is the field of artificial intelligence that focuses on enabling computers to understand, interpret, and generate human language in a natural way. NLP techniques allow computers to analyze and derive meaning from human language data, such as text and speech, enabling them to perform tasks like sentiment analysis, language translation, text summarization, named entity recognition, and more.
Hi Community, In this article, I will demonstrate below steps to create your own chatbot by using spaCy (spaCy is an open-source software library for advanced natural language processing, written in the programming languages Python and Cython):
Step1: Install required libraries
Step2: Create patterns and responses file
Step3: Train the Model
Step4: Create ChatBot Application based on the trained model
With the advent of Embedded Python, a myriad of use cases are now possible from within IRIS directly using Python libraries for more complex operations. One such operation is the use of natural language processing tools such as textual similarity comparison.
Hello everyone, I’m a French student that just arrived in Prague for an academical exchange for my fifth year of engineering school and here is my participation in the interop contest.
I hadn’t much time to code since I was moving from France to Prague and I’m participating alone, so I decided to make a project that’s more like a template rather than an application.
In this article, I will introduce my application IRIS-GenLab.
IRIS-GenLab is a generative AI Application that leverages the functionality of Flask web framework, SQLALchemy ORM, and InterSystems IRIS to demonstrate Machine Learning, LLM, NLP, Generative AI API, Google AI LLM, Flan-T5-XXL model, Flask Login and OpenAI ChatGPT use cases.
As said in the previous article about the iris-fhir-generative-ai experiment, the project logs all events for analysis. Here we are going to discuss two types of analysis covered by analytics embedded in the project:
🌍 Inclusion & Innovation in Education 🌍 Our project reimagines learning for all students, with a focus on accessibility and interactive experiences. Built with the goal of making education engaging and inclusive, the tool is designed to support students of all abilities in learning complex material in an intuitive way.
💡 What It Does This educational app transforms lesson presentations into interactive study sessions:
All time
Open Exchange app
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