Artificial Intelligence
Zero Shot Learning
Zero Shot. Zero Shot is a natural language processing technique that allows intelligent agents to recognize features that have not been previously trained. Zero Shot requires no training data, allowi…
WeniGPT
WeniGPT is a generative AI developed by Weni, with the purpose of providing assertive answers to users, using an exclusive base for the customer. Its key features include advanced intelligence and a…
What is the Weni Platform's AI Module?
BotHub is an open platform for predicting, training, and sharing NLU (Natural Language Understanding) datasets in multiple languages in a cooperative way. With BotHub, you can not only create NLP dat…
Overview
Intelligence (or repository) is the main part of your bot. Is where all the information about your bot is. Here, you can find the following sections: Summary : contains the languages, description, in…
What is an Intelligence?
Overview. A Dataset or Intelligence , is the main part of your bot. Is where all the training, test, and translations sentences are, also the general configuration of your bot. In the homepage, you w…
Intents and Entities
Intent classification and Entity extraction. The dataset is composed by training sentences and testing sentences. These sentences helds important components used to define your intelligence context:…
Hands-on
Introduction. Now that you have Created an account , let's train an intelligence thats understands and interprets your customers' messages We will follow some steps First, you must create a new intel…
Creating an Intelligence
You can create new intelligences in BotHub as you like. To do so, just follow the steps in this tutorial. In the home page, click on the "new bot" button on the top right of the screen. Then fill in…
Training your Intelligence
Overview. We call "Training" in BotHub the action of generating a new model (intelligence) from all existing training sentences. This model will be responsible for receiving user inputs (sentences) a…
Intelligence Force
Intelligence Force. Here we will talk about the intelligence force, as shown in Summary tab; how it works and what it means. The intelligence force is a simple way of measuring how well intelligence…
Tests
After adding a lot of examples for each intent in your dataset, you may want to know if your intelligence is working well, right? To check if your training data is behaving as expected you can use Bo…
Inbox
The most common needs when using your dataset to classify real data are: Analyze how your dataset is performing. Improve your dataset with real data. BotHub has a very useful tool to achieve both: th…
Translating your dataset
One of BotHub's main feature is that you can easily translate your dataset, so your intelligence can start predicting and understanding inputs from other languages! In this article, you will learn ho…
Share your AI with translators
Bouhub lets you share your AI with other translators in a very simple way: 1.1 – Select “Translate” under “Translation” on the main menu. 1.2 – Click on “Send to translators”: 1.3 – Bothub will give…
Requesting authorization
You can ask to contribute in any intelligence on BotHub just by making an authorization request! In this article you will learn how to request authorization to a intelligence on BotHub. Use the searc…
Versions
Overview. In BotHub you can manage versions of your intelligence as you need. This versioning feature is very useful when users are changing the original dataset and gives you control of what informa…
Settings
In the Settings section, you can manage general information of your intelligence such as Name, Description, Language, Categories, prediction algorithm, and IA options. In this article, we will learn…
Integration
As a platform that allows the easy use of NLP in applications, Weni's integration process with external services is very simple! In this article, you will learn how to Integrate with the prediction A…
Integrate an intelligence to your project in the Weni Platform
The native integration is an exclusive feature from the new Weni Platform. On the Weni platform, it is possible to add intelligence to your project, and thus use it natively in Weni Flows. To do this…
Introducing the Content Intelligence
The Content Intelligence is an exclusive feature from the new Weni Platform. As a result of the constant innovation in our Artificial Intelligence studies, a new type of Intelligence is available in…
Integrating a Content Intelligence
Integrating a content intelligence is done in just a few steps. In this guide, we'll explain what's needed. Accessing the necessary information. Before making the flow, separate the information that…
Updates
A new version of Bothub was released and this post will highlight the main changes.
Glossary
In this article, you can find the meaning of some terms and expressions that you may found in BotHub. Most of these terms are largely used in NLP platforms but a few of them are specific parts of the…
Guidelines and Good practices
For we to have an Intelligence built in the best possible way, meaning, with an assertive dataset in its predictions, we should follow a few good practices when creating the training examples. In thi…
