Open Source

AI Assistants in Healthcare: An Open Source Starter Pack for Developers to Automate Full Conversations

Medicare Locator is an example AI assistant and chatbot to help developers in healthcare with their own, using open source tools and APIs.…

Rasa NLU in Depth: Part 3 – Hyperparameter Tuning

Part 3 of our Rasa NLU in Depth series covers hyperparameter tuning. We will explain how to use Docker containers to run a Rasa NLU hyperparameter search for the best NLU pipeline at scale.…

Rasa NLU in Depth: Part 2 – Entity Recognition

Part 2 of our Rasa NLU in Depth series covers entity recognition. We will explain which components you should use for which type of entity and how to tackle common problems like fuzzy entities.…

How to build HIPAA compliant AI Assistants using Rasa Stack

TL;DR: Rasa Stack provides a way to develop your HIPAA compliant conversational AI Assistants. It gives you the full functionality and flexibility to build scalable…

Rasa NLU in Depth: Part 1 – Intent Classification

This is part one of our three-part in-depth series about Rasa NLU. It will cover intent classification components, when to choose which and how to solve common real-world problems.…

Going beyond ‘Hey Google’: building a Rasa-powered Google Assistant

In this post, we are going to show you how you can enable your Google Assistant to handle deeper and more natural conversations by integrating it with Rasa Stack.…

How to migrate your existing Google DialogFlow assistant to Rasa

Migration from DialogFlow to Rasa is one of the most common requests from the Rasa community. This post is going to cover a step-by-step process of migrating an existing DialogFlow assistant to Rasa.…

Building your own Duplex AI agent using Rasa and Twilio

We can all relate to the frustrations of calling a business that uses an IVR system - "press 2 to talk to sales, press 3…

How to build a GDPR compliant chatbot or voice assistant

The General Data Protection Regulation (GDPR) is going into effect and everyone needs to comply with it. But in order to build bots and conversational AI you need data. This data comes mostly from your customers and can be sensitive.…