Roll your own chatbot with Rasa
Causal Chat
Many websites offer an automated feature that responds to visitor questions. If you're ready to build your own web chatbot, but don't have time to become an AI expert, Rasa Open Source can help.
You can imagine a chatbot as a kind of robot that talks to you. Underpinning the chatbot experience is software that can analyze language in text form and find an appropriate response. The technical term for this process is Natural Language Processing (NLP). In the past, NLP systems were completely rule-based. To be more precise, state machines were used to conduct the conversations.
However, rule-based chatbots were extremely limited. They were only suitable for processing simple standard tasks. A chatbot could provide information about a specific item in an online store or the opening hours of a museum. However, recent AI techniques allow for a much greater range of expression. Modern AI-based chatbots are very capable of conducting complex conversations.
Modern chatbots start by analyzing the request and trying to understand what it means. This step is known as Natural Language Understanding (NLU). The result is machine-readable information, such as keywords or specific email addresses.
[...]
Buy this article as PDF
(incl. VAT)
Buy Linux Magazine
Subscribe to our Linux Newsletters
Find Linux and Open Source Jobs
Subscribe to our ADMIN Newsletters
Support Our Work
Linux Magazine content is made possible with support from readers like you. Please consider contributing when you’ve found an article to be beneficial.
News
-
Fedora 43 Has Finally Landed
The Fedora Linux developers have announced their latest release, Fedora 43.
-
KDE Unleashes Plasma 6.5
The Plasma 6.5 desktop environment is now available with new features, improvements, and the usual bug fixes.
-
Xubuntu Site Possibly Hacked
It appears that the Xubuntu site was hacked and briefly served up a malicious ZIP file from its download page.
-
LMDE 7 Now Available
Linux Mint Debian Edition, version 7, has been officially released and is based on upstream Debian.
-
Linux Kernel 6.16 Reaches EOL
Linux kernel 6.16 has reached its end of life, which means you'll need to upgrade to the next stable release, Linux kernel 6.17.
-
Amazon Ditches Android for a Linux-Based OS
Amazon has migrated from Android to the Linux-based Vega OS for its Fire TV.
-
Cairo Dock 3.6 Now Available for More Compositors
If you're a fan of third-party desktop docks, then the latest release of Cairo Dock with Wayland support is for you.
-
System76 Unleashes Pop!_OS 24.04 Beta
System76's first beta of Pop!_OS 24.04 is an impressive feat.
-
Linux Kernel 6.17 is Available
Linus Torvalds has announced that the latest kernel has been released with plenty of core improvements and even more hardware support.
-
Kali Linux 2025.3 Released with New Hacking Tools
If you're a Kali Linux fan, you'll be glad to know that the third release of this famous pen-testing distribution is now available with updates for key components.

