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
US / Canada
UK / Australia
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
-
Linux Mint 22.3 Now Available with New Tools
Linux Mint 22.3 has been released with a pair of new tools for system admins and some pretty cool new features.
-
New Linux Malware Targets Cloud-Based Linux Installations
VoidLink, a new Linux malware, should be of real concern because of its stealth and customization.
-
Say Goodbye to Middle-Mouse Paste
Both Gnome and Firefox have proposed getting rid of a long-time favorite Linux feature.
-
Manjaro 26.0 Primary Desktop Environments Default to Wayland
If you want to stick with X.Org, you'll be limited to the desktop environments you can choose.
-
Mozilla Plans to AI-ify Firefox
With a new CEO in control, Mozilla is doubling down on a strategy of trust, all the while leaning into AI.
-
Gnome Says No to AI-Generated Extensions
If you're a developer wanting to create a new Gnome extension, you'd best set aside that AI code generator, because the extension team will have none of that.
-
Parrot OS Switches to KDE Plasma Desktop
Yet another distro is making the move to the KDE Plasma desktop.
-
TUXEDO Announces Gemini 17
TUXEDO Computers has released the fourth generation of its Gemini laptop with plenty of updates.
-
Two New Distros Adopt Enlightenment
MX Moksha and AV Linux 25 join ranks with Bodhi Linux and embrace the Enlightenment desktop.
-
Solus Linux 4.8 Removes Python 2
Solus Linux 4.8 has been released with the latest Linux kernel, updated desktops, and a key removal.