arXiv:2505.19660v1 Announce Type: new
Abstract: Open-domain question answering (OpenQA) represents a cornerstone in natural language processing (NLP), primarily focused on extracting answers from unstructured textual data. With the rapid advancements [1/8 of https://arxiv.org/abs/2505.19660v1]
Abstract: Open-domain question answering (OpenQA) represents a cornerstone in natural language processing (NLP), primarily focused on extracting answers from unstructured textual data. With the rapid advancements [1/8 of https://arxiv.org/abs/2505.19660v1]
May 27, 2025 at 6:31 AM
arXiv:2505.19660v1 Announce Type: new
Abstract: Open-domain question answering (OpenQA) represents a cornerstone in natural language processing (NLP), primarily focused on extracting answers from unstructured textual data. With the rapid advancements [1/8 of https://arxiv.org/abs/2505.19660v1]
Abstract: Open-domain question answering (OpenQA) represents a cornerstone in natural language processing (NLP), primarily focused on extracting answers from unstructured textual data. With the rapid advancements [1/8 of https://arxiv.org/abs/2505.19660v1]
#openQA now supports #AI via the #MCP. AI tools can query #test results, boosting #automation and #DevOps efficiency. #openSUSE news.opensuse.org/2025/09/23/o...
openQA Gains AI-Friendly Interface
Members of the openSUSE Project have advanced automated testing with the integration of Model Context Protocol (MCP) into the project’s openQA framework. Thi...
news.opensuse.org
September 23, 2025 at 3:08 PM
#openQA now supports #AI via the #MCP. AI tools can query #test results, boosting #automation and #DevOps efficiency. #openSUSE news.opensuse.org/2025/09/23/o...
Just proposed a course to the Linux Foundation to help people become open source & free software contributors, featuring Fedora Infrastructure & openSUSE openQA! Let's break barriers & grow the community together! 🚀 #OpenSource #FreeSoftware #LinuxFoundation #Fedora #openSUSE
April 28, 2023 at 2:24 PM
Just proposed a course to the Linux Foundation to help people become open source & free software contributors, featuring Fedora Infrastructure & openSUSE openQA! Let's break barriers & grow the community together! 🚀 #OpenSource #FreeSoftware #LinuxFoundation #Fedora #openSUSE
does anyone know if openqa is packaged on arch?
May 6, 2025 at 10:05 AM
does anyone know if openqa is packaged on arch?
openQA für automatische Tests von Linux-Distributionen und Enterprise-Produkten has been released on media.ccc.de #glt25 #Entwicklung #HSi1 #glt25deu https://media.ccc.de/v/glt25-540-openqa-fr-automatische-tests-von-linux-distributionen-und-enterprise-produkten
April 26, 2025 at 2:08 PM
openQA für automatische Tests von Linux-Distributionen und Enterprise-Produkten has been released on media.ccc.de #glt25 #Entwicklung #HSi1 #glt25deu https://media.ccc.de/v/glt25-540-openqa-fr-automatische-tests-von-linux-distributionen-und-enterprise-produkten
OpenSUSE anuncia su nuevo proyecto openQA, framework de testeo automatizado. Más info: http://j.mp/p37l5K #openQA #openSUSE
November 19, 2024 at 10:28 AM
OpenSUSE anuncia su nuevo proyecto openQA, framework de testeo automatizado. Más info: http://j.mp/p37l5K #openQA #openSUSE
Quality Engineering tackles elusive bugs using #openQA! Dive into our fast workflows and tools for debugging and squashing bugs with this #livestream www.youtube.com/live/RIy0f7H...
April 25, 2024 at 2:17 PM
Quality Engineering tackles elusive bugs using #openQA! Dive into our fast workflows and tools for debugging and squashing bugs with this #livestream www.youtube.com/live/RIy0f7H...
Learn to master bug reporting with #openQA. Check out this #openSUSE Conference talk to understand the logs, identify product bugs 🐛 & file reports seamlessly. youtu.be/3xsGGvoZEt8?...
openSUSE Conference 2024 - OpenQA - review jobs and file bug report
YouTube video by openSUSE
youtu.be
November 29, 2024 at 12:28 PM
Learn to master bug reporting with #openQA. Check out this #openSUSE Conference talk to understand the logs, identify product bugs 🐛 & file reports seamlessly. youtu.be/3xsGGvoZEt8?...
How do you feel about installing #openqa on #kubernetes via helm charts? It might be easier than you think 😸 https://em.0x45.cz/posts/installing-openqa-on-kubernetes-with-helm-charts/
P.S. in case you didn't know openQA is the framework used to test #opensuse, #debian, #fedora and many other […]
P.S. in case you didn't know openQA is the framework used to test #opensuse, #debian, #fedora and many other […]
Original post on social.stim.toys
social.stim.toys
June 17, 2025 at 7:48 AM
How do you feel about installing #openqa on #kubernetes via helm charts? It might be easier than you think 😸 https://em.0x45.cz/posts/installing-openqa-on-kubernetes-with-helm-charts/
P.S. in case you didn't know openQA is the framework used to test #opensuse, #debian, #fedora and many other […]
P.S. in case you didn't know openQA is the framework used to test #opensuse, #debian, #fedora and many other […]
OpenQA and OBS are the best things in Linux. ❤️
October 8, 2024 at 8:41 PM
OpenQA and OBS are the best things in Linux. ❤️
Emrah Budur, R{\i}za \"Oz\c{c}elik, Dilara Soylu, Omar Khattab, Tunga G\"ung\"or, Christopher Potts
Building Efficient and Effective OpenQA Systems for Low-Resource Languages
https://arxiv.org/abs/2401.03590
Building Efficient and Effective OpenQA Systems for Low-Resource Languages
https://arxiv.org/abs/2401.03590
June 6, 2024 at 11:32 AM
Emrah Budur, R{\i}za \"Oz\c{c}elik, Dilara Soylu, Omar Khattab, Tunga G\"ung\"or, Christopher Potts
Building Efficient and Effective OpenQA Systems for Low-Resource Languages
https://arxiv.org/abs/2401.03590
Building Efficient and Effective OpenQA Systems for Low-Resource Languages
https://arxiv.org/abs/2401.03590
🚀 Check out our latest video on #openQA during this year's #openSUSE! Conference! Learn how to identify #bugs, gather logs, file reports & use the #webUI. 📺 #software #QA #Automation youtu.be/3xsGGvoZEt8?...
openSUSE Conference 2024 - OpenQA - review jobs and file bug report
https://media.ccc.de/v/4459-openqa-review-jobs-and-file-bug-reportOpenSUSE job review/bug reportWe have automation tests running in https://openqa.opensuse.o...
youtu.be
July 23, 2024 at 1:09 PM
🚀 Check out our latest video on #openQA during this year's #openSUSE! Conference! Learn how to identify #bugs, gather logs, file reports & use the #webUI. 📺 #software #QA #Automation youtu.be/3xsGGvoZEt8?...
With new #MCP support, AI assistants can query #openQA test jobs, summarize failures, and help track regressions, all through a standard API. Explore how this boosts testing efficiency for #openSUSE #development. news.opensuse.org/2025/09/23/o...
openQA Gains AI-Friendly Interface
Members of the openSUSE Project have advanced automated testing with the integration of Model Context Protocol (MCP) into the project’s openQA framework. Thi...
news.opensuse.org
October 31, 2025 at 6:57 AM
With new #MCP support, AI assistants can query #openQA test jobs, summarize failures, and help track regressions, all through a standard API. Explore how this boosts testing efficiency for #openSUSE #development. news.opensuse.org/2025/09/23/o...
Learn how to use #openQA to file effective bug reports! 🐞💻 This #openSUSE Conference video looks at identifying product bugs, grabbing logs & submitting clear reports via the openQA #webUI. Boost your bug-reporting skills & help us keep things green! 🌱 youtu.be/O6YNJkVu0Dw?...
OpenQA - review jobs and file bug report
YouTube video by openSUSE
youtu.be
October 30, 2024 at 11:19 AM
Learn how to use #openQA to file effective bug reports! 🐞💻 This #openSUSE Conference video looks at identifying product bugs, grabbing logs & submitting clear reports via the openQA #webUI. Boost your bug-reporting skills & help us keep things green! 🌱 youtu.be/O6YNJkVu0Dw?...
Wed in #fedora infra land:
* Talked with CoreOS and openqa about moving to new datacenter early. Might work.
* Did some testing in staging with adding a index to the silly mailman3 bounceevents table. Then did it in production. Wow. From 100% i/o all the time to still some high spikes, but not […]
* Talked with CoreOS and openqa about moving to new datacenter early. Might work.
* Did some testing in staging with adding a index to the silly mailman3 bounceevents table. Then did it in production. Wow. From 100% i/o all the time to still some high spikes, but not […]
Original post on fosstodon.org
fosstodon.org
April 11, 2025 at 1:04 AM
Wed in #fedora infra land:
* Talked with CoreOS and openqa about moving to new datacenter early. Might work.
* Did some testing in staging with adding a index to the silly mailman3 bounceevents table. Then did it in production. Wow. From 100% i/o all the time to still some high spikes, but not […]
* Talked with CoreOS and openqa about moving to new datacenter early. Might work.
* Did some testing in staging with adding a index to the silly mailman3 bounceevents table. Then did it in production. Wow. From 100% i/o all the time to still some high spikes, but not […]
Don't miss distributions at #FOSDEM! #Linux topics like dependency bundling, building distributions & more. Talks include:
🕚 11:00: Bridging the Gap Between #Fedora & #openSUSE
🕐 13:00: Engineering Stable Rolling Releases with #OBS and #openQA
fosdem.org/2025/schedul...
🕚 11:00: Bridging the Gap Between #Fedora & #openSUSE
🕐 13:00: Engineering Stable Rolling Releases with #OBS and #openQA
fosdem.org/2025/schedul...
FOSDEM 2025 - Distributions
fosdem.org
January 21, 2025 at 8:23 AM
improve the OpenQA performance by exploring Knowledge Integration and controllable Generation on LLMs simultaneously. Specifically, we first train a dense passage retrieval model to retrieve associated knowledge from a given knowledge base. [4/8 of https://arxiv.org/abs/2505.19660v1]
May 27, 2025 at 6:31 AM
improve the OpenQA performance by exploring Knowledge Integration and controllable Generation on LLMs simultaneously. Specifically, we first train a dense passage retrieval model to retrieve associated knowledge from a given knowledge base. [4/8 of https://arxiv.org/abs/2505.19660v1]
Won't happen to openSUSE, I know them very well because I've been an active user since 2007 and ver 10.3 when they launched Zypper. It was superior to Yum back in the days. In the meantime, they launched openSUSE Build Service and openQA.
July 3, 2023 at 4:33 AM
Won't happen to openSUSE, I know them very well because I've been an active user since 2007 and ver 10.3 when they launched Zypper. It was superior to Yum back in the days. In the meantime, they launched openSUSE Build Service and openQA.
I sometimes love reading Linux subreddits
November 29, 2024 at 5:26 AM
I sometimes love reading Linux subreddits
Ill answer honestly trust me :]
If you have other questions you can ask me aswell! Anyways good luck.
#welcome #bluesky #questions #openQA
Also I hope your holidays havs been bright and your times with families or whomever if ever has made you happy. Just know that you matter! ⚡️
If you have other questions you can ask me aswell! Anyways good luck.
#welcome #bluesky #questions #openQA
Also I hope your holidays havs been bright and your times with families or whomever if ever has made you happy. Just know that you matter! ⚡️
December 29, 2024 at 4:21 PM
Ill answer honestly trust me :]
If you have other questions you can ask me aswell! Anyways good luck.
#welcome #bluesky #questions #openQA
Also I hope your holidays havs been bright and your times with families or whomever if ever has made you happy. Just know that you matter! ⚡️
If you have other questions you can ask me aswell! Anyways good luck.
#welcome #bluesky #questions #openQA
Also I hope your holidays havs been bright and your times with families or whomever if ever has made you happy. Just know that you matter! ⚡️
🧑💻🔍 #openQA is key to delivering stable systems for #openSUSE's distributions and flavors! check out this showcase on it ecosystem, #features and more. youtu.be/cLyEpkJSD88?...
openQA - current state and moving forward
YouTube video by openSUSE
youtu.be
October 21, 2024 at 3:24 PM
🧑💻🔍 #openQA is key to delivering stable systems for #openSUSE's distributions and flavors! check out this showcase on it ecosystem, #features and more. youtu.be/cLyEpkJSD88?...
Today in #fedora infra land:
* Got the last 3 old devices located. Now just need to get things on the right vlans and install. Most will be builders or openqa workers.
* Provisioned the backup signing vault
* Hit weird issue with ns03 being up, but not reachable. Asked networking folks.
I did […]
* Got the last 3 old devices located. Now just need to get things on the right vlans and install. Most will be builders or openqa workers.
* Provisioned the backup signing vault
* Hit weird issue with ns03 being up, but not reachable. Asked networking folks.
I did […]
Original post on fosstodon.org
fosstodon.org
July 16, 2025 at 12:35 AM
Today in #fedora infra land:
* Got the last 3 old devices located. Now just need to get things on the right vlans and install. Most will be builders or openqa workers.
* Provisioned the backup signing vault
* Hit weird issue with ns03 being up, but not reachable. Asked networking folks.
I did […]
* Got the last 3 old devices located. Now just need to get things on the right vlans and install. Most will be builders or openqa workers.
* Provisioned the backup signing vault
* Hit weird issue with ns03 being up, but not reachable. Asked networking folks.
I did […]
today in # fedora qa: * polished up my # openqa template PR - https:// github.com/os-autoinst/openQA/ pull/6446 * looked into a broken util-linux update - https:// bodhi.fedoraproject.org/update s/FEDORA-2025-dd6b6950ff#comment-4084283 * looked into a ...
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Origin
fosstodon.org
May 14, 2025 at 1:33 AM
@ letoams # openqa did see a firefox crash in Maps tests (when trying to open a web link from the About page) - https:// openqa.fedoraproject.org/tests /3853444#step/about/10
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Origin
fosstodon.org
October 10, 2025 at 5:20 PM