Seek AI Tawuriwt Tagejdant: Asnas Web n Tesleḍt n Isefka sɣur Eric Wu

Seek AI Tawuriwt Tagejdant: Asnas Web n Tesleḍt n Isefka sɣur Eric Wu d anerbaz yettwaqadren meqqren n 2025 Tarbaḥt A' Design Award n Uzzal deg Taggayt n Tnaflit n Afeṣṣel n Useɣẓan.

UzzalAseɣẓan· 2025

Seek AI Tawuriwt Tagejdant: Asnas Web n Tesleḍt n Isefka

sɣur Eric Wu

Amsaɣ: Seek AI

Anerbaz n Tarbaḥt A' Design Award n Uzzal deg Taggayt n Aseɣẓan

14,785

Anerbaz n Urraz Yettwasenqden

Senqed Addad n Urraz i #165510

Rzu ɣer usmel Wali deg A' Design Award Tabḍert n tɣamsa Tanecḍa n wammud

Initen

Afeṣṣel

Ɣef Seek AI Tawuriwt Tagejdant: Asnas Web n Tesleḍt n Isefka

Aḍris n Tektabt: Seek AI d asnas web i yeǧǧan imseqdacen n texdimt ad steqsin ɣef isefka-nsen s tutlayt tunṣibt. Seek AI yesnekkar isteqsiyen s tutlayt tunṣibt ɣer tengalt SQL s useqdec n templasin timeqqranin n tutlayin akked uɣawas n umahil usnamekwal yettwaheggan. Asuf-agi yeqqen ɣer tḥerzin n isefka am Snowflake, BigQuery akked Redshift. Agrudem n udiwenni yemsudes akked umaẓrag SQL izemren ad yettwasneflen, s wakka yal asteqsi yezmer ad yettwaslaḍ yerna ad yettwaselḥu. Agrudem n umεiwen yettεawan deg umahil srid deg umaẓrag. Imseqdacen zemren daɣen ad rnun asali n tugniwin (visualisations) akked usebḍi n tegmam nsen d imcerkiyen.

Asmekti

Ɣef Tarbaḥt A' Design Award n Uzzal

Seek AI Tawuriwt Tagejdant: Asnas Web n Tesleḍt n Isefka d amerbaḥ n Tarbaḥt A' Design Award n Uzzal, tagmat i yisnulfa yelhan i yemmalen ayen i d-ttrajun yimdanen seg yisnulfa yelhan. Imerbaḥen n Uzzal ttbanen d tmusni, tmahilt d tazmert n yimahilen-nsen. Seek AI Tawuriwt Tagejdant: Asnas Web n Tesleḍt n Isefka ad yili d asnulfu yettwaɛezzen, yelhan, amaynut. Isnulfa-a ttwaɛezzen imi ɛawnen deg tudert, rran ddunit ugar n lxir.

Deffir n ufeṣṣel

Tagrurt n tɣamsa

Ismawen n terbaɛt, iferdisen itiknikanen akked telɣut i d-yefka umeṣṣufeɣ.

Taɣara Tasuft: Seek is a generative AI platform that empowers business users to query their datasets and frees up data teams from ad-hoc requests for analysis. It automatically converts natural language questions into high-quality SQL code. With the efficiency of Seek, data teams are able to focus more on big questions that matter.
Tigejdiwin & Akemmus: Seek AI is a web application built with technologies like Next.js, React, and Django. Seek connects to popular data warehouses such as Snowflake, BigQuery, and Redshift. Seek uses a custom agentic AI framework to generate data queries based on natural language questions from the user.
Tibzimin: Generative AI, enterprise application, data analytics
Tasnakta n Ufares: Seek AI utilizes large language models to generate queries.
Asewḥel n Usnulfu: The challenge was balancing the precision of a data-driven interface with the freedom of an AI chat bot. Research and practice have shown that an entirely uncontrolled AI chatbot performs poorly on structured data, which has low tolerance for any degree of mistakes. On the other hand, user satisfaction greatly increases when the AI has more perceived autonomy and performs more like humans. The design of Seek AI treats the precise SQL editor as an expandable feature within the chat, while also allowing for the option to engage with it solely. A side AI assistant in the editor itself provides the continuity of AI interaction, while acknowledging that in the technical editor interface, AI becomes an assistant to the precision and lets the user take agency. This approach proves to be highly effective as users are able to freely toggle between the two modes of working and ensure that queries are accurate.
Anadi: In the design process, I conducted user research with multiple clients who agreed to be design partners. The research focused on how people perceive accuracy and precision in the context of AI-generated data queries. We found that while people ultimately value precision the most (as they claim), user satisfaction was actually less with a system that is more guardrailed to be precise than making errors. With humanized AI systems, users gain satisfaction from responsive engagement with the system, even though the primary function of the system may be productivity and accurate data queries.
Aseḥbiber: I have designed this product with the mindset that data tools should be both accessible and efficient. With the rise of generative AI, we're at a unique intersection in design where complex mental models can easily be explained away by AI. However, AI also runs the risk of simplifying things too much and losing accuracy in the process. As a data-centric software, it is paramount that Seek maintains accuracy and precision alongside any usability improvement brought by AI.
Tanzagt n Usenfar: The project is receiving continuous feature updates. The current iteration was has been developed since the beginning of 2024.
Tanila n Umahil: With Seek AI, users can ask questions about their data in natural language, and Seek would generate queries for them. This makes it easier for data professionals to write queries for complex datasets. Additionally, Seek allows users to create visualization or share insights with collaborators.
Igmamen n Terbaɛt: Eric Wu
Imsuren n Tugniwin: Image credit: Eric Wu
Video credit: Eric Wu