Seek AI Karê Sereke: Sepana Webê ya Analîtîka Daneyan لەلایەن Eric Wu

دیزاینی Seek AI Karê Sereke: Sepana Webê ya Analîtîka Daneyan لەلایەن Eric Wu خەڵاتگرێکی بەناوبانگی خەڵاتی شکۆمەندی 2025 Xelata A' Design Award a Hesinîn لە پۆلی پێشبڕکێی Dîzayna Nermalavê.

HesinNermalav· 2025

Seek AI Karê Sereke: Sepana Webê ya Analîtîka Daneyan

لەلایەن Eric Wu

کڕیار: Seek AI

خەڵاتگری Xelata A' Design Award a Hesinîn لە پۆلی Nermalav

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سەردانی ماڵپەڕ بینین لە A' Design Award ڕاگەیاندنی چاپەمەنی نیشانەی خەڵات

ڕەنگەکان

دیزاینەکە

دەربارەی Seek AI Karê Sereke: Sepana Webê ya Analîtîka Daneyan

Metna Pirtûkê: Seek AI sepanek webê ye ku bikarhênerên karsaziyê dihêle bi zimanê asayî li ser daneyên xwe pirsan bikin. Seek AI pirsên bi zimanê xwezayî vediguhezîne kodê SQL bi karanîna modelên zimanî yên mezin û çarçoveyeke ajanê ya taybet. Platform bi embarên daneyan ên wek Snowflake, BigQuery û Redshift ve girêdayî ye. Navrûyeke chatê digel edîtorekî SQL yê berfirehbûyî tê hev kirin, ji ber vê yekê her pirs dikare were nirxandin û çêtir kirin. Panelek alîkar li hundirê edîtorê xebatê piştgirî dike. Bikarhêner dikarin herwiha vîzûalîzasyonan biafirînin û têgihiştinan digel hevkaran parve bikin.

پێناسەکردن

دەربارەی Xelata A' Design Award a Hesinîn

Seek AI Karê Sereke: Sepana Webê ya Analîtîka Daneyan xelatgirê Xelata A' Design Award a Hesinîn e, nasîneke bi prestîj ku ji sêwiranên baş re tê dayîn, yên ku pêdiviyên pîşeyî û pîşesaziyê yên ku ji afirandinên baş hatine sêwirandin têne hêvîkirin tînin cih. Xelatgirên Hesinînê jêhatîbûna mezin, pisporiya bilind, têgihiştina pisporî û kapasîteya afirîner a afirînerên xwe nîşan didin. Tê hêvîkirin ku Seek AI Karê Sereke: Sepana Webê ya Analîtîka Daneyan afirandineke pir hatiye rêzgirtin, sitayişkirin û delal, pratîkî û nûjen be. Ev sêwirana bi Hesinînê serketî pratîkên çêtirîn ên pîşesaziyê yekgirtî dike û xwedî taybetmendiyên teknîkî yên jêhatî ye ku bi zanîn û jêhatîbûnê ve girêdayî ne. Seek AI Karê Sereke: Sepana Webê ya Analîtîka Daneyan ji ber baldariya xwe tê rêzgirtin û hatiye sêwirandin da ku kalîteya jiyanê baştir bike û alîkariya çêtirkirina dinyayê bike.

لە پشت دیزاینەوە

کیتی چاپەمەنی

باوەڕپێکراوەکان، ئەندامانی تیم و وردەکاری تەکنیکی کە لەلایەن دیزاینەرەوە پێشکەش کراون.

تایبەتمەندییە تایبەتەکان: 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.
قەبارە و پاکێج: 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.
تاگەکان: Generative AI, enterprise application, data analytics
تەکنەلۆژیای بەرهەمهێنان: Seek AI utilizes large language models to generate queries.
هەڵەنگاندنی دیزاین: 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.
توێژینەوە: 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.
ئیلهام: 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.
ماوەی پڕۆژە: The project is receiving continuous feature updates. The current iteration was has been developed since the beginning of 2024.
ڕێڕەوی کارکردن: 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.
ئەندامانی تیم: Eric Wu
کرێدیتی وێنەکان: Image credit: Eric Wu
Video credit: Eric Wu