Seek AI Kev Tshuaj Xyuas Ntaub Ntawv Web Application los ntawm Eric Wu

Qhov qauv tsim Seek AI Kev Tshuaj Xyuas Ntaub Ntawv Web Application los ntawm Eric Wu yog tus yeej muaj nqis heev ntawm qhov khoom plig 2025 A' Design Award Hlau hauv Pawg Sib Tw Tsim Software.

HlauSoftware· 2025

Seek AI Kev Tshuaj Xyuas Ntaub Ntawv Web Application

los ntawm Eric Wu

Tus Neeg Siv: Seek AI

Tus Yeej A' Design Award Hlau hauv Pawg Software

14,785

Tus Yeej Khoom Plig Tau Txheeb Xyuas

Txheeb Xyuas Qhov Xwm Txheej Khoom Plig rau #165510

Mus Saib Lub Vev Xaib Saib ntawm A' Design Award Tsab Xov Xwm Daim Phiaj Khoom Plig

Xim

Qhov Tsim

Txog Seek AI Kev Tshuaj Xyuas Ntaub Ntawv Web Application

Seek AI yog ib qho web application uas cia cov neeg ua lag luam nug lus txog lawv cov ntaub ntawv siv lus dawb huv. Seek AI hloov cov lus nug ua lus dawb huv mus ua SQL code los ntawm kev siv large language models thiab ib lub agent framework tsim rau ntawm nws tus kheej. Lub platform txuas mus rau cov data warehouses xws li Snowflake, BigQuery thiab Redshift. Ib lub chat interface muab sib txuas nrog ib lub SQL editor uas nthuav tau, yog li txhua qhov kev nug tuaj yeem raug tshuaj xyuas thiab kho kom zoo dua. Muaj ib lub assistant panel pab txhawb kev ua haujlwm nyob rau hauv lub editor. Cov neeg siv kuj tuaj yeem tsim cov duab qhia (visualizations) thiab qhia cov lus paub tshiab rau lawv cov phooj ywg ua haujlwm ua ke.

Qhov Lees Paub

Txog A' Design Award Hlau

Seek AI Kev Tshuaj Xyuas Ntaub Ntawv Web Application yog tus yeej ntawm A' Design Award Hlau, ib qho kev lees paub muaj meej mom uas muab rau cov qauv tsim zoo uas ua tau raws li cov kev xav tau ntawm kev ua haujlwm thiab kev lag luam uas xav tau los ntawm cov khoom tsim zoo. Cov neeg yeej Hlau qhia txog kev txawj loj, kev paub tshwj xeeb siab, kev nkag siab ntawm cov kws tshaj lij thiab lub peev xwm tsim ntawm cov neeg tsim. Seek AI Kev Tshuaj Xyuas Ntaub Ntawv Web Application xav tias yuav yog ib qho khoom tsim uas neeg hwm, qhuas thiab hlub uas siv tau thiab tsim tshiab. Cov qauv tsim yeej A' Design Award Hlau no sib xyaw cov kev coj ua zoo tshaj plaws ntawm kev lag luam thiab muaj cov yam ntxwv siv tshuab txawj ntse txuas nrog kev paub thiab txuj ci. Seek AI Kev Tshuaj Xyuas Ntaub Ntawv Web Application tau txais kev hwm vim nws tag nrho thiab tsim los muab kev txhim kho rau lub neej uas pab ua rau lub ntiaj teb zoo dua.

Tom Qab Qhov Tsim

Pob Xov Xwm

Cov credit, cov neeg pab thiab cov ntsiab lus kev txawj ntse muab los ntawm tus tsim.

Yam Tshwj Xeeb: 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.
Qhov Loj & Ntim: 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.
Cov Ntsiab Lus: Generative AI, enterprise application, data analytics
Thev Naus Laus Zis Tsim Khoom: Seek AI utilizes large language models to generate queries.
Kev Sib Tw Tsim Qauv: 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.
Kev Tshawb Fawb: 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.
Kev Txhawb Siab: 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.
Lub Sij Hawm Ua Hauj Lwm: The project is receiving continuous feature updates. The current iteration was has been developed since the beginning of 2024.
Txheej Txheem Ua Hauj Lwm: 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.
Cov Tswv Cuab Pab: Eric Wu
Kev Qhuas Duab: Image credit: Eric Wu
Video credit: Eric Wu