Seek AI Mahi Tuatahi: Taupānga Ipurangi Tātari Raraunga nā Eric Wu

Ko te hoahoa Seek AI Mahi Tuatahi: Taupānga Ipurangi Tātari Raraunga nā Eric Wu he kaitoa whakahirahira o te 2025 A' Design Award Rino i te Wāhanga Whakataetae Hoahoa Pūmanawa Rorohiko.

RinoPūmanawa Rorohiko· 2025

Seek AI Mahi Tuatahi: Taupānga Ipurangi Tātari Raraunga

nā Eric Wu

Kiritaki: Seek AI

Kaitoa o te A' Design Award Rino i te Wāhanga Pūmanawa Rorohiko

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Manatokohia te Tūnga Tohu mō #165510

Torohia te Pae Tirohia i te A' Design Award Pānui Pāpāho Tohu Tohu

Ngā Tae

Te Hoahoa

Mō Seek AI Mahi Tuatahi: Taupānga Ipurangi Tātari Raraunga

Kuputuhi Pukapuka: Ko Seek AI he taupānga ipurangi e taea ai e ngā kaiwhakamahi pakihi te uiui i ā rātou raraunga mā te reo māmā noa. Ka huri a Seek AI i ngā pātai reo māori ki te waehere SQL mā te whakamahi i ngā tauira reo nunui me tētahi anga kaihōpara ā-ritenga. Ka hono te paparangi ki ngā whare pupuri raraunga pēnei i a Snowflake, BigQuery me Redshift. Ka whakakotahingia tētahi atanga kōrerorero ki tētahi ētita SQL whakawhānui, nā reira ka taea te arotake me te whakapai ake i ia uiuinga. Ka tautoko tētahi papa kaiāwhina i ngā mahi i roto i te ētita. Ka taea hoki e ngā kaiwhakamahi te hanga whakaahua me te tiri i ngā kitenga ki ō rātou hoa mahi.

Te Whakamihi

Mō te A' Design Award Rino

Ko Seek AI Mahi Tuatahi: Taupānga Ipurangi Tātari Raraunga te toa o te A' Design Award Rino, he whakaaetanga whai mana e hoatu ana ki ngā hoahoa pai e whakatutuki ana i ngā hiahia ngaio me te ahumahi e tūmanakohia ana mai i ngā mahi kua hoahoatia pai. Ko ngā toa Rino e whakaatu ana i te pukenga nui, te tohungatanga teitei, te māramatanga mātanga me te kaha auaha o ō rātou kaihanga. E tūmanakohia ana ko Seek AI Mahi Tuatahi: Taupānga Ipurangi Tātari Raraunga he mahi whakanuia, whakamīharotia, aroha nui, he whaihua, he auaha hoki. Ko tēnei hoahoa i toa i te Rino e whakakotahi ana i ngā tikanga pai rawa o te ahumahi, ā, he āhuatanga hangarau pūkenga tōna e hono ana ki te mōhio me te pūmanawa. E whakahonoretia ana a Seek AI Mahi Tuatahi: Taupānga Ipurangi Tātari Raraunga mō tōna tōtika, ā, i hoahoatia hei whakapai ake i te kounga o te oranga me te āwhina i te ao kia pai ake.

I Muri i te Hoahoa

Kete Pāpāho

Ngā whakamihi, ngā mema o te rōpū me ngā taipitopito hangarau i whakaratohia e te kaihoahoa.

Āhuatanga Motuhake: 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.
Inenga & Pēketanga: 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.
Tūtohu: Generative AI, enterprise application, data analytics
Hangarau Whakanao: Seek AI utilizes large language models to generate queries.
Wero Hoahoa: 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.
Rangahau: 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.
Whakaaweawe: 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.
Roanga o te Kaupapa: The project is receiving continuous feature updates. The current iteration was has been developed since the beginning of 2024.
Rerenga Mahi: 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.
Ngā Mema o te Rōpū: Eric Wu
Whakamana Whakaahua: Image credit: Eric Wu
Video credit: Eric Wu