Tlanāhuatīlli Seek AI Seek AI: Tepalehuiloni Tlahtlaniliztli Ihuan Tlapohualiztli ipan Cemanahuac Tlacuilolamatl ītēchcopa Eric Wu cē cencā mahuizzō tēmacēhualōni īpan huēyi 2025 Mahuizolli A' Design Award Tepoztli īpan Tepoztlahtolamatl Tlachihchihualiztli Nēhuilīztli Tlamantli.
TepoztliTepoztlahtolamatl· 2025
Seek AI Seek AI: Tepalehuiloni Tlahtlaniliztli Ihuan Tlapohualiztli ipan Cemanahuac Tlacuilolamatl
īpal Eric Wu
Tlanāhuatīlli: Seek AI
Mahuizolli A' Design Award Tepoztli Tēmacēhualōni īpan Tepoztlahtolamatl Tlamantli
Tlaneltīlīlli Tēmacēhualōni
Xictlaneltilia Tēmacēhualli ītēchcopa #165510Tlanēxtilistli
Ītechcopa Seek AI Seek AI: Tepalehuiloni Tlahtlaniliztli Ihuan Tlapohualiztli ipan Cemanahuac Tlacuilolamatl
Seek AI ce cemanahuac tlacuilolamatl tlein quinmaca netequipanoanime huei tequitiztli ic huelis quitlahtlanizque temachtilizmeh inic intlahtolzenca, ihuan ahmo monequi zenca temachtiliztli ic SQL. Seek AI quipatla in tlahtolli inic zazan tlacatl quinequi quitocaz ipan SQL nezcayotl, ic quimopanoltia hueyi tlahtolamatlacuiloltin (large language models) ihuan ce quixtiloni tlein cencah ic ipan mochihchiuh (custom agent framework). Ni tlanahuatiloni monamictia ihuan huehcatlan cencalpixcayotl campa mopiya tlahtolli, in quenin Snowflake, BigQuery ihuan Redshift. Ce tlahtoltequitiloni (chat interface) mocentlalia ihuan ce SQL tlacuilolcaltontli tlein huelis mopatilihtoc, ic zazan tlahtlaniliztli huelis moitaz ihuan moyectlaliz. Ce tepalehuiani cuadro tlein tlapalehuia in tequitiztli ipan tlacuilolcaltontli. Netequipanoanime no huelis quichihuazque nezcayotl (visualizations) ihuan quinxelozque tlaixmatiliztli inhuan icniuhtin tequitinime.
Tēixīmachōtiliztli
Ītechcopa Mahuizolli A' Design Award Tepoztli
Seek AI Seek AI: Tepalehuiloni Tlahtlaniliztli Ihuan Tlapohualiztli ipan Cemanahuac Tlacuilolamatl ca in quicuic in Mahuizolli A' Design Award Tepoztli, tlamahuizoliztli tlen momaca in cualli dizayno in quitlalia in tlen monequi ipan tequitl ihuan tlachihualiztli in quimaca in cualli tlachihualli. In quicuicah Tepoztli quinextia in hueyi tlamatiliztli, toltecayotl ihuan ihuelitiliztli intlachihuanime. Ca quinequi in Seek AI Seek AI: Tepalehuiloni Tlahtlaniliztli Ihuan Tlapohualiztli ipan Cemanahuac Tlacuilolamatl ca tlazohtli, mahuiztic, yancuic ihuan motequiuhtia. Ni dizayno in quicuic Tepoztli quihuelitia in tlamatiliztli ihuan quipia chicahualiztli tlen tepoztli. Seek AI Seek AI: Tepalehuiloni Tlahtlaniliztli Ihuan Tlapohualiztli ipan Cemanahuac Tlacuilolamatl quicualtia in nemiliztli ihuan quihuelitia in cemanahuac ica cualli.
Tlanēxtilistli Ītēixpan
Āmatl Tlanextīliztli
Tlapōhualli, tēquitqueh īwan tēchmachilīztli ōquinmaca in tlanēxtīlīlli.
- Cē Zan Ītēchcopa
- 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.
- Huēyiliztli īhuān Tlacualtepēhualli
- 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.
- Tōcāitl
- Generative AI, enterprise application, data analytics
- Tlachīhualiztli Māchiyōtl
- Seek AI utilizes large language models to generate queries.
- Tlanāhuatīlli Nētēcahuilīztli
- 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.
- Tlatēmōliztli
- 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.
- Tēyōllālīliztli
- 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.
- Tēquitl Cāhuitl
- The project is receiving continuous feature updates. The current iteration was has been developed since the beginning of 2024.
- Tēquitl Ōhuitl
- 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.
- Calpolli Tlācah
- Eric Wu
- Īxiptla Tlanēxtīlli
- Image credit: Eric Wu
Video credit: Eric Wu
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