Danmei Xu In this built [by] spotlight, senior software engineer danmei xu shares how her team brought cortex agents to life by combining powerful llms, retrieval systems, and thoughtful. Cortex agents connects it all. in our latest builtby spotlight, senior software engineer danmei xu shares how her team designed secure, natural language interfaces that let users ask.
Danmei Xu Snowflake Linkedin Danmei xu is a senior software engineer on the cortex search and cortex agents team, working on building intelligent, intuitive talk to your data experiences powered by generative ai. she joined snowflake in 2023 and brings a strong background in web search and data infrastructure. In this built spotlight, senior software engineer danmei xu shares how her team brought cortex agents to life by combining powerful llms, retrieval systems, and thoughtful orchestration. Get to know the senior software engineer behind cortex agents, danmei xu 👋 #lifeatsnowflake #builtby #softwareengineering #rapidfire. 40 likes, 2 comments snowflake inc on july 1, 2025: "from raw data to real insights, danmei xu helped build cortex agents to reason, retrieve, and respond. tap the 🔗 in bio to learn how. #builtby #lifeatsnowflake #softwareengineering #womenintech".
Agents Cortex Get to know the senior software engineer behind cortex agents, danmei xu 👋 #lifeatsnowflake #builtby #softwareengineering #rapidfire. 40 likes, 2 comments snowflake inc on july 1, 2025: "from raw data to real insights, danmei xu helped build cortex agents to reason, retrieve, and respond. tap the 🔗 in bio to learn how. #builtby #lifeatsnowflake #softwareengineering #womenintech". Agents use cortex analyst (structured) and cortex search (unstructured) as tools, along with llms, to analyze data. cortex search extracts insights from unstructured sources, while cortex analyst generates sql to process structured data. Find the full profile of danmei xu's work on cortex agents here: youtu.be x4yxsgz8hvm. In this blog post, we show how we improved snowflake cortex ai multimodal retrieval by treating each pdf page as a stand alone image — allowing natural language queries to match both text and visuals. Danmei xu is a software engineer at snowflake’s cortex search team. prior to snowflake, danmei was at neeva, a private search engine company, working across crawl, index, retrieval and ranking stack.
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