https://community.jmp.com/t5/Discussions/Subject-Using-JMP-19-Python-to-Structure-Multi-AI-Insights-on/m-p/961793#M110248 <P><A href="https://zh.wikipedia.org/w/index.php?title=%E5%85%88%E7%A7%A6&amp;utm_source=chatgpt.com" target="_blank">https://zh.wikipedia.org/w/index.php?title=%E5%85%88%E7%A7%A6&amp;utm_source=chatgpt.com</A><BR /><A href="https://zh.wikipedia.org/w/index.php?title=%E5%8F%B2%E8%AE%B0&amp;utm_source=chatgpt.com" target="_blank">https://zh.wikipedia.org/w/index.php?title=%E5%8F%B2%E8%AE%B0&amp;utm_source=chatgpt.com</A><BR /><A href="https://zh.wikipedia.org/w/index.php?title=%E8%8B%8F%E8%BD%BC&amp;utm_source=chatgpt.com" target="_blank">https://zh.wikipedia.org/w/index.php?title=%E8%8B%8F%E8%BD%BC&amp;utm_source=chatgpt.com</A></P> Tue, 28 Jul 2026 12:32:02 GMT lala 2026-07-28T12:32:02Z https://community.jmp.com/t5/Discussions/Subject-Using-JMP-19-Python-to-Structure-Multi-AI-Insights-on/m-p/961773#M110244 <P>I am working on a project analyzing ancient Chinese culture. My workflow involves using various AI models to interpret classic texts, and then leveraging JMP 19’s Python integration​ to structure this data.<BR />My goal is to move beyond simple visualization; I want to uncover the global associations​ and complex relational networks within the data. Has anyone explored similar "Multi-AI to JMP" pipelines for humanities research? I would greatly appreciate any advice on optimizing the data structure for network analysis​ in JMP.<span class="lia-inline-image-display-wrapper lia-image-align-inline" image-alt="截图20260728104959.png" style="width: 999px;"><img src="https://community.jmp.com/t5/image/serverpage/image-id/111335iAD7E400DA4BCF5ED/image-size/large?v=v2&amp;px=999" role="button" title="截图20260728104959.png" alt="截图20260728104959.png" /></span></P> Tue, 28 Jul 2026 12:21:18 GMT https://community.jmp.com/t5/Discussions/Subject-Using-JMP-19-Python-to-Structure-Multi-AI-Insights-on/m-p/961773#M110244 lala 2026-07-28T12:21:18Z https://community.jmp.com/t5/Discussions/Subject-Using-JMP-19-Python-to-Structure-Multi-AI-Insights-on/m-p/961784#M110245 <P><span class="lia-inline-image-display-wrapper lia-image-align-inline" image-alt="截图20260728133104.png" style="width: 999px;"><img src="https://community.jmp.com/t5/image/serverpage/image-id/111337i57DDB35048EEF72B/image-size/large?v=v2&amp;px=999" role="button" title="截图20260728133104.png" alt="截图20260728133104.png" /></span></P> Tue, 28 Jul 2026 12:23:48 GMT https://community.jmp.com/t5/Discussions/Subject-Using-JMP-19-Python-to-Structure-Multi-AI-Insights-on/m-p/961784#M110245 lala 2026-07-28T12:23:48Z https://community.jmp.com/t5/Discussions/Subject-Using-JMP-19-Python-to-Structure-Multi-AI-Insights-on/m-p/961787#M110246 <P><span class="lia-inline-image-display-wrapper lia-image-align-inline" image-alt="截图20260728152932.png" style="width: 999px;"><img src="https://community.jmp.com/t5/image/serverpage/image-id/111338iBA2F4910576D391E/image-size/large?v=v2&amp;px=999" role="button" title="截图20260728152932.png" alt="截图20260728152932.png" /></span></P> Tue, 28 Jul 2026 12:24:23 GMT https://community.jmp.com/t5/Discussions/Subject-Using-JMP-19-Python-to-Structure-Multi-AI-Insights-on/m-p/961787#M110246 lala 2026-07-28T12:24:23Z https://community.jmp.com/t5/Discussions/Subject-Using-JMP-19-Python-to-Structure-Multi-AI-Insights-on/m-p/961790#M110247 <P>gemini3.1 pro</P> <P>Claude-Opus-4.8</P> <P>Claude-Opus-5</P> Tue, 28 Jul 2026 12:26:41 GMT https://community.jmp.com/t5/Discussions/Subject-Using-JMP-19-Python-to-Structure-Multi-AI-Insights-on/m-p/961790#M110247 lala 2026-07-28T12:26:41Z https://community.jmp.com/t5/Discussions/Subject-Using-JMP-19-Python-to-Structure-Multi-AI-Insights-on/m-p/961793#M110248 <P><A href="https://zh.wikipedia.org/w/index.php?title=%E5%85%88%E7%A7%A6&amp;utm_source=chatgpt.com" target="_blank">https://zh.wikipedia.org/w/index.php?title=%E5%85%88%E7%A7%A6&amp;utm_source=chatgpt.com</A><BR /><A href="https://zh.wikipedia.org/w/index.php?title=%E5%8F%B2%E8%AE%B0&amp;utm_source=chatgpt.com" target="_blank">https://zh.wikipedia.org/w/index.php?title=%E5%8F%B2%E8%AE%B0&amp;utm_source=chatgpt.com</A><BR /><A href="https://zh.wikipedia.org/w/index.php?title=%E8%8B%8F%E8%BD%BC&amp;utm_source=chatgpt.com" target="_blank">https://zh.wikipedia.org/w/index.php?title=%E8%8B%8F%E8%BD%BC&amp;utm_source=chatgpt.com</A></P> Tue, 28 Jul 2026 12:32:02 GMT https://community.jmp.com/t5/Discussions/Subject-Using-JMP-19-Python-to-Structure-Multi-AI-Insights-on/m-p/961793#M110248 lala 2026-07-28T12:32:02Z https://community.jmp.com/t5/Discussions/Subject-Using-JMP-19-Python-to-Structure-Multi-AI-Insights-on/m-p/961880#M110255 <P><span class="lia-inline-image-display-wrapper lia-image-align-inline" image-alt="截图20260729082734.png" style="width: 973px;"><img src="https://community.jmp.com/t5/image/serverpage/image-id/111378iA2629B7F7ACF5A98/image-size/large?v=v2&amp;px=999" role="button" title="截图20260729082734.png" alt="截图20260729082734.png" /></span><span class="lia-inline-image-display-wrapper lia-image-align-inline" image-alt="截图20260729082602.png" style="width: 999px;"><img src="https://community.jmp.com/t5/image/serverpage/image-id/111379i9B61DE412BD94D74/image-size/large?v=v2&amp;px=999" role="button" title="截图20260729082602.png" alt="截图20260729082602.png" /></span></P> Wed, 29 Jul 2026 01:13:50 GMT https://community.jmp.com/t5/Discussions/Subject-Using-JMP-19-Python-to-Structure-Multi-AI-Insights-on/m-p/961880#M110255 lala 2026-07-29T01:13:50Z