Ancestors

Written by Anita Graser 🇪🇺🇺🇦🇬🇪 on 2024-12-29 at 20:04

"Fun" with #QGIS #LLM assistants 👩‍💻

Looking into the SpatialAnalysisAgent plugin today: https://github.com/Teakinboyewa/SpatialAnalysisAgent

1/n

[#]gischat #gis #geospatial #spatialdatascience

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Written by Anita Graser 🇪🇺🇺🇦🇬🇪 on 2024-12-29 at 20:06

Compared to the two plugins I discussed in October (https://anitagraser.com/2024/10/06/llm-based-spatial-analysis-assistants-for-qgis/), this plugin looks more mature and it's publicly available for testing.

All you need is an OpenAI API key.

(Support for other / local models is planned: https://github.com/Teakinboyewa/SpatialAnalysisAgent/issues/15)

2/n

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Written by Anita Graser 🇪🇺🇺🇦🇬🇪 on 2024-12-29 at 20:11

First experiment: using the QGIS world layer, ask the assistant to select Austria 🇦🇹

The agent 🤖 rumbles along and (after fixing an issue https://github.com/Teakinboyewa/SpatialAnalysisAgent/issues/21) creates a workflow diagram and some code that runs ... but doesn't provide any output ...

3/n

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Written by Anita Graser 🇪🇺🇺🇦🇬🇪 on 2024-12-29 at 20:14

Turns out that the plugin is having issues with Geopackage inputs (https://github.com/Teakinboyewa/SpatialAnalysisAgent/issues/19)

So, let's try again with our trusty old @shapefile

Success 🤩

4/n

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Toot

Written by Anita Graser 🇪🇺🇺🇦🇬🇪 on 2024-12-29 at 20:18

Let's take it one step further: I asked "Select all countries that border Austria"

The resulting output? -- All countries 🤔

It used the "Select by location tool" instead of the Extract algorithm.

Changing the prompt to "Extract all countries that border Austria" didn't help. No result this time.

The plugin invents an OUTPUT parameter that doesn't exist in Select algorithms.

5/n

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Descendants

Written by Anita Graser 🇪🇺🇺🇦🇬🇪 on 2024-12-29 at 20:37

The plugin allows users to select different OpenAI models. Based on my limited experience, gpt-4o vastly outperforms gpt-4o-mini.

Every request to the assistant creates multiple API requests, depending on different factors that I don't fully understand yet. Therefore, it is not easy to predict the costs of a single experiment.

In total my ~10 experiments resulted in 63 GPT-4o and 10 GPT-4o-mini requests, totaling $0.36 for input and output.

6/n

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