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articles/Visualizing_data_with_LLMs.html

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articles/Visualizing_data_with_LLMs.md

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@@ -215,7 +215,7 @@ chat$ask("Generate a cell-cell communication plot for the cellphonedb_res data."
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#> required to skim dataframes. Skim summary of dataframes currently not shown in
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#> prompt
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#> Code ran:
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#> CCCPlot(data = cellphonedb_res, plot_type = "network")
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#> CCCPlot(cellphonedb_res, plot_type = "network")
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```
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![](Visualizing_data_with_LLMs_files/figure-html/unnamed-chunk-6-1.png)
@@ -246,7 +246,7 @@ chat$ask("Add a proper title to the plot")
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#> required to skim dataframes. Skim summary of dataframes currently not shown in
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#> prompt
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#> Code ran:
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#> CCCPlot(cellphonedb_res, plot_type = "heatmap", title = "Cell-Cell Communication Heatmap")
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#> CCCPlot(cellphonedb_res, plot_type = "heatmap", title = "Cell-Cell Communication Plot")
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```
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![](Visualizing_data_with_LLMs_files/figure-html/unnamed-chunk-8-1.png)
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# To fetch the previous conversation
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# Note that the response from the LLM is simplified in the history
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chat$get_history()
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#> [1] "User: Generate a cell-cell communication plot for the cellphonedb_res data."
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#> [2] "Assistant: tool - CCCPlot; data - scplotter::cellphonedb_res; code - CCCPlot(data = cellphonedb_res, plot_type = \"network\")"
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#> [3] "User: Do a heatmap instead"
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#> [4] "Assistant: tool - CCCPlot; data - scplotter::cellphonedb_res; code - CCCPlot(cellphonedb_res, plot_type = \"heatmap\")"
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#> [5] "User: Add a proper title to the plot"
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#> [6] "Assistant: tool - CCCPlot; data - scplotter::cellphonedb_res; code - CCCPlot(cellphonedb_res, plot_type = \"heatmap\", title = \"Cell-Cell Communication Heatmap\")"
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#> [1] "User: Generate a cell-cell communication plot for the cellphonedb_res data."
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#> [2] "Assistant: tool - CCCPlot; data - scplotter::cellphonedb_res; code - CCCPlot(cellphonedb_res, plot_type = \"network\")"
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#> [3] "User: Do a heatmap instead"
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#> [4] "Assistant: tool - CCCPlot; data - scplotter::cellphonedb_res; code - CCCPlot(cellphonedb_res, plot_type = \"heatmap\")"
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#> [5] "User: Add a proper title to the plot"
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#> [6] "Assistant: tool - CCCPlot; data - scplotter::cellphonedb_res; code - CCCPlot(cellphonedb_res, plot_type = \"heatmap\", title = \"Cell-Cell Communication Plot\")"
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# To clear the history
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chat$clear_history()
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#> --- Receiving response from LLM provider: ---
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#> ```r
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#> CCCPlot(data = cellphonedb_res, plot_type = "network")
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#> CCCPlot(cellphonedb_res, plot_type = "dot")
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#> ```
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#> Code ran:
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#> CCCPlot(data = cellphonedb_res, plot_type = "network")
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#> CCCPlot(cellphonedb_res, plot_type = "dot")
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![](Visualizing_data_with_LLMs_files/figure-html/unnamed-chunk-10-1.png)
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@@ -2355,10 +2355,10 @@ chat$ask("Generate a cell-cell communication plot for the cellphonedb_res data."
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#> --- Receiving response from LLM provider: ---
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#> ```r
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#> CCCPlot(data = cellphonedb_res, plot_type = "network")
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#> CCCPlot(data = cellphonedb_res, plot_type = "dot")
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#> ```
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#> Code ran:
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#> CCCPlot(data = cellphonedb_res, plot_type = "network")
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#> CCCPlot(data = cellphonedb_res, plot_type = "dot")
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![](Visualizing_data_with_LLMs_files/figure-html/unnamed-chunk-11-1.png)
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pkgdown.yml

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@@ -20,7 +20,7 @@ articles:
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articles/Seurat_Xenium: Seurat_Xenium.html
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Visualizing_data_with_LLMs: Visualizing_data_with_LLMs.html
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Working_with_anndata_h5ad_files: Working_with_anndata_h5ad_files.html
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last_built: 2026-02-09T17:40Z
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last_built: 2026-02-11T00:31Z
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urls:
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reference: https://pwwang.github.io/scplotter/reference
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article: https://pwwang.github.io/scplotter/articles

reference/ClonalStatPlot-12.png

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reference/ClonalStatPlot-13.png

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reference/ClonalStatPlot-14.png

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reference/ClonalStatPlot-15.png

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