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[GH-ISSUE #4612] [BUG]: Agent produces incorrect/unclear charts and ignores label/format corrections #2933

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opened 2026-02-22 18:31:54 -05:00 by yindo · 1 comment
yindo commented 2026-02-22 18:31:54 -05:00
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Originally created by @viru9192 on GitHub (Nov 4, 2025).
Original GitHub issue: https://github.com/Mintplex-Labs/anything-llm/issues/4612

How are you running AnythingLLM?

Docker (local)

What happened?

The charting agent is not reliably producing accurate, labeled visualizations from tabular data sourced from embedded PDFs or pasted tables. Resulting charts frequently lack proper titles, axis labels, and legends. Moreover, when follow-up prompts request label fixes or different chart types, the agent often returns the same prior chart (suggesting output reuse) and sometimes hallucinates series or values that are not in the data.

Are there known steps to reproduce?

No response

Originally created by @viru9192 on GitHub (Nov 4, 2025). Original GitHub issue: https://github.com/Mintplex-Labs/anything-llm/issues/4612 ### How are you running AnythingLLM? Docker (local) ### What happened? The charting agent is not reliably producing accurate, labeled visualizations from tabular data sourced from embedded PDFs or pasted tables. Resulting charts frequently lack proper titles, axis labels, and legends. Moreover, when follow-up prompts request label fixes or different chart types, the agent often returns the same prior chart (suggesting output reuse) and sometimes hallucinates series or values that are not in the data. ### Are there known steps to reproduce? _No response_
yindo added the possible bug label 2026-02-22 18:31:54 -05:00
yindo closed this issue 2026-02-22 18:31:54 -05:00
yindo commented 2026-02-22 18:31:54 -05:00
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@shatfield4 commented on GitHub (Nov 4, 2025):

This is going to be an issue with the model you are using. Unfortunately, some models are better at calling tools and creating charts than others so you will need to just test different models until you find one that fits your use case the best.

@shatfield4 commented on GitHub (Nov 4, 2025): This is going to be an issue with the model you are using. Unfortunately, some models are better at calling tools and creating charts than others so you will need to just test different models until you find one that fits your use case the best.
yindo changed title from [BUG]: Agent produces incorrect/unclear charts and ignores label/format corrections to [GH-ISSUE #4612] [BUG]: Agent produces incorrect/unclear charts and ignores label/format corrections 2026-06-05 14:49:22 -04:00
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Reference: Mintplex-Labs/anything-llm#2933
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