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https://issues.apache.org/jira/browse/CAMEL-26875?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Claus Ibsen resolved CAMEL-26875.
---------------------------------
    Resolution: Fixed

Fixed by https://github.com/apache/camel/pull/29697

> camel-jbang - AI tools: the answer to a repeated read says what to do next
> --------------------------------------------------------------------------
>
>                 Key: CAMEL-26875
>                 URL: https://issues.apache.org/jira/browse/CAMEL-26875
>             Project: Camel
>          Issue Type: Improvement
>          Components: camel-jbang
>            Reporter: Claus Ibsen
>            Assignee: Claus Ibsen
>            Priority: Minor
>             Fix For: 4.24.0
>
>
> Follow-up from the local-model benchmark (qwen3.6, r32). From the third 
> identical call of a read tool such as camel_catalog_sample, the tool answers 
> with a short note: "camel_catalog_sample was already called with these same 
> arguments 2 times in this session. Its answer does not change, so it is not 
> sent again: it is in your earlier tool result." The note says what not to do, 
> but not what to do instead.
> In the new set, step runs that asked the same question 4 or more times: r30 
> 13, r31 5, r32 7, and all 7 failed in r32. In 3 runs of test-citrus-orders 
> step 1 the model asked camel_catalog_sample for "send message", which has no 
> sample, 13 or 14 times in a row ("I apologize for the repeated calls") until 
> its calls ran out, and never wrote the test.
> * The note now says what to do next, and the catalog tools say it in their 
> own words: a sample or a match that was not there will not be there on the 
> next call either; go on and write the file with camel_write_file, which 
> checks it and says what to change.



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