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https://issues.apache.org/jira/browse/CAMEL-23951?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=18097474#comment-18097474
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Omar Atie commented on CAMEL-23951:
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I would like to work on this https://issues.apache.org/jira/browse/CAMEL-23951
> camel-langchain4j-agent: expose Result.sources() and Result.toolExecutions()
> as message headers
> -----------------------------------------------------------------------------------------------
>
> Key: CAMEL-23951
> URL: https://issues.apache.org/jira/browse/CAMEL-23951
> Project: Camel
> Issue Type: Improvement
> Components: camel-langchain4j-agent
> Reporter: Federico Mariani
> Priority: Major
>
> The agent producer maps {{Result.content()}}, {{finishReason()}} and token
> usage to headers (CAMEL-23860 pattern), but drops:
> * {{Result.sources()}} — the RAG content that grounded the answer
> (provenance);
> * {{Result.toolExecutions()}} — which tools were invoked with which
> arguments/results.
> Both are valuable for observability, auditing and downstream routing
> decisions.
> *Proposal*: new headers {{CamelLangChain4jAgentSources}} and
> {{CamelLangChain4jAgentToolExecutions}} in
> {{org.apache.camel.component.langchain4j.agent.api.Headers}}, populated in
> {{LangChain4jAgentProducer.populateTokenUsageHeaders}} (or a renamed
> equivalent).
> _This issue was drafted by Claude Code on behalf of Federico Mariani._
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