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https://issues.apache.org/jira/browse/CAMEL-23327?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Work on CAMEL-23327 started by Zineb Bendhiba.
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> Add jsonSchema parameter to camel-langchain4j-agent for structured output
> -------------------------------------------------------------------------
>
> Key: CAMEL-23327
> URL: https://issues.apache.org/jira/browse/CAMEL-23327
> Project: Camel
> Issue Type: New Feature
> Components: camel-langchain4j-agent
> Reporter: Zineb Bendhiba
> Assignee: Zineb Bendhiba
> Priority: Major
> Fix For: 4.20.0
>
>
> The camel-openai component supports a jsonSchema endpoint parameter that
> enables Structured Outputs. This guarantees the LLM response conforms to a
> provided JSON Schema, with no prompt engineering needed for output formatting.
> LangChain4j already supports the same feature through
> JsonRawSchema.from(schemaString) and the ResponseFormat API. Supported
> providers include for now Amazon Bedrock, Azure OpenAI, Google AI Gemini,
> Mistral, Ollama and OpenAI.
> The camel-langchain4j-agent component should expose a jsonSchema (String)
> endpoint parameter, consistent with camel-openai. When set, the producer
> would build the ResponseFormat using JsonRawSchema.
> The parameter should follow same pattern as camel-openai and support
> resource:classpath: for loading schema files, so the usage in YAML DSL would
> be:
>
> {code:java}
> - to:
> uri: langchain4j-agent:myAgent
> parameters:
> jsonSchema: "resource:classpath:my-schema.json"
> {code}
>
> This would allow users to share the same JSON schema file across camel-openai
> and camel-langchain4j-agent routes.
> References:
>
> * [LangChain4j Structured Outputs
> docs[|https://docs.langchain4j.dev/tutorials/structured-outputs/|https://docs.langchain4j.dev/tutorials/structured-outputs]]
> * camel-openai jsonSchema parameter (introduced in 4.18)
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