spring-projects / spring-projects/spring-ai

Add a MustacheTemplateRenderer (with optional constraint hook) for prompt templating

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enhancement templating
Dominant language
Java
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Forks
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Avg merge
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Merged PRs (30d)
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Description

Please do a quick search on GitHub issues first, the feature you are about to request might have already been requested.

Expected Behavior

Spring AI should expose a TemplateRenderer backed by the Mustache JVM implementation so prompts can leverage loops, dotted notation, and section/conditional blocks.

Typical usage

val renderer = MustacheTemplateRenderer.builder().build()

val prompt = renderer.apply(
    """
    Query: {{query}}

    {{#items}}
    - {{name}} ({{pricing.salePrice}})
    {{/items}}
    """.trimIndent(),
    mapOf("query" to userQuery, "items" to rerankedItems)
)

Internally the renderer could follow this structure

class MustacheTemplateRenderer(
    private val constraints: List<Constraint> = emptyList(),
    private val mustacheFactory: DefaultMustacheFactory = DefaultMustacheFactory()
) : TemplateRenderer {

    override fun apply(template: String, variables: Map<String, Any?>): String {
        val sanitized = constraints.fold(variables, ::applyConstraint) // optional hook for apps
        val mustache = mustacheFactory.compile(StringReader(template), "prompt")
        return StringWriter().also { mustache.execute(it, sanitized) }.toString()
    }
}

That constraints.fold hook isn’t required for a first release, but offering some extension point (or builder slot) would let applications plug in limit/filter/range-style processors before rendering without forking the renderer.

Current Behavior

The only built-in renderer today is the StringTemplate (ST) version (spring-ai-template-st/src/main/java/org/springframework/ai/template/st/StTemplateRenderer.java:32).

ST excels at simple key replacement but doesn’t provide Mustache semantics like section blocks ({{#items}}…{{/items}}), inverted sections ({{^items}}), or dotted access ({{item.price.value}}), so expressing structured prompt layouts is cumbersome.

There’s also no standard way to preprocess collection variables before rendering.

Context

Several teams need Mustache-style templating to keep prompts readable, iterate through structured data, and optionally filter/limit lists before they reach the LLM.

A first-party MustacheTemplateRenderer (similar to the ST module) would remove the need for each project to reimplement it and would let us enable it via configuration.

Contributor guide

Open the contributing guide

First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

Start by reading spring-ai-template-st/src/main/java/org/springframework/ai/template/st/StTemplateRenderer.java and the surrounding ST module structure. Compare its TemplateRenderer integration with the chosen Mustache JVM implementation, then determine how the optional constraint or builder extension point should fit. Done means a first-party renderer supports sections, inverted sections, dotted access, and configuration without requiring each application to reimplement it.

Written by the indexing model from the issue text.

Assessment

Tech stack
java
Domain
ai, backend
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Mostly clear
Newbie friendliness
35/100

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