assistant_tools: Disallow extra tool parameters by default (#32081)
This prevents models from hallucinating tool parameters. Release Notes: - Prevent models from hallucinating tool parameters
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2 changed files with 70 additions and 1 deletions
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@ -16,11 +16,24 @@ pub fn adapt_schema_to_format(
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}
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match format {
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LanguageModelToolSchemaFormat::JsonSchema => Ok(()),
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LanguageModelToolSchemaFormat::JsonSchema => preprocess_json_schema(json),
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LanguageModelToolSchemaFormat::JsonSchemaSubset => adapt_to_json_schema_subset(json),
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}
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}
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fn preprocess_json_schema(json: &mut Value) -> Result<()> {
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// `additionalProperties` defaults to `false` unless explicitly specified.
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// This prevents models from hallucinating tool parameters.
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if let Value::Object(obj) = json {
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if let Some(Value::String(type_str)) = obj.get("type") {
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if type_str == "object" && !obj.contains_key("additionalProperties") {
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obj.insert("additionalProperties".to_string(), Value::Bool(false));
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}
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}
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}
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Ok(())
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}
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/// Tries to adapt the json schema so that it is compatible with https://ai.google.dev/api/caching#Schema
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fn adapt_to_json_schema_subset(json: &mut Value) -> Result<()> {
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if let Value::Object(obj) = json {
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@ -237,4 +250,59 @@ mod tests {
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assert!(adapt_to_json_schema_subset(&mut json).is_err());
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}
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#[test]
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fn test_preprocess_json_schema_adds_additional_properties() {
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let mut json = json!({
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"type": "object",
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"properties": {
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"name": {
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"type": "string"
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}
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}
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});
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preprocess_json_schema(&mut json).unwrap();
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assert_eq!(
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json,
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json!({
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"type": "object",
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"properties": {
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"name": {
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"type": "string"
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}
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},
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"additionalProperties": false
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})
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);
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}
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#[test]
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fn test_preprocess_json_schema_preserves_additional_properties() {
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let mut json = json!({
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"type": "object",
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"properties": {
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"name": {
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"type": "string"
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}
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},
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"additionalProperties": true
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});
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preprocess_json_schema(&mut json).unwrap();
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assert_eq!(
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json,
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json!({
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"type": "object",
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"properties": {
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"name": {
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"type": "string"
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}
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},
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"additionalProperties": true
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})
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);
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}
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}
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@ -126,6 +126,7 @@ mod tests {
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}
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},
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"required": ["location"],
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"additionalProperties": false
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})
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);
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}
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