agent: Improve compatibility when using MCP servers with Gemini models (#28700)

WIP

Release Notes:

- agent: Improve compatibility when using MCPs with Gemini models
This commit is contained in:
Bennet Bo Fenner 2025-04-14 13:55:25 -06:00 committed by GitHub
parent 6c93d107c2
commit 2603f36737
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GPG key ID: B5690EEEBB952194
27 changed files with 307 additions and 103 deletions

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@ -5,23 +5,20 @@ use schemars::{
schema::{RootSchema, Schema, SchemaObject},
};
pub fn json_schema_for<T: JsonSchema>(format: LanguageModelToolSchemaFormat) -> serde_json::Value {
pub fn json_schema_for<T: JsonSchema>(
format: LanguageModelToolSchemaFormat,
) -> Result<serde_json::Value> {
let schema = root_schema_for::<T>(format);
schema_to_json(&schema, format).expect("Failed to convert tool calling schema to JSON")
schema_to_json(&schema, format)
}
pub fn schema_to_json(
fn schema_to_json(
schema: &RootSchema,
format: LanguageModelToolSchemaFormat,
) -> Result<serde_json::Value> {
let mut value = serde_json::to_value(schema)?;
match format {
LanguageModelToolSchemaFormat::JsonSchema => Ok(value),
LanguageModelToolSchemaFormat::JsonSchemaSubset => {
transform_fields_to_json_schema_subset(&mut value);
Ok(value)
}
}
assistant_tool::adapt_schema_to_format(&mut value, format)?;
Ok(value)
}
fn root_schema_for<T: JsonSchema>(format: LanguageModelToolSchemaFormat) -> RootSchema {
@ -79,42 +76,3 @@ impl schemars::visit::Visitor for TransformToJsonSchemaSubsetVisitor {
schemars::visit::visit_schema_object(self, schema)
}
}
fn transform_fields_to_json_schema_subset(json: &mut serde_json::Value) {
if let serde_json::Value::Object(obj) = json {
if let Some(default) = obj.get("default") {
let is_null = default.is_null();
//Default is not supported, so we need to remove it.
obj.remove("default");
if is_null {
obj.insert("nullable".to_string(), serde_json::Value::Bool(true));
}
}
// If a type is not specified for an input parameter we need to add it.
if obj.contains_key("description")
&& !obj.contains_key("type")
&& !(obj.contains_key("anyOf")
|| obj.contains_key("oneOf")
|| obj.contains_key("allOf"))
{
obj.insert(
"type".to_string(),
serde_json::Value::String("string".to_string()),
);
}
//Format field is only partially supported (e.g. not uint compatibility)
obj.remove("format");
for (_, value) in obj.iter_mut() {
if let serde_json::Value::Object(_) | serde_json::Value::Array(_) = value {
transform_fields_to_json_schema_subset(value);
}
}
} else if let serde_json::Value::Array(arr) = json {
for item in arr.iter_mut() {
transform_fields_to_json_schema_subset(item);
}
}
}