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feat: add embedding and rerank support

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This commit is contained in:
Kayphoon
2026-05-03 17:32:41 +08:00
parent 3e2eca4fd0
commit 5abe664d65
87 changed files with 5520 additions and 184 deletions
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58
crates/aether-admin/src/provider/models.rs
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@@ -3,6 +3,13 @@ use chrono::{SecondsFormat, Utc};
use serde_json::{json, Map, Value};
use std::collections::BTreeMap;
const EMBEDDING_API_FORMATS: &[&str] = &[
"openai:embedding",
"jina:embedding",
"gemini:embedding",
"doubao:embedding",
];
fn unix_secs_to_rfc3339(unix_secs: u64) -> Option<String> {
let timestamp = i64::try_from(unix_secs).ok()?;
Some(
@@ -36,6 +43,50 @@ fn model_effective_capability(
})
}
fn value_contains_string(value: &Value, expected: &str) -> bool {
match value {
Value::String(value) => value.trim().eq_ignore_ascii_case(expected),
Value::Array(values) => values
.iter()
.any(|value| value_contains_string(value, expected)),
Value::Object(object) => object
.values()
.any(|value| value_contains_string(value, expected)),
_ => false,
}
}
fn value_has_true_key(value: &Value, key: &str) -> bool {
value
.as_object()
.and_then(|object| object.get(key))
.and_then(Value::as_bool)
.unwrap_or(false)
}
fn value_contains_embedding_metadata(value: &Value) -> bool {
value_has_true_key(value, "embedding")
|| value_contains_string(value, "embedding")
|| EMBEDDING_API_FORMATS
.iter()
.any(|api_format| value_contains_string(value, api_format))
}
fn model_effective_embedding_capability(model: &StoredAdminProviderModel) -> bool {
model
.config
.as_ref()
.is_some_and(value_contains_embedding_metadata)
|| model
.global_model_supported_capabilities
.as_ref()
.is_some_and(value_contains_embedding_metadata)
|| model
.global_model_config
.as_ref()
.is_some_and(value_contains_embedding_metadata)
}
fn merge_json_values(base: &mut Value, overlay: Value) {
match (base, overlay) {
(Value::Object(base_map), Value::Object(overlay_map)) => {
@@ -128,6 +179,7 @@ pub fn admin_provider_model_effective_capability(
model.global_model_config.as_ref(),
"image_generation",
),
"embedding" => model_effective_embedding_capability(model),
_ => false,
}
}
@@ -161,6 +213,7 @@ pub fn build_admin_provider_model_response(
"supports_streaming": model.supports_streaming,
"supports_extended_thinking": model.supports_extended_thinking,
"supports_image_generation": model.supports_image_generation,
"supports_embedding": model_effective_embedding_capability(model),
"effective_supports_vision": admin_provider_model_effective_capability(model, "vision"),
"effective_supports_function_calling": admin_provider_model_effective_capability(
model,
@@ -175,6 +228,10 @@ pub fn build_admin_provider_model_response(
model,
"image_generation",
),
"effective_supports_embedding": admin_provider_model_effective_capability(
model,
"embedding",
),
"is_active": model.is_active,
"is_available": model.is_available,
"config": model.config.clone(),
@@ -214,6 +271,7 @@ pub fn build_admin_provider_available_source_models_payload(
"supports_vision": admin_provider_model_effective_capability(&model, "vision"),
"supports_function_calling": admin_provider_model_effective_capability(&model, "function_calling"),
"supports_streaming": admin_provider_model_effective_capability(&model, "streaming"),
"supports_embedding": admin_provider_model_effective_capability(&model, "embedding"),
}),
"is_active": model.is_active,
})