Link ort dynamically in Windows. (#141)

Cargo.toml

@@ -24,6 +24,7 @@ itertools = "0.13"
 log = "0.4"
 memmap2 = "0.9"
 safetensors = "0.4"
+salvo = "0.71.1"
 serde = { version = "1", features = ["derive"] }
 tokio = { version = "1", features = ["full"] }
 

assets/configs/Config.toml

@@ -50,7 +50,8 @@ secret_key = "ai00_is_good"
 [web] # Remove this to disable WebUI.
 path = "assets/www/index.zip" # Path to the WebUI.
 
-# [embed] # Enable embed model, which is based on fast-embedding onnx models.
-# endpoint = "https://hf-mirror.com"
-# home = "./assets/models/hf"
-# name = { MultilingualE5Small = {} }
+[embed] # Enable embed model, which is based on fast-embedding onnx models.
+endpoint = "https://hf-mirror.com"
+home = "assets/models/hf"
+lib = "assets/ort/onnxruntime.dll"  # Only used under windows.
+name = { MultilingualE5Small = {} }

crates/ai00-core/Cargo.toml

@@ -17,10 +17,10 @@ cbor4ii = { version = "0.3.2", features = ["serde1"] }
 fastrand = "2"
 half = "2.4"
 kbnf = "0.4.1"
-voracious_radix_sort = "1.2.0"
 qp-trie = "0.8"
 rustc-hash = "2.0.0"
 uuid = { version = "1.8.0", features = ["serde", "v4"] }
+voracious_radix_sort = "1.2.0"
 
 [dependencies.anyhow]
 workspace = true
@@ -53,7 +53,5 @@ workspace = true
 workspace = true
 
 [dependencies.salvo]
-# git = "https://github.com/salvo-rs/salvo"
-default-features = false
 features = ["oapi"]
-version = "0.71.1"
+workspace = true

crates/ai00-server/Cargo.toml

@@ -26,11 +26,16 @@ sha2 = "0.10.8"
 simple_logger = { version = "5.0.0", features = ["stderr"] }
 tempfile = "3.6"
 toml = "0.8.6"
-zip-extract = "0.1"
+zip-extract = "0.2"
 
 [dependencies.fastembed]
 optional = true
-version = "3.14"
+version = "4"
+
+[target.'cfg(windows)'.dependencies.fastembed]
+features = ["ort-load-dynamic"]
+optional = true
+version = "4"
 
 [dependencies.hf-hub]
 optional = true
@@ -39,11 +44,11 @@ version = "0.3"
 [dependencies.text-splitter]
 features = ["markdown", "tokenizers"]
 optional = true
-version = "0.14"
+version = "0.15"
 
 [dependencies.tokenizers]
 optional = true
-version = "0.19"
+version = "0.20"
 
 [dependencies.ai00-core]
 workspace = true
@@ -79,8 +84,6 @@ workspace = true
 workspace = true
 
 [dependencies.salvo]
-# git = "https://github.com/salvo-rs/salvo"
-default-features = true
 features = [
     "acme",
     "affix-state",
@@ -92,4 +95,4 @@ features = [
     "serve-static",
     "sse",
 ]
-version = "0.71.1"
+workspace = true

crates/ai00-server/src/config.rs

@@ -148,6 +148,9 @@ pub struct EmbedOption {
     pub endpoint: String,
     #[derivative(Default(value = "\"assets/models/hf\".into()"))]
     pub home: PathBuf,
+    #[cfg(target_os = "windows")]
+    #[derivative(Default(value = "\"assets/ort/onnxruntime.dll\".into()"))]
+    pub lib: PathBuf,
 }
 
 #[derive(Debug, Default, Clone, Serialize, Deserialize)]

crates/ai00-server/src/main.rs

@@ -103,20 +103,19 @@ fn load_embed(embed: config::EmbedOption) -> Result<TextEmbed> {
 
     std::env::set_var("HF_ENDPOINT", embed.endpoint);
     std::env::set_var("HF_HOME", embed.home);
+    #[cfg(target_os = "windows")]
+    std::env::set_var("ORT_DYLIB_PATH", embed.lib);
 
     let api = Api::new()?;
-    let info = TextEmbedding::get_model_info(&embed.model);
+    let info = TextEmbedding::get_model_info(&embed.model)?.clone();
 
     let file = api.model(info.model_code.clone()).get("tokenizer.json")?;
     let tokenizer = tokenizers::Tokenizer::from_file(file).expect("failed to load tokenizer");
 
     log::info!("loading embed model: {}", embed.model);
 
-    let model = TextEmbedding::try_new(InitOptions {
-        model_name: embed.model,
-        show_download_progress: true,
-        ..Default::default()
-    })?;
+    let model =
+        TextEmbedding::try_new(InitOptions::new(embed.model).with_show_download_progress(true))?;
 
     Ok(TextEmbed {
         tokenizer,