diff --git a/Cargo.lock b/Cargo.lock
index 1f1a9ac..0e55557 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -161,18 +161,18 @@ checksum = "16e62a023e7c117e27523144c5d2459f4397fcc3cab0085af8e2224f643a0193"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.18",
+ "syn 2.0.28",
 ]
 
 [[package]]
 name = "async-trait"
-version = "0.1.68"
+version = "0.1.72"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b9ccdd8f2a161be9bd5c023df56f1b2a0bd1d83872ae53b71a84a12c9bf6e842"
+checksum = "cc6dde6e4ed435a4c1ee4e73592f5ba9da2151af10076cc04858746af9352d09"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.18",
+ "syn 2.0.28",
 ]
 
 [[package]]
@@ -443,7 +443,7 @@ dependencies = [
  "heck",
  "proc-macro2",
  "quote",
- "syn 2.0.18",
+ "syn 2.0.28",
 ]
 
 [[package]]
@@ -613,6 +613,7 @@ dependencies = [
 name = "ctranslate2-bindings"
 version = "0.1.0"
 dependencies = [
+ "async-trait",
  "cmake",
  "cxx",
  "cxx-build",
@@ -620,6 +621,7 @@ dependencies = [
  "derive_builder",
  "regex",
  "rust-cxx-cmake-bridge",
+ "tabby-inference",
  "tokenizers",
  "tokio",
  "tokio-util",
@@ -649,7 +651,7 @@ dependencies = [
  "proc-macro2",
  "quote",
  "scratch",
- "syn 2.0.18",
+ "syn 2.0.28",
 ]
 
 [[package]]
@@ -666,7 +668,7 @@ checksum = "4a076022ece33e7686fb76513518e219cca4fce5750a8ae6d1ce6c0f48fd1af9"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.18",
+ "syn 2.0.28",
 ]
 
 [[package]]
@@ -1028,7 +1030,7 @@ checksum = "89ca545a94061b6365f2c7355b4b32bd20df3ff95f02da9329b34ccc3bd6ee72"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.18",
+ "syn 2.0.28",
 ]
 
 [[package]]
@@ -1683,7 +1685,7 @@ checksum = "8795add3e14028f11f8e848bd3294898a8294767b3776b6f733560d33bd2530b"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.18",
+ "syn 2.0.28",
 ]
 
 [[package]]
@@ -1848,7 +1850,7 @@ checksum = "a948666b637a0f465e8564c73e89d4dde00d72d4d473cc972f390fc3dcee7d9c"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.18",
+ "syn 2.0.28",
 ]
 
 [[package]]
@@ -2049,7 +2051,7 @@ checksum = "39407670928234ebc5e6e580247dd567ad73a3578460c5990f9503df207e8f07"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.18",
+ "syn 2.0.28",
 ]
 
 [[package]]
@@ -2127,9 +2129,9 @@ dependencies = [
 
 [[package]]
 name = "proc-macro2"
-version = "1.0.59"
+version = "1.0.66"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6aeca18b86b413c660b781aa319e4e2648a3e6f9eadc9b47e9038e6fe9f3451b"
+checksum = "18fb31db3f9bddb2ea821cde30a9f70117e3f119938b5ee630b7403aa6e2ead9"
 dependencies = [
  "unicode-ident",
 ]
@@ -2190,9 +2192,9 @@ dependencies = [
 
 [[package]]
 name = "quote"
-version = "1.0.28"
+version = "1.0.32"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1b9ab9c7eadfd8df19006f1cf1a4aed13540ed5cbc047010ece5826e10825488"
+checksum = "50f3b39ccfb720540debaa0164757101c08ecb8d326b15358ce76a62c7e85965"
 dependencies = [
  "proc-macro2",
 ]
@@ -2555,7 +2557,7 @@ checksum = "8c805777e3930c8883389c602315a24224bcc738b63905ef87cd1420353ea93e"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.18",
+ "syn 2.0.28",
 ]
 
 [[package]]
@@ -2757,9 +2759,9 @@ dependencies = [
 
 [[package]]
 name = "syn"
-version = "2.0.18"
+version = "2.0.28"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "32d41677bcbe24c20c52e7c70b0d8db04134c5d1066bf98662e2871ad200ea3e"
+checksum = "04361975b3f5e348b2189d8dc55bc942f278b2d482a6a0365de5bdd62d351567"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -2794,6 +2796,7 @@ dependencies = [
  "strum",
  "tabby-common",
  "tabby-download",
+ "tabby-inference",
  "tabby-scheduler",
  "tantivy",
  "tokio",
@@ -2833,6 +2836,14 @@ dependencies = [
  "tokio-retry",
 ]
 
+[[package]]
+name = "tabby-inference"
+version = "0.1.0"
+dependencies = [
+ "async-trait",
+ "derive_builder",
+]
+
 [[package]]
 name = "tabby-scheduler"
 version = "0.1.0"
@@ -3002,7 +3013,7 @@ checksum = "f9456a42c5b0d803c8cd86e73dd7cc9edd429499f37a3550d286d5e86720569f"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.18",
+ "syn 2.0.28",
 ]
 
 [[package]]
@@ -3141,7 +3152,7 @@ checksum = "630bdcf245f78637c13ec01ffae6187cca34625e8c63150d424b59e55af2675e"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.18",
+ "syn 2.0.28",
 ]
 
 [[package]]
@@ -3359,7 +3370,7 @@ checksum = "0f57e3ca2a01450b1a921183a9c9cbfda207fd822cef4ccb00a65402cbba7a74"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.18",
+ "syn 2.0.28",
 ]
 
 [[package]]
@@ -3664,7 +3675,7 @@ dependencies = [
  "proc-macro-error",
  "proc-macro2",
  "quote",
- "syn 2.0.18",
+ "syn 2.0.28",
 ]
 
 [[package]]
@@ -3712,7 +3723,7 @@ checksum = "3f67b459f42af2e6e1ee213cb9da4dbd022d3320788c3fb3e1b893093f1e45da"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.18",
+ "syn 2.0.28",
 ]
 
 [[package]]
@@ -3786,7 +3797,7 @@ dependencies = [
  "once_cell",
  "proc-macro2",
  "quote",
- "syn 2.0.18",
+ "syn 2.0.28",
  "wasm-bindgen-shared",
 ]
 
@@ -3820,7 +3831,7 @@ checksum = "e128beba882dd1eb6200e1dc92ae6c5dbaa4311aa7bb211ca035779e5efc39f8"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.18",
+ "syn 2.0.28",
  "wasm-bindgen-backend",
  "wasm-bindgen-shared",
 ]
diff --git a/Cargo.toml b/Cargo.toml
index 3a221b9..b1ff613 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -4,6 +4,7 @@ members = [
     "crates/tabby-common",
     "crates/tabby-scheduler",
     "crates/tabby-download",
+    "crates/tabby-inference",
     "crates/ctranslate2-bindings",
     "crates/rust-cxx-cmake-bridge",
 ]
@@ -25,3 +26,4 @@ tracing-subscriber = "0.3"
 anyhow = "1.0.71"
 serde-jsonlines = "0.4.0"
 tantivy = "0.19.2"
+async-trait = "0.1.72"
diff --git a/crates/ctranslate2-bindings/Cargo.toml b/crates/ctranslate2-bindings/Cargo.toml
index b5a45fb..d6484a5 100644
--- a/crates/ctranslate2-bindings/Cargo.toml
+++ b/crates/ctranslate2-bindings/Cargo.toml
@@ -11,6 +11,8 @@ regex = "1.8.4"
 tokenizers = "0.13.3"
 tokio = { workspace = true, features = ["rt"] }
 tokio-util = { workspace = true }
+tabby-inference = { path = "../tabby-inference" }
+async-trait = { workspace = true }
 
 [build-dependencies]
 cxx-build = "1.0"
diff --git a/crates/ctranslate2-bindings/src/lib.rs b/crates/ctranslate2-bindings/src/lib.rs
index 664048c..19dcf5f 100644
--- a/crates/ctranslate2-bindings/src/lib.rs
+++ b/crates/ctranslate2-bindings/src/lib.rs
@@ -1,11 +1,11 @@
+use async_trait::async_trait;
 use dashmap::DashMap;
+use derive_builder::Builder;
 use regex::Regex;
+use tabby_inference::{TextGeneration, TextGenerationOptions};
 use tokenizers::tokenizer::Tokenizer;
 use tokio_util::sync::CancellationToken;
 
-#[macro_use]
-extern crate derive_builder;
-
 #[cxx::bridge(namespace = "tabby")]
 mod ffi {
     extern "Rust" {
@@ -49,7 +49,7 @@ unsafe impl Send for ffi::TextInferenceEngine {}
 unsafe impl Sync for ffi::TextInferenceEngine {}
 
 #[derive(Builder, Debug)]
-pub struct TextInferenceEngineCreateOptions {
+pub struct CTranslate2EngineOptions {
     model_path: String,
 
     model_type: String,
@@ -65,17 +65,6 @@ pub struct TextInferenceEngineCreateOptions {
     compute_type: String,
 }
 
-#[derive(Builder, Debug)]
-pub struct TextInferenceOptions {
-    #[builder(default = "256")]
-    max_decoding_length: usize,
-
-    #[builder(default = "1.0")]
-    sampling_temperature: f32,
-
-    stop_words: &'static Vec<&'static str>,
-}
-
 pub struct InferenceContext {
     stop_re: Option<Regex>,
     cancel: CancellationToken,
@@ -92,14 +81,14 @@ impl InferenceContext {
     }
 }
 
-pub struct TextInferenceEngine {
+pub struct CTranslate2Engine {
     engine: cxx::SharedPtr<ffi::TextInferenceEngine>,
     tokenizer: Tokenizer,
     stop_regex_cache: DashMap<&'static Vec<&'static str>, Regex>,
 }
 
-impl TextInferenceEngine {
-    pub fn create(options: TextInferenceEngineCreateOptions) -> Self where {
+impl CTranslate2Engine {
+    pub fn create(options: CTranslate2EngineOptions) -> Self where {
         let engine = ffi::create_engine(
             &options.model_path,
             &options.model_type,
@@ -108,14 +97,18 @@ impl TextInferenceEngine {
             &options.device_indices,
             options.num_replicas_per_device,
         );
-        return TextInferenceEngine {
+
+        return Self {
             engine,
             stop_regex_cache: DashMap::new(),
             tokenizer: Tokenizer::from_file(&options.tokenizer_path).unwrap(),
         };
     }
+}
 
-    pub async fn inference(&self, prompt: &str, options: TextInferenceOptions) -> String {
+#[async_trait]
+impl TextGeneration for CTranslate2Engine {
+    async fn generate(&self, prompt: &str, options: TextGenerationOptions) -> String {
         let encoding = self.tokenizer.encode(prompt, true).unwrap();
         let engine = self.engine.clone();
 
diff --git a/crates/tabby-inference/Cargo.toml b/crates/tabby-inference/Cargo.toml
new file mode 100644
index 0000000..9be1df2
--- /dev/null
+++ b/crates/tabby-inference/Cargo.toml
@@ -0,0 +1,10 @@
+[package]
+name = "tabby-inference"
+version = "0.1.0"
+edition = "2021"
+
+# See more keys and their definitions at https://doc.rust-lang.org/cargo/reference/manifest.html
+
+[dependencies]
+async-trait = { workspace = true }
+derive_builder = "0.12.0"
diff --git a/crates/tabby-inference/src/lib.rs b/crates/tabby-inference/src/lib.rs
new file mode 100644
index 0000000..8804a58
--- /dev/null
+++ b/crates/tabby-inference/src/lib.rs
@@ -0,0 +1,18 @@
+use async_trait::async_trait;
+use derive_builder::Builder;
+
+#[derive(Builder, Debug)]
+pub struct TextGenerationOptions {
+    #[builder(default = "256")]
+    pub max_decoding_length: usize,
+
+    #[builder(default = "1.0")]
+    pub sampling_temperature: f32,
+
+    pub stop_words: &'static Vec<&'static str>,
+}
+
+#[async_trait]
+pub trait TextGeneration {
+    async fn generate(&self, prompt: &str, options: TextGenerationOptions) -> String;
+}
diff --git a/crates/tabby/Cargo.toml b/crates/tabby/Cargo.toml
index be518e8..b614939 100644
--- a/crates/tabby/Cargo.toml
+++ b/crates/tabby/Cargo.toml
@@ -8,6 +8,7 @@ ctranslate2-bindings = { path = "../ctranslate2-bindings" }
 tabby-common = { path = "../tabby-common" }
 tabby-scheduler = { path = "../tabby-scheduler", optional = true }
 tabby-download = { path = "../tabby-download" }
+tabby-inference = { path = "../tabby-inference" }
 axum = "0.6"
 hyper = { version = "0.14", features = ["full"] }
 tokio = { workspace = true, features = ["full"] }
diff --git a/crates/tabby/src/serve/completions.rs b/crates/tabby/src/serve/completions.rs
index ed6d22e..5d682ff 100644
--- a/crates/tabby/src/serve/completions.rs
+++ b/crates/tabby/src/serve/completions.rs
@@ -4,12 +4,11 @@ mod prompt;
 use std::{path::Path, sync::Arc};
 
 use axum::{extract::State, Json};
-use ctranslate2_bindings::{
-    TextInferenceEngine, TextInferenceEngineCreateOptionsBuilder, TextInferenceOptionsBuilder,
-};
+use ctranslate2_bindings::{CTranslate2Engine, CTranslate2EngineOptionsBuilder};
 use hyper::StatusCode;
 use serde::{Deserialize, Serialize};
 use tabby_common::{config::Config, events, path::ModelDir};
+use tabby_inference::{TextGeneration, TextGenerationOptionsBuilder};
 use tracing::{debug, instrument};
 use utoipa::ToSchema;
 
@@ -79,7 +78,7 @@ pub async fn completion(
     Json(request): Json<CompletionRequest>,
 ) -> Result<Json<CompletionResponse>, StatusCode> {
     let language = request.language.unwrap_or("unknown".to_string());
-    let options = TextInferenceOptionsBuilder::default()
+    let options = TextGenerationOptionsBuilder::default()
         .max_decoding_length(128)
         .sampling_temperature(0.1)
         .stop_words(get_stop_words(&language))
@@ -101,7 +100,7 @@ pub async fn completion(
     let prompt = state.prompt_builder.build(&language, segments);
     debug!("PROMPT: {}", prompt);
     let completion_id = format!("cmpl-{}", uuid::Uuid::new_v4());
-    let text = state.engine.inference(&prompt, options).await;
+    let text = state.engine.generate(&prompt, options).await;
 
     events::Event::Completion {
         completion_id: &completion_id,
@@ -122,7 +121,7 @@ pub async fn completion(
 }
 
 pub struct CompletionState {
-    engine: TextInferenceEngine,
+    engine: CTranslate2Engine,
     prompt_builder: prompt::PromptBuilder,
 }
 
@@ -133,7 +132,7 @@ impl CompletionState {
 
         let device = format!("{}", args.device);
         let compute_type = format!("{}", args.compute_type);
-        let options = TextInferenceEngineCreateOptionsBuilder::default()
+        let options = CTranslate2EngineOptionsBuilder::default()
             .model_path(model_dir.ctranslate2_dir())
             .tokenizer_path(model_dir.tokenizer_file())
             .device(device)
@@ -143,7 +142,7 @@ impl CompletionState {
             .compute_type(compute_type)
             .build()
             .unwrap();
-        let engine = TextInferenceEngine::create(options);
+        let engine = CTranslate2Engine::create(options);
         Self {
             engine,
             prompt_builder: prompt::PromptBuilder::new(