chore: test streaming

frontend/rust-lib/Cargo.lock

@@ -2148,7 +2148,6 @@ dependencies = [
  "anyhow",
  "crossbeam-utils",
  "dotenv",
- "futures",
  "lib-infra",
  "log",
  "once_cell",
@@ -2157,6 +2156,7 @@ dependencies = [
  "serde_json",
  "thiserror",
  "tokio",
+ "tokio-stream",
  "tracing",
  "tracing-subscriber",
  "uuid",
@@ -5767,9 +5767,9 @@ dependencies = [
 
 [[package]]
 name = "tokio-stream"
-version = "0.1.14"
+version = "0.1.15"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "397c988d37662c7dda6d2208364a706264bf3d6138b11d436cbac0ad38832842"
+checksum = "267ac89e0bec6e691e5813911606935d77c476ff49024f98abcea3e7b15e37af"
 dependencies = [
  "futures-core",
  "pin-project-lite",

frontend/rust-lib/flowy-chat/src/manager.rs

@@ -11,7 +11,7 @@ use flowy_sidecar::manager::SidecarManager;
 use flowy_sqlite::DBConnection;
 use lib_infra::future::FutureResult;
 use lib_infra::util::timestamp;
-use std::sync::atomic::AtomicBool;
+
 use std::sync::Arc;
 use tracing::trace;
 
@@ -263,9 +263,9 @@ impl ChatCloudService for ChatService {
 
   async fn stream_answer(
     &self,
-    workspace_id: &str,
+    _workspace_id: &str,
-    chat_id: &str,
+    _chat_id: &str,
-    message_id: i64,
+    _message_id: i64,
   ) -> Result<StreamAnswer, FlowyError> {
     todo!()
   }

frontend/rust-lib/flowy-sidecar/Cargo.toml

@@ -16,8 +16,8 @@ tracing.workspace = true
 crossbeam-utils = "0.8.20"
 log = "0.4.21"
 parking_lot.workspace = true
+tokio-stream = "0.1.15"
 lib-infra.workspace = true
-futures.workspace = true
 
 
 [dev-dependencies]

frontend/rust-lib/flowy-sidecar/src/core/parser.rs

@@ -1,8 +1,9 @@
 use crate::core::rpc_object::RpcObject;
-use crate::core::rpc_peer::ResponsePayload;
+
 use crate::error::{ReadError, RemoteError};
 use serde_json::{json, Value as JsonValue};
 use std::io::BufRead;
+use tracing::error;
 
 #[derive(Debug, Default)]
 pub struct MessageReader(String);
@@ -57,15 +58,15 @@ pub enum Call<R> {
 }
 
 pub trait ResponseParser {
-  type ValueType;
+  type ValueType: Send + Sync + 'static;
-  fn parse_response(payload: JsonValue) -> Result<Self::ValueType, RemoteError>;
+  fn parse_json(payload: JsonValue) -> Result<Self::ValueType, RemoteError>;
 }
 
 pub struct ChatResponseParser;
 impl ResponseParser for ChatResponseParser {
   type ValueType = String;
 
-  fn parse_response(json: JsonValue) -> Result<Self::ValueType, RemoteError> {
+  fn parse_json(json: JsonValue) -> Result<Self::ValueType, RemoteError> {
     if json.is_object() {
       if let Some(data) = json.get("data") {
         if let Some(message) = data.as_str() {
@@ -73,7 +74,19 @@ impl ResponseParser for ChatResponseParser {
         }
       }
     }
-    return Err(RemoteError::InvalidResponse(json));
+    return Err(RemoteError::ParseResponse(json));
+  }
+}
+
+pub struct ChatStreamResponseParser;
+impl ResponseParser for ChatStreamResponseParser {
+  type ValueType = String;
+
+  fn parse_json(json: JsonValue) -> Result<Self::ValueType, RemoteError> {
+    if let Some(message) = json.as_str() {
+      return Ok(message.to_string());
+    }
+    return Err(RemoteError::ParseResponse(json));
   }
 }
 
@@ -81,7 +94,7 @@ pub struct ChatRelatedQuestionsResponseParser;
 impl ResponseParser for ChatRelatedQuestionsResponseParser {
   type ValueType = Vec<JsonValue>;
 
-  fn parse_response(json: JsonValue) -> Result<Self::ValueType, RemoteError> {
+  fn parse_json(json: JsonValue) -> Result<Self::ValueType, RemoteError> {
     if json.is_object() {
       if let Some(data) = json.get("data") {
         if let Some(values) = data.as_array() {
@@ -89,7 +102,7 @@ impl ResponseParser for ChatRelatedQuestionsResponseParser {
         }
       }
     }
-    return Err(RemoteError::InvalidResponse(json));
+    return Err(RemoteError::ParseResponse(json));
   }
 }
 
@@ -97,7 +110,7 @@ pub struct SimilarityResponseParser;
 impl ResponseParser for SimilarityResponseParser {
   type ValueType = f64;
 
-  fn parse_response(json: JsonValue) -> Result<Self::ValueType, RemoteError> {
+  fn parse_json(json: JsonValue) -> Result<Self::ValueType, RemoteError> {
     if json.is_object() {
       if let Some(data) = json.get("data") {
         if let Some(score) = data.get("score").and_then(|v| v.as_f64()) {
@@ -106,6 +119,6 @@ impl ResponseParser for SimilarityResponseParser {
       }
     }
 
-    return Err(RemoteError::InvalidResponse(json));
+    return Err(RemoteError::ParseResponse(json));
   }
 }

frontend/rust-lib/flowy-sidecar/src/core/plugin.rs

@@ -1,9 +1,9 @@
-use crate::error::Error;
+use crate::error::SidecarError;
 use crate::manager::WeakSidecarState;
 
 use crate::core::parser::ResponseParser;
 use crate::core::rpc_loop::RpcLoop;
-use crate::core::rpc_peer::{Callback, ResponsePayload};
+use crate::core::rpc_peer::{CloneableCallback, OneShotCallback};
 use anyhow::anyhow;
 use serde::{Deserialize, Serialize};
 use serde_json::{json, Value as JsonValue};
@@ -12,6 +12,9 @@ use std::process::{Child, Stdio};
 use std::sync::Arc;
 use std::thread;
 use std::time::Instant;
+use tokio_stream::wrappers::ReceiverStream;
+use tokio_stream::Stream;
+
 use tracing::{error, info};
 
 #[derive(
@@ -34,12 +37,12 @@ pub trait Peer: Send + Sync + 'static {
   /// Sends an RPC notification to the peer with the specified method and parameters.
   fn send_rpc_notification(&self, method: &str, params: &JsonValue);
 
-  /// Sends an asynchronous RPC request to the peer and executes the provided callback upon completion.
+  fn stream_rpc_request(&self, method: &str, params: &JsonValue, f: CloneableCallback);
-  fn send_rpc_request_async(&self, method: &str, params: &JsonValue, f: Box<dyn Callback>);
 
+  fn async_send_rpc_request(&self, method: &str, params: &JsonValue, f: Box<dyn OneShotCallback>);
   /// Sends a synchronous RPC request to the peer and waits for the result.
   /// Returns the result of the request or an error.
-  fn send_rpc_request(&self, method: &str, params: &JsonValue) -> Result<JsonValue, Error>;
+  fn send_rpc_request(&self, method: &str, params: &JsonValue) -> Result<JsonValue, SidecarError>;
 
   /// Checks if there is an incoming request pending, intended to reduce latency for bulk operations done in the background.
   fn request_is_pending(&self) -> bool;
@@ -66,34 +69,53 @@ pub struct Plugin {
 }
 
 impl Plugin {
-  pub fn initialize(&self, value: JsonValue) -> Result<(), Error> {
+  pub fn initialize(&self, value: JsonValue) -> Result<(), SidecarError> {
     self.peer.send_rpc_request("initialize", &value)?;
     Ok(())
   }
 
-  pub fn send_request(&self, method: &str, params: &JsonValue) -> Result<JsonValue, Error> {
+  pub fn request(&self, method: &str, params: &JsonValue) -> Result<JsonValue, SidecarError> {
     self.peer.send_rpc_request(method, params)
   }
 
-  pub async fn async_send_request<P: ResponseParser>(
+  pub async fn async_request<P: ResponseParser>(
     &self,
     method: &str,
     params: &JsonValue,
-  ) -> Result<P::ValueType, Error> {
+  ) -> Result<P::ValueType, SidecarError> {
     let (tx, rx) = tokio::sync::oneshot::channel();
-    self.peer.send_rpc_request_async(
+    self.peer.async_send_rpc_request(
       method,
       params,
       Box::new(move |result| {
         let _ = tx.send(result);
       }),
     );
-    let value = rx
+    let value = rx.await.map_err(|err| {
-      .await
+      SidecarError::Internal(anyhow!("error waiting for async response: {:?}", err))
-      .map_err(|err| Error::Internal(anyhow!("error waiting for async response: {:?}", err)))??;
+    })??;
-    let value = P::parse_response(value)?;
+    let value = P::parse_json(value)?;
     Ok(value)
   }
+  pub fn stream_request<P: ResponseParser>(
+    &self,
+    method: &str,
+    params: &JsonValue,
+  ) -> Result<ReceiverStream<Result<P::ValueType, SidecarError>>, SidecarError> {
+    let (tx, stream) = tokio::sync::mpsc::channel(100);
+    let stream = ReceiverStream::new(stream);
+    let callback = CloneableCallback::new(move |result| match result {
+      Ok(json) => {
+        let result = P::parse_json(json).map_err(SidecarError::from);
+        let _ = tx.blocking_send(result);
+      },
+      Err(err) => {
+        let _ = tx.blocking_send(Err(err));
+      },
+    });
+    self.peer.stream_rpc_request(method, params, callback);
+    Ok(stream)
+  }
 
   pub fn shutdown(&self) {
     if let Err(err) = self.peer.send_rpc_request("shutdown", &json!({})) {

frontend/rust-lib/flowy-sidecar/src/core/rpc_loop.rs

@@ -2,14 +2,14 @@ use crate::core::parser::{Call, MessageReader};
 use crate::core::plugin::RpcCtx;
 use crate::core::rpc_object::RpcObject;
 use crate::core::rpc_peer::{RawPeer, ResponsePayload, RpcState};
-use crate::error::{Error, ReadError, RemoteError};
+use crate::error::{ReadError, RemoteError, SidecarError};
 use serde::de::DeserializeOwned;
-use serde_json::Value;
+
 use std::io::{BufRead, Write};
 use std::sync::Arc;
 use std::thread;
 use std::time::Duration;
-use tracing::{error, trace};
+use tracing::{error, info, trace};
 
 const MAX_IDLE_WAIT: Duration = Duration::from_millis(5);
 
@@ -97,7 +97,6 @@ impl<W: Write + Send> RpcLoop<W> {
             trace!("read loop exit");
             break;
           }
-
           let json = match self.reader.next(&mut stream) {
             Ok(json) => json,
             Err(err) => {
@@ -109,15 +108,17 @@ impl<W: Write + Send> RpcLoop<W> {
             },
           };
           if json.is_response() {
-            let id = json.get_id().unwrap();
+            let request_id = json.get_id().unwrap();
             match json.into_response() {
               Ok(resp) => {
-                let resp = resp.map_err(Error::from);
+                let resp = resp.map_err(SidecarError::from);
-                self.peer.handle_response(id, resp);
+                self.peer.handle_response(request_id, resp);
               },
               Err(msg) => {
                 error!("[RPC] failed to parse response: {}", msg);
-                self.peer.handle_response(id, Err(Error::InvalidResponse));
+                self
+                  .peer
+                  .handle_response(request_id, Err(SidecarError::InvalidResponse));
               },
             }
           } else {

frontend/rust-lib/flowy-sidecar/src/core/rpc_object.rs

@@ -1,7 +1,8 @@
 use crate::core::parser::{Call, RequestId};
 use crate::core::rpc_peer::{Response, ResponsePayload};
+use crate::error::RemoteError;
 use serde::de::{DeserializeOwned, Error};
-use serde_json::Value;
+use serde_json::{json, Value};
 
 #[derive(Debug, Clone)]
 pub struct RpcObject(pub Value);
@@ -24,30 +25,63 @@ impl RpcObject {
     self.0.get("id").is_some() && self.0.get("method").is_none()
   }
 
-  /// Converts the underlying `Value` into an RPC response object.
+  /// Converts a JSON-RPC response into a structured `Response` object.
-  /// The caller should verify that the object is a response before calling this method.
+  ///
+  /// This function validates and parses a JSON-RPC response, ensuring it contains the necessary fields,
+  /// and then transforms it into a structured `Response` object. The response must contain either a
+  /// "result" or an "error" field, but not both. If the response contains a "result" field, it may also
+  /// include streaming data, indicated by a nested "stream" field.
+  ///
   /// # Errors
-  /// If the `Value` is not a well-formed response object, this returns a `String` containing an
+  ///
-  /// error message. The caller should print this message and exit.
+  /// This function will return an error if:
+  /// - The "id" field is missing.
+  /// - The response contains both "result" and "error" fields, or neither.
+  /// - The "stream" field within the "result" is missing "type" or "data" fields.
+  /// - The "stream" type is invalid (i.e., not "streaming" or "end").
+  ///
+  /// # Returns
+  ///
+  /// - `Ok(Ok(ResponsePayload::Json(result)))`: If the response contains a valid "result".
+  /// - `Ok(Ok(ResponsePayload::Streaming(data)))`: If the response contains streaming data of type "streaming".
+  /// - `Ok(Ok(ResponsePayload::StreamEnd(json!({}))))`: If the response contains streaming data of type "end".
+  /// - `Err(String)`: If any validation or parsing errors occur.
+  ///.
   pub fn into_response(mut self) -> Result<Response, String> {
-    let _ = self
+    // Ensure 'id' field is present
+    self
       .get_id()
-      .ok_or("Response requires 'id' field.".to_string())?;
+      .ok_or_else(|| "Response requires 'id' field.".to_string())?;
 
-    if self.0.get("result").is_some() == self.0.get("error").is_some() {
+    // Ensure the response contains exactly one of 'result' or 'error'
+    let has_result = self.0.get("result").is_some();
+    let has_error = self.0.get("error").is_some();
+    if has_result == has_error {
       return Err("RPC response must contain exactly one of 'error' or 'result' fields.".into());
     }
-    let result = self.0.as_object_mut().and_then(|obj| obj.remove("result"));
+
-    match result {
+    // Handle the 'result' field if present
-      Some(r) => Ok(Ok(ResponsePayload::Json(r))),
+    if let Some(mut result) = self.0.as_object_mut().and_then(|obj| obj.remove("result")) {
-      None => {
+      if let Some(mut stream) = result.as_object_mut().and_then(|obj| obj.remove("stream")) {
-        let error = self
+        if let Some((has_more, data)) = stream.as_object_mut().and_then(|obj| {
-          .0
+          let has_more = obj.remove("has_more")?.as_bool().unwrap_or(false);
-          .as_object_mut()
+          let data = obj.remove("data")?;
-          .and_then(|obj| obj.remove("error"))
+          Some((has_more, data))
-          .unwrap();
+        }) {
-        Err(format!("Error handling response: {:?}", error))
+          return match has_more {
-      },
+            true => Ok(Ok(ResponsePayload::Streaming(data))),
+            false => Ok(Ok(ResponsePayload::StreamEnd(data))),
+          };
+        } else {
+          return Err("Stream response must contain 'type' and 'data' fields.".into());
+        }
+      }
+
+      Ok(Ok(ResponsePayload::Json(result)))
+    } else {
+      // Handle the 'error' field
+      let error = self.0.as_object_mut().unwrap().remove("error").unwrap();
+      Err(format!("Error handling response: {:?}", error))
     }
   }
 

frontend/rust-lib/flowy-sidecar/src/core/rpc_peer.rs

@@ -1,18 +1,18 @@
 use crate::core::plugin::{Peer, PluginId};
 use crate::core::rpc_object::RpcObject;
-use crate::error::{Error, ReadError, RemoteError};
+use crate::error::{ReadError, RemoteError, SidecarError};
-use futures::Stream;
 use parking_lot::{Condvar, Mutex};
 use serde::{de, ser, Deserialize, Deserializer, Serialize, Serializer};
 use serde_json::{json, Value as JsonValue};
 use std::collections::{BTreeMap, BinaryHeap, VecDeque};
 use std::fmt::Display;
 use std::io::Write;
-use std::pin::Pin;
+
 use std::sync::atomic::{AtomicBool, AtomicUsize, Ordering};
 use std::sync::{mpsc, Arc};
 use std::time::{Duration, Instant};
 use std::{cmp, io};
+use tokio_stream::Stream;
 use tracing::{error, trace, warn};
 
 pub struct PluginCommand<T> {
@@ -97,15 +97,19 @@ impl<W: Write + Send + 'static> Peer for RawPeer<W> {
     }
   }
 
-  fn send_rpc_request_async(&self, method: &str, params: &JsonValue, f: Box<dyn Callback>) {
+  fn stream_rpc_request(&self, method: &str, params: &JsonValue, f: CloneableCallback) {
+    self.send_rpc(method, params, ResponseHandler::StreamCallback(Arc::new(f)));
+  }
+
+  fn async_send_rpc_request(&self, method: &str, params: &JsonValue, f: Box<dyn OneShotCallback>) {
     self.send_rpc(method, params, ResponseHandler::Callback(f));
   }
 
-  fn send_rpc_request(&self, method: &str, params: &JsonValue) -> Result<JsonValue, Error> {
+  fn send_rpc_request(&self, method: &str, params: &JsonValue) -> Result<JsonValue, SidecarError> {
     let (tx, rx) = mpsc::channel();
     self.0.is_blocking.store(true, Ordering::Release);
     self.send_rpc(method, params, ResponseHandler::Chan(tx));
-    rx.recv().unwrap_or(Err(Error::PeerDisconnect))
+    rx.recv().unwrap_or(Err(SidecarError::PeerDisconnect))
   }
 
   fn request_is_pending(&self) -> bool {
@@ -133,7 +137,7 @@ impl<W: Write> RawPeer<W> {
     match result {
       Ok(result) => match result {
         ResponsePayload::Json(value) => response["result"] = value,
-        ResponsePayload::Stream(_) => {
+        ResponsePayload::Streaming(_) | ResponsePayload::StreamEnd(_) => {
           error!("stream response not supported")
         },
       },
@@ -161,29 +165,44 @@ impl<W: Write> RawPeer<W> {
     })) {
       let mut pending = self.0.pending.lock();
       if let Some(rh) = pending.remove(&id) {
-        rh.invoke(Err(Error::Io(e)));
+        rh.invoke(Err(SidecarError::Io(e)));
       }
     }
   }
 
-  pub(crate) fn handle_response(&self, id: u64, resp: Result<ResponsePayload, Error>) {
+  pub(crate) fn handle_response(
-    let id = id as usize;
+    &self,
+    request_id: u64,
+    resp: Result<ResponsePayload, SidecarError>,
+  ) {
+    let request_id = request_id as usize;
     let handler = {
       let mut pending = self.0.pending.lock();
-      pending.remove(&id)
+      pending.remove(&request_id)
     };
     let is_stream = resp.as_ref().map(|resp| resp.is_stream()).unwrap_or(false);
     match handler {
       Some(response_handler) => {
+        if is_stream {
+          let is_stream_end = resp
+            .as_ref()
+            .map(|resp| resp.is_stream_end())
+            .unwrap_or(false);
+          if !is_stream_end {
+            // when steam is not end, we need to put the stream callback back to pending in order to
+            // receive the next stream message.
+            if let Some(callback) = response_handler.get_stream_callback() {
+              let mut pending = self.0.pending.lock();
+              pending.insert(request_id, ResponseHandler::StreamCallback(callback));
+            }
+          } else {
+            trace!("[RPC] {} stream end", request_id);
+          }
+        }
         let json = resp.map(|resp| resp.into_json());
         response_handler.invoke(json);
-
-        // if is_stream {
-        //   let mut pending = self.0.pending.lock();
-        //   pending.insert(id, response_handler);
-        // }
       },
-      None => warn!("[RPC] id {} not found in pending", id),
+      None => error!("[RPC] id {}'s handle not found", request_id),
     }
   }
 
@@ -243,7 +262,7 @@ impl<W: Write> RawPeer<W> {
     let ids = pending.keys().cloned().collect::<Vec<_>>();
     for id in &ids {
       let callback = pending.remove(id).unwrap();
-      callback.invoke(Err(Error::PeerDisconnect));
+      callback.invoke(Err(SidecarError::PeerDisconnect));
     }
     self.0.needs_exit.store(true, Ordering::Relaxed);
   }
@@ -267,7 +286,8 @@ impl<W: Write> Clone for RawPeer<W> {
 #[derive(Clone, Debug)]
 pub enum ResponsePayload {
   Json(JsonValue),
-  Stream(JsonValue),
+  Streaming(JsonValue),
+  StreamEnd(JsonValue),
 }
 
 impl ResponsePayload {
@@ -276,23 +296,29 @@ impl ResponsePayload {
   }
 
   pub fn is_stream(&self) -> bool {
-    match self {
+    matches!(
-      ResponsePayload::Json(_) => false,
+      self,
-      ResponsePayload::Stream(_) => true,
+      ResponsePayload::Streaming(_) | ResponsePayload::StreamEnd(_)
-    }
+    )
+  }
+
+  pub fn is_stream_end(&self) -> bool {
+    matches!(self, ResponsePayload::StreamEnd(_))
   }
 
   pub fn json(&self) -> &JsonValue {
     match self {
       ResponsePayload::Json(v) => v,
-      ResponsePayload::Stream(v) => v,
+      ResponsePayload::Streaming(v) => v,
+      ResponsePayload::StreamEnd(v) => v,
     }
   }
 
   pub fn into_json(self) -> JsonValue {
     match self {
       ResponsePayload::Json(v) => v,
-      ResponsePayload::Stream(v) => v,
+      ResponsePayload::Streaming(v) => v,
+      ResponsePayload::StreamEnd(v) => v,
     }
   }
 }
@@ -301,37 +327,78 @@ impl Display for ResponsePayload {
   fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
     match self {
       ResponsePayload::Json(v) => write!(f, "{}", v),
-      ResponsePayload::Stream(_) => write!(f, "stream"),
+      ResponsePayload::Streaming(_) => write!(f, "stream start"),
+      ResponsePayload::StreamEnd(_) => write!(f, "stream end"),
     }
   }
 }
 
 pub type Response = Result<ResponsePayload, RemoteError>;
 
-pub trait ResponseStream: Stream<Item = Result<JsonValue, Error>> + Unpin + Send {}
+pub trait ResponseStream: Stream<Item = Result<JsonValue, SidecarError>> + Unpin + Send {}
 
-impl<T> ResponseStream for T where T: Stream<Item = Result<JsonValue, Error>> + Unpin + Send {}
+impl<T> ResponseStream for T where T: Stream<Item = Result<JsonValue, SidecarError>> + Unpin + Send {}
 
 enum ResponseHandler {
-  Chan(mpsc::Sender<Result<JsonValue, Error>>),
+  Chan(mpsc::Sender<Result<JsonValue, SidecarError>>),
-  Callback(Box<dyn Callback>),
+  Callback(Box<dyn OneShotCallback>),
-}
+  StreamCallback(Arc<CloneableCallback>),
-pub trait Callback: Send {
-  fn call(self: Box<Self>, result: Result<JsonValue, Error>);
 }
 
-impl<F: Send + FnOnce(Result<JsonValue, Error>)> Callback for F {
+impl ResponseHandler {
-  fn call(self: Box<F>, result: Result<JsonValue, Error>) {
+  pub fn get_stream_callback(&self) -> Option<Arc<CloneableCallback>> {
+    match self {
+      ResponseHandler::StreamCallback(cb) => Some(cb.clone()),
+      _ => None,
+    }
+  }
+}
+
+pub trait OneShotCallback: Send {
+  fn call(self: Box<Self>, result: Result<JsonValue, SidecarError>);
+}
+
+impl<F: Send + FnOnce(Result<JsonValue, SidecarError>)> OneShotCallback for F {
+  fn call(self: Box<Self>, result: Result<JsonValue, SidecarError>) {
+    (self)(result)
+  }
+}
+
+pub trait Callback: Send + Sync {
+  fn call(&self, result: Result<JsonValue, SidecarError>);
+}
+
+impl<F: Send + Sync + Fn(Result<JsonValue, SidecarError>)> Callback for F {
+  fn call(&self, result: Result<JsonValue, SidecarError>) {
     (*self)(result)
   }
 }
 
+#[derive(Clone)]
+pub struct CloneableCallback {
+  callback: Arc<dyn Callback>,
+}
+impl CloneableCallback {
+  pub fn new<C: Callback + 'static>(callback: C) -> Self {
+    CloneableCallback {
+      callback: Arc::new(callback),
+    }
+  }
+
+  pub fn call(&self, result: Result<JsonValue, SidecarError>) {
+    self.callback.call(result)
+  }
+}
+
 impl ResponseHandler {
-  fn invoke(self, result: Result<JsonValue, Error>) {
+  fn invoke(self, result: Result<JsonValue, SidecarError>) {
     match self {
       ResponseHandler::Chan(tx) => {
         let _ = tx.send(result);
       },
+      ResponseHandler::StreamCallback(cb) => {
+        cb.call(result);
+      },
       ResponseHandler::Callback(f) => f.call(result),
     }
   }

frontend/rust-lib/flowy-sidecar/src/error.rs

@@ -1,11 +1,10 @@
-use crate::core::rpc_peer::ResponsePayload;
 use serde::{Deserialize, Deserializer, Serialize, Serializer};
 use serde_json::{json, Value as JsonValue};
 use std::{fmt, io};
 
 /// The error type of `tauri-utils`.
 #[derive(Debug, thiserror::Error)]
-pub enum Error {
+pub enum SidecarError {
   /// An IO error occurred on the underlying communication channel.
   #[error(transparent)]
   Io(#[from] io::Error),
@@ -48,6 +47,9 @@ pub enum RemoteError {
 
   #[error("Invalid response: {0}")]
   InvalidResponse(JsonValue),
+
+  #[error("Parse response: {0}")]
+  ParseResponse(JsonValue),
   /// A custom error, defined by the client.
   #[error("Custom error: {message}")]
   Custom {
@@ -100,9 +102,9 @@ impl From<serde_json::Error> for RemoteError {
   }
 }
 
-impl From<RemoteError> for Error {
+impl From<RemoteError> for SidecarError {
-  fn from(err: RemoteError) -> Error {
+  fn from(err: RemoteError) -> SidecarError {
-    Error::RemoteError(err)
+    SidecarError::RemoteError(err)
   }
 }
 
@@ -156,6 +158,11 @@ impl Serialize for RemoteError {
         "Invalid response".to_string(),
         Some(json!(resp.to_string())),
       ),
+      RemoteError::ParseResponse(resp) => (
+        -1,
+        "Invalid response".to_string(),
+        Some(json!(resp.to_string())),
+      ),
     };
     let err = ErrorHelper {
       code,

frontend/rust-lib/flowy-sidecar/src/lib.rs

@@ -1,4 +1,4 @@
 pub mod core;
-mod error;
+pub mod error;
 pub mod manager;
 pub mod plugins;

frontend/rust-lib/flowy-sidecar/src/manager.rs

@@ -2,11 +2,11 @@ use crate::core::parser::ResponseParser;
 use crate::core::plugin::{start_plugin_process, Plugin, PluginId, PluginInfo, RpcCtx};
 use crate::core::rpc_loop::Handler;
 use crate::core::rpc_peer::{PluginCommand, ResponsePayload};
-use crate::error::{Error, ReadError, RemoteError};
+use crate::error::{ReadError, RemoteError, SidecarError};
 use anyhow::anyhow;
 use lib_infra::util::{get_operating_system, OperatingSystem};
 use parking_lot::Mutex;
-use serde_json::{json, Value};
+use serde_json::Value;
 use std::io;
 use std::sync::atomic::{AtomicI64, Ordering};
 use std::sync::{Arc, Weak};
@@ -29,9 +29,9 @@ impl SidecarManager {
     }
   }
 
-  pub async fn create_plugin(&self, plugin_info: PluginInfo) -> Result<PluginId, Error> {
+  pub async fn create_plugin(&self, plugin_info: PluginInfo) -> Result<PluginId, SidecarError> {
     if self.operating_system.is_not_desktop() {
-      return Err(Error::Internal(anyhow!(
+      return Err(SidecarError::Internal(anyhow!(
         "plugin not supported on this platform"
       )));
     }
@@ -41,7 +41,7 @@ impl SidecarManager {
     Ok(plugin_id)
   }
 
-  pub async fn get_plugin(&self, plugin_id: PluginId) -> Result<Weak<Plugin>, Error> {
+  pub async fn get_plugin(&self, plugin_id: PluginId) -> Result<Weak<Plugin>, SidecarError> {
     let state = self.state.lock();
     let plugin = state
       .plugins
@@ -51,9 +51,9 @@ impl SidecarManager {
     Ok(Arc::downgrade(plugin))
   }
 
-  pub async fn remove_plugin(&self, id: PluginId) -> Result<(), Error> {
+  pub async fn remove_plugin(&self, id: PluginId) -> Result<(), SidecarError> {
     if self.operating_system.is_not_desktop() {
-      return Err(Error::Internal(anyhow!(
+      return Err(SidecarError::Internal(anyhow!(
         "plugin not supported on this platform"
       )));
     }
@@ -71,9 +71,9 @@ impl SidecarManager {
     Ok(())
   }
 
-  pub fn init_plugin(&self, id: PluginId, init_params: Value) -> Result<(), Error> {
+  pub fn init_plugin(&self, id: PluginId, init_params: Value) -> Result<(), SidecarError> {
     if self.operating_system.is_not_desktop() {
-      return Err(Error::Internal(anyhow!(
+      return Err(SidecarError::Internal(anyhow!(
         "plugin not supported on this platform"
       )));
     }
@@ -94,15 +94,15 @@ impl SidecarManager {
     id: PluginId,
     method: &str,
     request: Value,
-  ) -> Result<P::ValueType, Error> {
+  ) -> Result<P::ValueType, SidecarError> {
     let state = self.state.lock();
     let plugin = state
       .plugins
       .iter()
       .find(|p| p.id == id)
       .ok_or(anyhow!("plugin not found"))?;
-    let resp = plugin.send_request(method, &request)?;
+    let resp = plugin.request(method, &request)?;
-    let value = P::parse_response(resp)?;
+    let value = P::parse_json(resp)?;
     Ok(value)
   }
 
@@ -111,14 +111,14 @@ impl SidecarManager {
     id: PluginId,
     method: &str,
     request: Value,
-  ) -> Result<P::ValueType, Error> {
+  ) -> Result<P::ValueType, SidecarError> {
     let state = self.state.lock();
     let plugin = state
       .plugins
       .iter()
       .find(|p| p.id == id)
       .ok_or(anyhow!("plugin not found"))?;
-    let value = plugin.async_send_request::<P>(method, &request).await?;
+    let value = plugin.async_request::<P>(method, &request).await?;
     Ok(value)
   }
 }

frontend/rust-lib/flowy-sidecar/src/plugins/chat_plugin.rs

@@ -1,9 +1,13 @@
-use crate::core::parser::{ChatRelatedQuestionsResponseParser, ChatResponseParser};
+use crate::core::parser::{
+  ChatRelatedQuestionsResponseParser, ChatResponseParser, ChatStreamResponseParser,
+};
 use crate::core::plugin::{Plugin, PluginId};
-use crate::error::Error;
+use crate::error::SidecarError;
 use anyhow::anyhow;
 use serde_json::json;
 use std::sync::Weak;
+use tokio_stream::wrappers::ReceiverStream;
+use tokio_stream::Stream;
 
 pub struct ChatPluginOperation {
   plugin: Weak<Plugin>,
@@ -17,17 +21,17 @@ impl ChatPluginOperation {
   pub async fn send_message(
     &self,
     chat_id: &str,
-    plugin_id: PluginId,
+    _plugin_id: PluginId,
     message: &str,
-  ) -> Result<String, Error> {
+  ) -> Result<String, SidecarError> {
     let plugin = self
       .plugin
       .upgrade()
-      .ok_or(Error::Internal(anyhow!("Plugin is dropped")))?;
+      .ok_or(SidecarError::Internal(anyhow!("Plugin is dropped")))?;
 
     let params = json!({"chat_id": chat_id, "method": "answer", "params": {"content": message}});
     let resp = plugin
-      .async_send_request::<ChatResponseParser>("handle", &params)
+      .async_request::<ChatResponseParser>("handle", &params)
       .await?;
     Ok(resp)
   }
@@ -35,34 +39,31 @@ impl ChatPluginOperation {
   pub async fn stream_message(
     &self,
     chat_id: &str,
-    plugin_id: PluginId,
+    _plugin_id: PluginId,
     message: &str,
-  ) -> Result<String, Error> {
+  ) -> Result<ReceiverStream<Result<String, SidecarError>>, SidecarError> {
     let plugin = self
       .plugin
       .upgrade()
-      .ok_or(Error::Internal(anyhow!("Plugin is dropped")))?;
+      .ok_or(SidecarError::Internal(anyhow!("Plugin is dropped")))?;
 
     let params =
       json!({"chat_id": chat_id, "method": "stream_answer", "params": {"content": message}});
-    let resp = plugin
+    plugin.stream_request::<ChatStreamResponseParser>("handle", &params)
-      .async_send_request::<ChatResponseParser>("handle", &params)
-      .await?;
-    Ok(resp)
   }
 
   pub async fn get_related_questions(
     &self,
     chat_id: &str,
-  ) -> Result<Vec<serde_json::Value>, Error> {
+  ) -> Result<Vec<serde_json::Value>, SidecarError> {
     let plugin = self
       .plugin
       .upgrade()
-      .ok_or(Error::Internal(anyhow!("Plugin is dropped")))?;
+      .ok_or(SidecarError::Internal(anyhow!("Plugin is dropped")))?;
 
     let params = json!({"chat_id": chat_id, "method": "related_question"});
     let resp = plugin
-      .async_send_request::<ChatRelatedQuestionsResponseParser>("handle", &params)
+      .async_request::<ChatRelatedQuestionsResponseParser>("handle", &params)
       .await?;
     Ok(resp)
   }

frontend/rust-lib/flowy-sidecar/src/plugins/embedding_plugin.rs

@@ -1,8 +1,6 @@
-use crate::core::parser::{
+use crate::core::parser::SimilarityResponseParser;
-  ChatRelatedQuestionsResponseParser, ChatResponseParser, SimilarityResponseParser,
+use crate::core::plugin::Plugin;
-};
+use crate::error::SidecarError;
-use crate::core::plugin::{Plugin, PluginId};
-use crate::error::Error;
 use anyhow::anyhow;
 use serde_json::json;
 use std::sync::Weak;
@@ -16,15 +14,19 @@ impl EmbeddingPluginOperation {
     EmbeddingPluginOperation { plugin }
   }
 
-  pub async fn calculate_similarity(&self, message1: &str, message2: &str) -> Result<f64, Error> {
+  pub async fn calculate_similarity(
+    &self,
+    message1: &str,
+    message2: &str,
+  ) -> Result<f64, SidecarError> {
     let plugin = self
       .plugin
       .upgrade()
-      .ok_or(Error::Internal(anyhow!("Plugin is dropped")))?;
+      .ok_or(SidecarError::Internal(anyhow!("Plugin is dropped")))?;
     let params =
       json!({"method": "calculate_similarity", "params": {"src": message1, "dest": message2}});
     plugin
-      .async_send_request::<SimilarityResponseParser>("handle", &params)
+      .async_request::<SimilarityResponseParser>("handle", &params)
       .await
   }
 }

frontend/rust-lib/flowy-sidecar/tests/chat_test/mod.rs

@@ -1,11 +1,14 @@
 use crate::util::LocalAITest;
+use tokio_stream::StreamExt;
 
 #[tokio::test]
 async fn load_chat_model_test() {
   if let Ok(test) = LocalAITest::new() {
     let plugin_id = test.init_chat_plugin().await;
     let chat_id = uuid::Uuid::new_v4().to_string();
-    let resp = test.send_message(&chat_id, plugin_id, "hello world").await;
+    let resp = test
+      .send_chat_message(&chat_id, plugin_id, "hello world")
+      .await;
     eprintln!("chat response: {:?}", resp);
 
     let embedding_plugin_id = test.init_embedding_plugin().await;
@@ -17,3 +20,27 @@ async fn load_chat_model_test() {
     // eprintln!("related questions: {:?}", questions);
   }
 }
+#[tokio::test]
+async fn stream_local_model_test() {
+  if let Ok(test) = LocalAITest::new() {
+    let plugin_id = test.init_chat_plugin().await;
+    let chat_id = uuid::Uuid::new_v4().to_string();
+
+    let mut resp = test
+      .stream_chat_message(&chat_id, plugin_id, "hello world")
+      .await;
+    let a = resp.next().await.unwrap().unwrap();
+    eprintln!("chat response: {:?}", a);
+
+    tokio::time::sleep(tokio::time::Duration::from_secs(5)).await;
+
+    // let mut resp = test
+    //   .stream_chat_message(&chat_id, plugin_id, "How are you")
+    //   .await;
+    // let a = resp.next().await.unwrap().unwrap();
+    // eprintln!("chat response: {:?}", a);
+    // let questions = test.related_question(&chat_id, plugin_id).await;
+    // assert_eq!(questions.len(), 3);
+    // eprintln!("related questions: {:?}", questions);
+  }
+}

frontend/rust-lib/flowy-sidecar/tests/util.rs

@@ -1,10 +1,12 @@
 use anyhow::Result;
 use flowy_sidecar::manager::SidecarManager;
 use serde_json::json;
-use std::sync::{Arc, Once};
+use std::sync::Once;
+use tokio_stream::wrappers::ReceiverStream;
+use tokio_stream::Stream;
 
-use flowy_sidecar::core::parser::{ChatResponseParser, SimilarityResponseParser};
 use flowy_sidecar::core::plugin::{PluginId, PluginInfo};
+use flowy_sidecar::error::SidecarError;
 use flowy_sidecar::plugins::chat_plugin::ChatPluginOperation;
 use flowy_sidecar::plugins::embedding_plugin::EmbeddingPluginOperation;
 use tracing_subscriber::fmt::Subscriber;
@@ -61,7 +63,12 @@ impl LocalAITest {
     plugin_id
   }
 
-  pub async fn send_message(&self, chat_id: &str, plugin_id: PluginId, message: &str) -> String {
+  pub async fn send_chat_message(
+    &self,
+    chat_id: &str,
+    plugin_id: PluginId,
+    message: &str,
+  ) -> String {
     let plugin = self.manager.get_plugin(plugin_id).await.unwrap();
     let operation = ChatPluginOperation::new(plugin);
     let resp = operation
@@ -72,6 +79,20 @@ impl LocalAITest {
     resp
   }
 
+  pub async fn stream_chat_message(
+    &self,
+    chat_id: &str,
+    plugin_id: PluginId,
+    message: &str,
+  ) -> ReceiverStream<Result<String, SidecarError>> {
+    let plugin = self.manager.get_plugin(plugin_id).await.unwrap();
+    let operation = ChatPluginOperation::new(plugin);
+    operation
+      .stream_message(chat_id, plugin_id, message)
+      .await
+      .unwrap()
+  }
+
   pub async fn related_question(
     &self,
     chat_id: &str,

frontend/rust-lib/lib-infra/src/lib.rs

@@ -23,5 +23,6 @@ if_wasm! {
 pub mod isolate_stream;
 pub mod priority_task;
 pub mod ref_map;
+pub mod stream_util;
 pub mod util;
 pub mod validator_fn;

frontend/rust-lib/lib-infra/src/stream_util.rs

@@ -0,0 +1,21 @@
+use futures_core::Stream;
+use std::pin::Pin;
+use std::task::{Context, Poll};
+use tokio::sync::mpsc;
+use tokio::sync::mpsc::{Receiver, Sender};
+
+struct BoundedStream<T> {
+  recv: Receiver<T>,
+}
+impl<T> Stream for BoundedStream<T> {
+  type Item = T;
+  fn poll_next(self: Pin<&mut Self>, cx: &mut Context<'_>) -> Poll<Option<T>> {
+    Pin::into_inner(self).recv.poll_recv(cx)
+  }
+}
+
+pub fn mpsc_channel_stream<T: Unpin>(size: usize) -> (Sender<T>, impl Stream<Item = T>) {
+  let (tx, rx) = mpsc::channel(size);
+  let stream = BoundedStream { recv: rx };
+  (tx, stream)
+}