Add the Ed workspace with the core agent and Tauri bindings
Siti AI and smbCloud MailX each grew their own wrapper around the onde SDK, and the two had drifted: one carries a ChatStatus enum, the other four string constants for the same five states; one names its status snapshot ChatStatusResponse, the other EngineStatusSnapshot, over identical fields. Both were also re-declaring types onde already ships. EngineStatus has the five states and serialises to exactly the snake_case strings MailX hand-wrote as constants, and EngineInfo has the four fields both snapshot structs list. So a good part of the duplication was not shared logic at all, just a layer nobody had deleted. What actually needed extracting is thinner than it looked, and this is it: - Lifecycle orchestration. Loading is a sequence of state changes, not one call. Ed drives Loading -> Ready or -> Error and reports each one. - Notification. onde exposes status by polling, which is the wrong shape for a UI. Ed pushes to a StatusSink the host implements. - A flattened reply, so a frontend renders success and failure through one payload instead of each app flattening Result itself. Split into two crates so Ed can be embedded somewhere other than Tauri: onde-ed has no framework dependency, and onde-ed-tauri implements the sink over AppHandle::emit and exposes the commands a webview invokes. The event names match what both apps already emit, so a frontend needs no change. Sessions, persistence, model catalogues and downloads stay with the hosts. They differ per application and do not belong here. onde-ed has no cfg(target_os) gates. onde already splits real and fallback implementations internally, so the crate compiles everywhere. Worth noting MailX gates its chat module 18 times on macOS, iOS and Android, which is narrower than onde's own support list and disables chat on Linux and Windows where it would have worked. Co-Authored-By: siGit Code <noreply@sigit.si>
Seto committed
Sep 7, 2026 at 23:30 UTC
4c58fb1d7a3e209949da90d1e99f5ceb9228879e
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+]
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This file is too large to show in full.
Cargo.toml
new
+27
@@ -0,0 +1,27 @@
1
+[workspace]
2
+resolver = "2"
3
+members = ["crates/onde-ed", "crates/onde-ed-tauri"]
4
+
5
+# Shared across every crate in the workspace so a release moves one number.
6
+# `sync-version` tooling (see the Makefile) reads these.
7
+[workspace.package]
8
+version = "0.1.0"
9
+edition = "2021"
10
+rust-version = "1.82"
11
+license = "Apache-2.0"
12
+authors = ["Splitfire AB"]
13
+repository = "https://github.com/ondeinference/onde-ed"
14
+homepage = "https://ondeinference.com"
15
+
16
+[workspace.dependencies]
17
+# The inference engine Ed wraps. Pinned to a published release: Ed itself is
18
+# published, so a git or path dependency here would break `cargo publish`.
19
+onde = "1.2.2"
20
+serde = { version = "1", features = ["derive"] }
21
+serde_json = "1"
22
+log = "0.4"
23
+tokio = { version = "1", features = ["sync"] }
24
+tauri = { version = "2", features = [] }
25
+
26
+# Internal
27
+onde-ed = { version = "0.1.0", path = "crates/onde-ed" }
crates/onde-ed-tauri/Cargo.toml
new
+18
@@ -0,0 +1,18 @@
1
+[package]
2
+name = "onde-ed-tauri"
3
+description = "Tauri bindings for Ed: emits chat lifecycle and reply events to the webview."
4
+keywords = ["tauri", "llm", "ai", "agent", "on-device"]
5
+categories = ["api-bindings", "gui"]
6
+version.workspace = true
7
+edition.workspace = true
8
+rust-version.workspace = true
9
+license.workspace = true
10
+authors.workspace = true
11
+repository.workspace = true
12
+homepage.workspace = true
13
+
14
+[dependencies]
15
+onde-ed.workspace = true
16
+tauri.workspace = true
17
+serde.workspace = true
18
+log.workspace = true
crates/onde-ed-tauri/src/commands.rs
new
+62
@@ -0,0 +1,62 @@
1
+//! The commands a webview invokes.
2
+
3
+use onde_ed::{ChatMessage, ChatReply, Ed, EngineInfo};
4
+use tauri::State;
5
+
6
+use crate::sink::TauriSink;
7
+
8
+/// Managed state holding the agent.
9
+///
10
+/// Register one during `setup` with `app.manage(EdState::new(ed))`. Ed is
11
+/// deliberately not a global here: an application that switches accounts, or
12
+/// runs more than one window against separate engines, needs to control the
13
+/// lifetime, and a `static` takes that away.
14
+pub struct EdState {
15
+ ed: Ed<TauriSink>,
16
+}
17
+
18
+impl EdState {
19
+ pub fn new(ed: Ed<TauriSink>) -> Self {
20
+ Self { ed }
21
+ }
22
+
23
+ /// The agent, for commands the host defines itself — loading a model,
24
+ /// setting a system prompt, anything Ed exposes but this crate doesn't
25
+ /// wrap.
26
+ pub fn ed(&self) -> &Ed<TauriSink> {
27
+ &self.ed
28
+ }
29
+}
30
+
31
+/// Current status, loaded model, footprint, and history length.
32
+#[tauri::command]
33
+pub async fn chat_get_status(state: State<'_, EdState>) -> Result<EngineInfo, String> {
34
+ Ok(state.ed.info().await)
35
+}
36
+
37
+/// The conversation so far.
38
+#[tauri::command]
39
+pub async fn chat_get_history(state: State<'_, EdState>) -> Result<Vec<ChatMessage>, String> {
40
+ Ok(state.ed.history().await)
41
+}
42
+
43
+/// Clear the conversation, returning how many messages were dropped. The model
44
+/// stays loaded.
45
+#[tauri::command]
46
+pub async fn chat_clear_history(state: State<'_, EdState>) -> Result<usize, String> {
47
+ Ok(state.ed.clear_history().await)
48
+}
49
+
50
+/// Run one inference turn.
51
+///
52
+/// The reply is also emitted as [`EVENT_CHAT_REPLY`](crate::EVENT_CHAT_REPLY).
53
+/// Prefer listening for that over awaiting this call: on a slow model the
54
+/// webview can garbage-collect the invoke callback before generation
55
+/// finishes, and the answer is lost even though inference succeeded.
56
+#[tauri::command]
57
+pub async fn chat_send_message(
58
+ state: State<'_, EdState>,
59
+ message: String,
60
+) -> Result<ChatReply, String> {
61
+ Ok(state.ed.send(message).await)
62
+}
crates/onde-ed-tauri/src/events.rs
new
+26
@@ -0,0 +1,26 @@
1
+//! Event names and payloads emitted to the webview.
2
+
3
+use onde_ed::EngineStatus;
4
+use serde::{Deserialize, Serialize};
5
+
6
+/// Emitted whenever the engine's lifecycle status changes.
7
+///
8
+/// The name matches what the existing applications already emit, so adopting
9
+/// Ed needs no frontend change.
10
+pub const EVENT_CHAT_STATUS_CHANGED: &str = "chat_status_changed";
11
+
12
+/// Emitted once an inference turn completes, successfully or not.
13
+pub const EVENT_CHAT_REPLY: &str = "chat_reply";
14
+
15
+/// Payload for [`EVENT_CHAT_STATUS_CHANGED`].
16
+///
17
+/// `status` serialises to `"unloaded"`, `"loading"`, `"ready"`, `"generating"`,
18
+/// or `"error"` — [`EngineStatus`] is `#[serde(rename_all = "snake_case")]`,
19
+/// which is the same set of strings applications were previously declaring as
20
+/// their own constants.
21
+#[derive(Debug, Clone, Serialize, Deserialize)]
22
+pub struct ChatStatusPayload {
23
+ pub status: EngineStatus,
24
+ pub model_name: Option<String>,
25
+ pub error: Option<String>,
26
+}
crates/onde-ed-tauri/src/lib.rs
new
+62
@@ -0,0 +1,62 @@
1
+//! Tauri bindings for [Ed](onde_ed::Ed).
2
+//!
3
+//! Ed's core is framework-agnostic and reports through a
4
+//! [`StatusSink`](onde_ed::StatusSink). This crate is the Tauri implementation
5
+//! of that sink plus the commands a webview calls.
6
+//!
7
+//! # Wiring it up
8
+//!
9
+//! Build an [`Ed`](onde_ed::Ed) around a [`TauriSink`] and manage it during
10
+//! setup:
11
+//!
12
+//! ```no_run
13
+//! use onde_ed::Ed;
14
+//! use onde_ed_tauri::{EdState, TauriSink};
15
+//! use tauri::Manager;
16
+//!
17
+//! fn setup(app: &tauri::App) -> Result<(), Box<dyn std::error::Error>> {
18
+//! let ed = Ed::with_sink(TauriSink::new(app.handle().clone()));
19
+//! app.manage(EdState::new(ed));
20
+//! Ok(())
21
+//! }
22
+//! ```
23
+//!
24
+//! Then register the commands on the builder. This can't be a doc test — a
25
+//! library has no `tauri.conf.json` for `generate_context!` to read:
26
+//!
27
+//! ```text
28
+//! tauri::Builder::default()
29
+//! .setup(|app| setup(app))
30
+//! .invoke_handler(tauri::generate_handler![
31
+//! onde_ed_tauri::chat_get_status,
32
+//! onde_ed_tauri::chat_get_history,
33
+//! onde_ed_tauri::chat_clear_history,
34
+//! onde_ed_tauri::chat_send_message,
35
+//! ])
36
+//! .run(tauri::generate_context!())
37
+//! .expect("run");
38
+//! ```
39
+//!
40
+//! Loading a model is deliberately not a command here: which model, and from
41
+//! where, is an application decision. Call [`Ed::load`](onde_ed::Ed::load)
42
+//! from your own command or during setup.
43
+//!
44
+//! # Events
45
+//!
46
+//! Two events reach the webview, named exactly as the existing applications
47
+//! already emit them so a frontend needs no change:
48
+//!
49
+//! - [`EVENT_CHAT_STATUS_CHANGED`] with a [`ChatStatusPayload`]
50
+//! - [`EVENT_CHAT_REPLY`] with a [`ChatReply`](onde_ed::ChatReply)
51
+
52
+#![forbid(unsafe_code)]
53
+
54
+mod commands;
55
+mod events;
56
+mod sink;
57
+
58
+pub use commands::{
59
+ chat_clear_history, chat_get_history, chat_get_status, chat_send_message, EdState,
60
+};
61
+pub use events::{ChatStatusPayload, EVENT_CHAT_REPLY, EVENT_CHAT_STATUS_CHANGED};
62
+pub use sink::TauriSink;
crates/onde-ed-tauri/src/sink.rs
new
+42
@@ -0,0 +1,42 @@
1
+//! Bridges Ed's notifications onto Tauri's event bus.
2
+
3
+use log::warn;
4
+use onde_ed::{ChatReply, EngineStatus, StatusSink};
5
+use tauri::{AppHandle, Emitter};
6
+
7
+use crate::events::{ChatStatusPayload, EVENT_CHAT_REPLY, EVENT_CHAT_STATUS_CHANGED};
8
+
9
+/// A [`StatusSink`] that emits to the webview.
10
+///
11
+/// Emission failures are logged rather than propagated: a closing window
12
+/// dropping its listeners is normal, and an inference turn that already
13
+/// produced an answer shouldn't be reported as failed because nobody was
14
+/// listening.
15
+pub struct TauriSink {
16
+ app: AppHandle,
17
+}
18
+
19
+impl TauriSink {
20
+ pub fn new(app: AppHandle) -> Self {
21
+ Self { app }
22
+ }
23
+}
24
+
25
+impl StatusSink for TauriSink {
26
+ fn status_changed(&self, status: EngineStatus, model_name: Option<&str>, error: Option<&str>) {
27
+ let payload = ChatStatusPayload {
28
+ status,
29
+ model_name: model_name.map(str::to_owned),
30
+ error: error.map(str::to_owned),
31
+ };
32
+ if let Err(err) = self.app.emit(EVENT_CHAT_STATUS_CHANGED, payload) {
33
+ warn!("ed-tauri: could not emit {EVENT_CHAT_STATUS_CHANGED}: {err}");
34
+ }
35
+ }
36
+
37
+ fn replied(&self, reply: &ChatReply) {
38
+ if let Err(err) = self.app.emit(EVENT_CHAT_REPLY, reply) {
39
+ warn!("ed-tauri: could not emit {EVENT_CHAT_REPLY}: {err}");
40
+ }
41
+ }
42
+}
crates/onde-ed/Cargo.toml
new
+21
@@ -0,0 +1,21 @@
1
+[package]
2
+name = "onde-ed"
3
+description = "Embeddable local-LLM-first chat agent: engine lifecycle, history, and status over the Onde inference SDK."
4
+keywords = ["llm", "ai", "agent", "local", "on-device"]
5
+categories = ["api-bindings", "asynchronous"]
6
+readme = "README.md"
7
+version.workspace = true
8
+edition.workspace = true
9
+rust-version.workspace = true
10
+license.workspace = true
11
+authors.workspace = true
12
+repository.workspace = true
13
+homepage.workspace = true
14
+
15
+[dependencies]
16
+onde.workspace = true
17
+serde.workspace = true
18
+log.workspace = true
19
+
20
+[dev-dependencies]
21
+tokio = { version = "1", features = ["macros", "rt", "sync"] }
crates/onde-ed/README.md
new
+48
@@ -0,0 +1,48 @@
1
+# onde-ed
2
+
3
+Embed Ed, a local-LLM-first AI agent, into your application.
4
+
5
+Ed sits one layer above the [`onde`](https://crates.io/crates/onde) inference
6
+SDK. `onde` gives you an engine to load a model into and send messages to; Ed
7
+adds the part every application built on it was writing for itself.
8
+
9
+- **Lifecycle orchestration.** Loading a model is a sequence of state changes,
10
+ not one call. Ed drives `Loading -> Ready` (or `-> Error`) and reports each
11
+ transition.
12
+- **Notification.** `onde` exposes status by polling. A UI needs to be told. Ed
13
+ pushes transitions and replies to a `StatusSink` you implement.
14
+- **A flattened reply.** Inference returns `Result<InferenceResult, _>`; a
15
+ frontend wants one shape covering both outcomes. That's `ChatReply`.
16
+
17
+Ed deliberately does not own sessions, persistence, model catalogues, or
18
+downloads. Those differ per application and belong to you.
19
+
20
+## Usage
21
+
22
+```rust
23
+use onde_ed::{Ed, GgufModelConfig};
24
+
25
+let ed = Ed::new();
26
+ed.load(GgufModelConfig::qwen25_1_5b(), None, None).await?;
27
+
28
+let reply = ed.send("Summarise this thread.").await;
29
+println!("{}", reply.reply.unwrap_or_default());
30
+```
31
+
32
+To hear about state changes, implement `StatusSink` and construct with
33
+`Ed::with_sink`. For Tauri applications, `onde-ed-tauri` provides that
34
+implementation plus the commands a webview invokes.
35
+
36
+## Platforms
37
+
38
+Ed has no `cfg(target_os)` gates. `onde` already splits real and fallback
39
+implementations internally, so this crate compiles everywhere and surfaces
40
+`onde`'s error on a platform it can't run inference on.
41
+
42
+Be careful adding platform gates in a host: a gate narrower than `onde`'s own
43
+support list silently disables chat on a platform that would have worked.
44
+
45
+## Copyright
46
+
47
+© 2026 [Splitfire AB](https://5mb.app) ([Onde Inference](https://ondeinference.com)).
48
+Licensed under Apache-2.0.
crates/onde-ed/src/ed.rs
new
+237
@@ -0,0 +1,237 @@
1
+//! The agent handle.
2
+
3
+use std::time::Duration;
4
+
5
+use log::{error, info};
6
+use onde::inference::types::{format_duration, ChatMessage};
7
+use onde::inference::{
8
+ ChatEngine, EngineInfo, EngineStatus, GgufModelConfig, InferenceError, SamplingConfig,
9
+};
10
+
11
+use crate::{ChatReply, NoopSink, StatusSink};
12
+
13
+/// An embeddable chat agent over a single [`ChatEngine`].
14
+///
15
+/// Hold one per application. Ed is `Send + Sync` and every method takes
16
+/// `&self`, so it can live behind a `OnceLock`, a framework's managed state,
17
+/// or an `Arc` — whichever the host prefers. It is not cloneable by design:
18
+/// one Ed owns one engine owns one loaded model, and copying that handle
19
+/// around tends to mean two parts of an app disagree about which model is up.
20
+pub struct Ed<S = NoopSink> {
21
+ engine: ChatEngine,
22
+ sink: S,
23
+}
24
+
25
+impl Ed<NoopSink> {
26
+ /// An agent that reports nothing. Poll [`info`](Ed::info) for state.
27
+ pub fn new() -> Self {
28
+ Self::with_sink(NoopSink)
29
+ }
30
+}
31
+
32
+impl Default for Ed<NoopSink> {
33
+ fn default() -> Self {
34
+ Self::new()
35
+ }
36
+}
37
+
38
+impl<S: StatusSink> Ed<S> {
39
+ /// An agent that reports transitions and replies to `sink`.
40
+ pub fn with_sink(sink: S) -> Self {
41
+ Self {
42
+ engine: ChatEngine::new(),
43
+ sink,
44
+ }
45
+ }
46
+
47
+ /// Associate telemetry with an Onde app id. See [`ChatEngine::with_app_id`].
48
+ pub fn with_app_id(sink: S, onde_app_id: Option<String>) -> Self {
49
+ Self {
50
+ engine: ChatEngine::with_app_id(onde_app_id),
51
+ sink,
52
+ }
53
+ }
54
+
55
+ /// The underlying engine.
56
+ ///
57
+ /// An escape hatch for the parts of `onde` Ed deliberately doesn't wrap —
58
+ /// system prompts, alternative load paths, tool calling. Reach for it when
59
+ /// you need them; anything you find yourself writing here for a second
60
+ /// application is a candidate to move into Ed.
61
+ pub fn engine(&self) -> &ChatEngine {
62
+ &self.engine
63
+ }
64
+
65
+ /// Load a GGUF model, reporting each transition.
66
+ ///
67
+ /// Emits [`EngineStatus::Loading`] before starting and then either
68
+ /// [`Ready`](EngineStatus::Ready) or [`Error`](EngineStatus::Error). That
69
+ /// sequence is the whole reason this method exists: calling
70
+ /// [`ChatEngine::load_gguf_model`] directly leaves the UI with no way to
71
+ /// know a multi-minute download has begun.
72
+ ///
73
+ /// Downloads the weights first if they aren't in the local cache, so the
74
+ /// `Loading` state can last a long time on a cold start.
75
+ pub async fn load(
76
+ &self,
77
+ config: GgufModelConfig,
78
+ system_prompt: Option<String>,
79
+ sampling: Option<SamplingConfig>,
80
+ ) -> Result<Duration, InferenceError> {
81
+ let model_name = config.display_name.clone();
82
+ info!("ed: loading model {model_name}");
83
+ self.sink
84
+ .status_changed(EngineStatus::Loading, Some(&model_name), None);
85
+
86
+ match self
87
+ .engine
88
+ .load_gguf_model(config, system_prompt, sampling)
89
+ .await
90
+ {
91
+ Ok(elapsed) => {
92
+ info!("ed: loaded {model_name} in {}", format_duration(elapsed));
93
+ self.sink
94
+ .status_changed(EngineStatus::Ready, Some(&model_name), None);
95
+ Ok(elapsed)
96
+ }
97
+ Err(err) => {
98
+ error!("ed: failed to load {model_name}: {err}");
99
+ let message = err.to_string();
100
+ self.sink
101
+ .status_changed(EngineStatus::Error, Some(&model_name), Some(&message));
102
+ Err(err)
103
+ }
104
+ }
105
+ }
106
+
107
+ /// Unload the current model, returning its display name if one was loaded.
108
+ pub async fn unload(&self) -> Option<String> {
109
+ let unloaded = self.engine.unload_model().await;
110
+ if let Some(name) = &unloaded {
111
+ info!("ed: unloaded {name}");
112
+ }
113
+ self.sink
114
+ .status_changed(EngineStatus::Unloaded, unloaded.as_deref(), None);
115
+ unloaded
116
+ }
117
+
118
+ /// Run one inference turn.
119
+ ///
120
+ /// Never returns an error: a failure is reported in
121
+ /// [`ChatReply::error`] so a caller has one shape to render either way.
122
+ /// The reply also goes to the sink, so a host can render it from an event
123
+ /// instead of awaiting this call — see [`StatusSink::replied`].
124
+ pub async fn send(&self, message: impl Into<String>) -> ChatReply {
125
+ let reply = match self.engine.send_message(message).await {
126
+ Ok(result) => ChatReply::ok(result.text, result.duration_display),
127
+ Err(err) => {
128
+ error!("ed: inference failed: {err}");
129
+ ChatReply::failed(err)
130
+ }
131
+ };
132
+ self.sink.replied(&reply);
133
+ reply
134
+ }
135
+
136
+ /// Current status, loaded model, footprint, and history length.
137
+ pub async fn info(&self) -> EngineInfo {
138
+ self.engine.info().await
139
+ }
140
+
141
+ /// Whether a model is loaded and ready.
142
+ pub async fn is_loaded(&self) -> bool {
143
+ self.engine.is_loaded().await
144
+ }
145
+
146
+ /// The conversation so far.
147
+ pub async fn history(&self) -> Vec<ChatMessage> {
148
+ self.engine.history().await
149
+ }
150
+
151
+ /// Clear the conversation, returning how many messages were dropped.
152
+ ///
153
+ /// Leaves the model loaded — this starts a new conversation, it doesn't
154
+ /// tear down the engine.
155
+ pub async fn clear_history(&self) -> usize {
156
+ let cleared = self.engine.clear_history().await;
157
+ info!("ed: cleared {cleared} messages");
158
+ cleared
159
+ }
160
+}
161
+
162
+#[cfg(test)]
163
+mod tests {
164
+ use std::sync::Mutex;
165
+
166
+ use super::*;
167
+
168
+ /// Records everything Ed reports, so a test can assert on the sequence of
169
+ /// transitions rather than only the final state.
170
+ #[derive(Default)]
171
+ struct RecordingSink {
172
+ statuses: Mutex<Vec<(EngineStatus, Option<String>)>>,
173
+ replies: Mutex<Vec<ChatReply>>,
174
+ }
175
+
176
+ impl RecordingSink {
177
+ fn statuses(&self) -> Vec<(EngineStatus, Option<String>)> {
178
+ self.statuses.lock().unwrap().clone()
179
+ }
180
+ }
181
+
182
+ impl StatusSink for &'static RecordingSink {
183
+ fn status_changed(&self, status: EngineStatus, model_name: Option<&str>, _: Option<&str>) {
184
+ self.statuses
185
+ .lock()
186
+ .unwrap()
187
+ .push((status, model_name.map(str::to_owned)));
188
+ }
189
+
190
+ fn replied(&self, reply: &ChatReply) {
191
+ self.replies.lock().unwrap().push(reply.clone());
192
+ }
193
+ }
194
+
195
+ fn sink() -> &'static RecordingSink {
196
+ Box::leak(Box::new(RecordingSink::default()))
197
+ }
198
+
199
+ #[tokio::test]
200
+ async fn a_fresh_agent_reports_itself_unloaded_and_empty() {
201
+ let ed = Ed::new();
202
+ let info = ed.info().await;
203
+
204
+ assert_eq!(info.status, EngineStatus::Unloaded);
205
+ assert_eq!(info.model_name, None);
206
+ assert_eq!(info.history_length, 0);
207
+ assert!(!ed.is_loaded().await);
208
+ assert!(ed.history().await.is_empty());
209
+ }
210
+
211
+ #[tokio::test]
212
+ async fn unloading_reports_the_transition_even_with_nothing_loaded() {
213
+ // The status still has to reach the host: a UI that asked to unload
214
+ // needs to see `Unloaded` regardless of whether work was done, or the
215
+ // view sits on a stale "ready" forever.
216
+ let sink = sink();
217
+ let ed = Ed::with_sink(sink);
218
+
219
+ assert_eq!(ed.unload().await, None);
220
+ assert_eq!(sink.statuses(), vec![(EngineStatus::Unloaded, None)]);
221
+ }
222
+
223
+ #[tokio::test]
224
+ async fn clearing_an_empty_history_drops_nothing() {
225
+ let ed = Ed::new();
226
+ assert_eq!(ed.clear_history().await, 0);
227
+ }
228
+
229
+ #[tokio::test]
230
+ async fn the_default_sink_swallows_reports_without_panicking() {
231
+ // `Ed::new()` is the no-sink path; exercising it guards against a
232
+ // future notification being added that assumes a real sink exists.
233
+ let ed = Ed::default();
234
+ ed.unload().await;
235
+ assert_eq!(ed.info().await.status, EngineStatus::Unloaded);
236
+ }
237
+}
crates/onde-ed/src/lib.rs
new
+59
@@ -0,0 +1,59 @@
1
+//! Ed: an embeddable, local-LLM-first chat agent.
2
+//!
3
+//! Ed sits one layer above the [`onde`] inference SDK. `onde` gives you a
4
+//! [`ChatEngine`](onde::inference::ChatEngine) you can load a model into and
5
+//! send messages to; Ed adds the part every application built on it was
6
+//! writing for itself:
7
+//!
8
+//! - **Lifecycle orchestration.** Loading a model is a sequence of state
9
+//! changes, not one call. Ed drives `Loading -> Ready` (or `-> Error`) and
10
+//! reports each transition.
11
+//! - **Notification.** `onde` exposes status by polling
12
+//! [`info()`](onde::inference::ChatEngine::info). A UI needs to be told.
13
+//! Ed pushes transitions and replies to a [`StatusSink`] the host implements.
14
+//! - **A flattened reply.** Inference returns `Result<InferenceResult, _>`;
15
+//! a frontend wants one shape covering both outcomes. That's [`ChatReply`].
16
+//!
17
+//! Ed deliberately does *not* own sessions, persistence, model catalogues, or
18
+//! downloads. Those differ per application and belong to the host.
19
+//!
20
+//! # Platforms
21
+//!
22
+//! Ed has no `cfg(target_os)` gates. `onde` already splits real and fallback
23
+//! implementations internally, so this crate compiles everywhere and simply
24
+//! surfaces `onde`'s error on a platform it can't run inference on. Do not add
25
+//! platform gates here, and be careful about adding them in a host: a gate
26
+//! narrower than `onde`'s own support list silently disables chat on a
27
+//! platform that would have worked.
28
+//!
29
+//! # Example
30
+//!
31
+//! ```no_run
32
+//! use onde_ed::{Ed, GgufModelConfig};
33
+//!
34
+//! # async fn example() {
35
+//! let ed = Ed::new();
36
+//! let config = GgufModelConfig::qwen25_1_5b();
37
+//! ed.load(config, None, None).await.expect("load");
38
+//!
39
+//! let reply = ed.send("Summarise this thread.").await;
40
+//! println!("{}", reply.reply.unwrap_or_default());
41
+//! # }
42
+//! ```
43
+
44
+#![forbid(unsafe_code)]
45
+
46
+mod ed;
47
+mod reply;
48
+mod sink;
49
+
50
+pub use ed::Ed;
51
+pub use reply::ChatReply;
52
+pub use sink::{NoopSink, StatusSink};
53
+
54
+// Re-exported so a host depends on `onde-ed` alone and never has to match a
55
+// second `onde` version against this crate's.
56
+pub use onde::inference::types::ChatMessage;
57
+pub use onde::inference::{
58
+ ChatEngine, EngineInfo, EngineStatus, GgufModelConfig, InferenceError, SamplingConfig,
59
+};
crates/onde-ed/src/reply.rs
new
+44
@@ -0,0 +1,44 @@
1
+//! The flattened result of one inference turn.
2
+
3
+use serde::{Deserialize, Serialize};
4
+
5
+/// The outcome of a single [`Ed::send`](crate::Ed::send), in one shape whether
6
+/// it succeeded or failed.
7
+///
8
+/// Inference returns `Result<InferenceResult, InferenceError>`, but a frontend
9
+/// receiving this over an event boundary wants a single payload it can render
10
+/// either way. Every application built on `onde` was flattening it the same
11
+/// way, so Ed does it once. `reply` and `error` are mutually exclusive:
12
+/// exactly one is `Some`.
13
+#[derive(Debug, Clone, Serialize, Deserialize)]
14
+pub struct ChatReply {
15
+ /// The assistant's text, or `None` if inference failed.
16
+ pub reply: Option<String>,
17
+ /// Human-readable generation time (e.g. `"1.4s"`), or `None` on failure.
18
+ pub duration: Option<String>,
19
+ /// Why inference failed, or `None` on success.
20
+ pub error: Option<String>,
21
+}
22
+
23
+impl ChatReply {
24
+ pub(crate) fn ok(reply: String, duration: String) -> Self {
25
+ Self {
26
+ reply: Some(reply),
27
+ duration: Some(duration),
28
+ error: None,
29
+ }
30
+ }
31
+
32
+ pub(crate) fn failed(error: impl std::fmt::Display) -> Self {
33
+ Self {
34
+ reply: None,
35
+ duration: None,
36
+ error: Some(error.to_string()),
37
+ }
38
+ }
39
+
40
+ /// Whether this turn produced an answer.
41
+ pub fn is_ok(&self) -> bool {
42
+ self.reply.is_some()
43
+ }
44
+}
crates/onde-ed/src/sink.rs
new
+46
@@ -0,0 +1,46 @@
1
+//! Where Ed reports what just happened.
2
+
3
+use onde::inference::EngineStatus;
4
+
5
+use crate::ChatReply;
6
+
7
+/// Receives lifecycle transitions and completed replies.
8
+///
9
+/// `onde` reports status by polling
10
+/// [`info()`](onde::inference::ChatEngine::info), which is the wrong shape for
11
+/// a UI: nothing tells the view that a load finished, so hosts end up either
12
+/// timing a poll loop or threading their own event emission through every call
13
+/// site. Ed pushes instead, and a host implements this once to bridge into
14
+/// whatever its UI listens on.
15
+///
16
+/// Both methods are synchronous and should stay cheap — they are called while
17
+/// Ed is mid-operation. Hand off to a channel or an event bus rather than
18
+/// blocking. Implementations must be `Send + Sync` because a load or a send
19
+/// may be driven from any task.
20
+pub trait StatusSink: Send + Sync + 'static {
21
+ /// The engine moved to a new lifecycle state.
22
+ ///
23
+ /// `model_name` is the model involved where one is known, and `error`
24
+ /// carries the reason when `status` is [`EngineStatus::Error`].
25
+ fn status_changed(&self, status: EngineStatus, model_name: Option<&str>, error: Option<&str>);
26
+
27
+ /// An inference turn finished, successfully or not.
28
+ ///
29
+ /// Delivered as a notification rather than only as a return value because
30
+ /// inference is slow: a host that awaits the call from a UI callback can
31
+ /// have that callback collected before it resolves. Emitting lets the view
32
+ /// pick the result up independently.
33
+ fn replied(&self, reply: &ChatReply);
34
+}
35
+
36
+/// A [`StatusSink`] that drops everything.
37
+///
38
+/// The default for [`Ed::new`](crate::Ed::new), and what you want in tests or
39
+/// a host that only ever polls [`Ed::info`](crate::Ed::info).
40
+#[derive(Debug, Clone, Copy, Default)]
41
+pub struct NoopSink;
42
+
43
+impl StatusSink for NoopSink {
44
+ fn status_changed(&self, _: EngineStatus, _: Option<&str>, _: Option<&str>) {}
45
+ fn replied(&self, _: &ChatReply) {}
46
+}