assistant: Add Mistral support (#24879)

Closes #12519.

Release Notes:

- Added support for Mistral to the Assistant.

---------

Co-authored-by: Marshall Bowers <git@maxdeviant.com>
This commit is contained in:
Shidfar Hodizoda 2025-02-14 19:07:41 +01:00 committed by GitHub
parent 5c5caf1ffe
commit 7ee492746d
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GPG key ID: B5690EEEBB952194
15 changed files with 1034 additions and 0 deletions

15
Cargo.lock generated
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@ -6965,6 +6965,7 @@ dependencies = [
"image",
"lmstudio",
"log",
"mistral",
"ollama",
"open_ai",
"parking_lot",
@ -7012,6 +7013,7 @@ dependencies = [
"language_model",
"lmstudio",
"menu",
"mistral",
"ollama",
"open_ai",
"project",
@ -7973,6 +7975,19 @@ dependencies = [
"windows-sys 0.48.0",
]
[[package]]
name = "mistral"
version = "0.1.0"
dependencies = [
"anyhow",
"futures 0.3.31",
"http_client",
"schemars",
"serde",
"serde_json",
"strum",
]
[[package]]
name = "msvc_spectre_libs"
version = "0.1.2"

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@ -84,6 +84,7 @@ members = [
"crates/media",
"crates/menu",
"crates/migrator",
"crates/mistral",
"crates/multi_buffer",
"crates/node_runtime",
"crates/notifications",
@ -283,6 +284,7 @@ markdown_preview = { path = "crates/markdown_preview" }
media = { path = "crates/media" }
menu = { path = "crates/menu" }
migrator = { path = "crates/migrator" }
mistral = { path = "crates/mistral" }
multi_buffer = { path = "crates/multi_buffer" }
node_runtime = { path = "crates/node_runtime" }
notifications = { path = "crates/notifications" }

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@ -0,0 +1 @@
<svg fill="currentColor" fill-rule="evenodd" height="1em" style="flex:none;line-height:1" viewBox="0 0 24 24" width="1em" xmlns="http://www.w3.org/2000/svg"><title>Mistral</title><g><path d="M15 6v4h-2V6h2zm4-4v4h-2V2h2zM3 2H1h2zM1 2h2v20H1V2zm8 12h2v4H9v-4zm8 0h2v8h-2v-8z"></path><path d="M19 2h4v4h-4V2zM3 2h4v4H3V2z" opacity=".4"></path><path d="M15 10V6h8v4h-8zM3 10V6h8v4H3z" opacity=".5"></path><path d="M3 14v-4h20v4z" opacity=".6"></path><path d="M11 14h4v4h-4v-4zm8 0h4v4h-4v-4zM3 14h4v4H3v-4z" opacity=".7"></path><path d="M19 18h4v4h-4v-4zM3 18h4v4H3v-4z" opacity=".8"></path></g></svg>

After

Width:  |  Height:  |  Size: 598 B

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@ -1193,6 +1193,9 @@
},
"deepseek": {
"api_url": "https://api.deepseek.com"
},
"mistral": {
"api_url": "https://api.mistral.ai/v1"
}
},
// Zed's Prettier integration settings.

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@ -28,6 +28,7 @@ http_client.workspace = true
image.workspace = true
lmstudio = { workspace = true, features = ["schemars"] }
log.workspace = true
mistral = { workspace = true, features = ["schemars"] }
ollama = { workspace = true, features = ["schemars"] }
open_ai = { workspace = true, features = ["schemars"] }
parking_lot.workspace = true

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@ -269,6 +269,47 @@ impl LanguageModelRequest {
}
}
pub fn into_mistral(self, model: String, max_output_tokens: Option<u32>) -> mistral::Request {
let len = self.messages.len();
let merged_messages =
self.messages
.into_iter()
.fold(Vec::with_capacity(len), |mut acc, msg| {
let role = msg.role;
let content = msg.string_contents();
acc.push(match role {
Role::User => mistral::RequestMessage::User { content },
Role::Assistant => mistral::RequestMessage::Assistant {
content: Some(content),
tool_calls: Vec::new(),
},
Role::System => mistral::RequestMessage::System { content },
});
acc
});
mistral::Request {
model,
messages: merged_messages,
stream: true,
max_tokens: max_output_tokens,
temperature: self.temperature,
response_format: None,
tools: self
.tools
.into_iter()
.map(|tool| mistral::ToolDefinition::Function {
function: mistral::FunctionDefinition {
name: tool.name,
description: Some(tool.description),
parameters: Some(tool.input_schema),
},
})
.collect(),
}
}
pub fn into_google(self, model: String) -> google_ai::GenerateContentRequest {
google_ai::GenerateContentRequest {
model,

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@ -28,6 +28,7 @@ http_client.workspace = true
language_model.workspace = true
lmstudio = { workspace = true, features = ["schemars"] }
menu.workspace = true
mistral = { workspace = true, features = ["schemars"] }
ollama = { workspace = true, features = ["schemars"] }
open_ai = { workspace = true, features = ["schemars"] }
project.workspace = true

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@ -17,6 +17,7 @@ pub use crate::provider::cloud::RefreshLlmTokenListener;
use crate::provider::copilot_chat::CopilotChatLanguageModelProvider;
use crate::provider::google::GoogleLanguageModelProvider;
use crate::provider::lmstudio::LmStudioLanguageModelProvider;
use crate::provider::mistral::MistralLanguageModelProvider;
use crate::provider::ollama::OllamaLanguageModelProvider;
use crate::provider::open_ai::OpenAiLanguageModelProvider;
pub use crate::settings::*;
@ -64,6 +65,10 @@ fn register_language_model_providers(
GoogleLanguageModelProvider::new(client.http_client(), cx),
cx,
);
registry.register_provider(
MistralLanguageModelProvider::new(client.http_client(), cx),
cx,
);
registry.register_provider(CopilotChatLanguageModelProvider::new(cx), cx);
cx.observe_flag::<feature_flags::LanguageModels, _>(move |enabled, cx| {

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@ -4,5 +4,6 @@ pub mod copilot_chat;
pub mod deepseek;
pub mod google;
pub mod lmstudio;
pub mod mistral;
pub mod ollama;
pub mod open_ai;

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@ -0,0 +1,573 @@
use anyhow::{anyhow, Result};
use collections::BTreeMap;
use editor::{Editor, EditorElement, EditorStyle};
use futures::{future::BoxFuture, FutureExt, StreamExt};
use gpui::{
AnyView, App, AsyncApp, Context, Entity, FontStyle, Subscription, Task, TextStyle, WhiteSpace,
};
use http_client::HttpClient;
use language_model::{
LanguageModel, LanguageModelCompletionEvent, LanguageModelId, LanguageModelName,
LanguageModelProvider, LanguageModelProviderId, LanguageModelProviderName,
LanguageModelProviderState, LanguageModelRequest, RateLimiter, Role,
};
use futures::stream::BoxStream;
use schemars::JsonSchema;
use serde::{Deserialize, Serialize};
use settings::{Settings, SettingsStore};
use std::sync::Arc;
use strum::IntoEnumIterator;
use theme::ThemeSettings;
use ui::{prelude::*, Icon, IconName, Tooltip};
use util::ResultExt;
use crate::AllLanguageModelSettings;
const PROVIDER_ID: &str = "mistral";
const PROVIDER_NAME: &str = "Mistral";
#[derive(Default, Clone, Debug, PartialEq)]
pub struct MistralSettings {
pub api_url: String,
pub available_models: Vec<AvailableModel>,
pub needs_setting_migration: bool,
}
#[derive(Clone, Debug, PartialEq, Serialize, Deserialize, JsonSchema)]
pub struct AvailableModel {
pub name: String,
pub display_name: Option<String>,
pub max_tokens: usize,
pub max_output_tokens: Option<u32>,
pub max_completion_tokens: Option<u32>,
}
pub struct MistralLanguageModelProvider {
http_client: Arc<dyn HttpClient>,
state: gpui::Entity<State>,
}
pub struct State {
api_key: Option<String>,
api_key_from_env: bool,
_subscription: Subscription,
}
const MISTRAL_API_KEY_VAR: &str = "MISTRAL_API_KEY";
impl State {
fn is_authenticated(&self) -> bool {
self.api_key.is_some()
}
fn reset_api_key(&self, cx: &mut Context<Self>) -> Task<Result<()>> {
let settings = &AllLanguageModelSettings::get_global(cx).mistral;
let delete_credentials = cx.delete_credentials(&settings.api_url);
cx.spawn(|this, mut cx| async move {
delete_credentials.await.log_err();
this.update(&mut cx, |this, cx| {
this.api_key = None;
this.api_key_from_env = false;
cx.notify();
})
})
}
fn set_api_key(&mut self, api_key: String, cx: &mut Context<Self>) -> Task<Result<()>> {
let settings = &AllLanguageModelSettings::get_global(cx).mistral;
let write_credentials =
cx.write_credentials(&settings.api_url, "Bearer", api_key.as_bytes());
cx.spawn(|this, mut cx| async move {
write_credentials.await?;
this.update(&mut cx, |this, cx| {
this.api_key = Some(api_key);
cx.notify();
})
})
}
fn authenticate(&self, cx: &mut Context<Self>) -> Task<Result<()>> {
if self.is_authenticated() {
Task::ready(Ok(()))
} else {
let api_url = AllLanguageModelSettings::get_global(cx)
.mistral
.api_url
.clone();
cx.spawn(|this, mut cx| async move {
let (api_key, from_env) = if let Ok(api_key) = std::env::var(MISTRAL_API_KEY_VAR) {
(api_key, true)
} else {
let (_, api_key) = cx
.update(|cx| cx.read_credentials(&api_url))?
.await?
.ok_or_else(|| anyhow!("credentials not found"))?;
(String::from_utf8(api_key)?, false)
};
this.update(&mut cx, |this, cx| {
this.api_key = Some(api_key);
this.api_key_from_env = from_env;
cx.notify();
})
})
}
}
}
impl MistralLanguageModelProvider {
pub fn new(http_client: Arc<dyn HttpClient>, cx: &mut App) -> Self {
let state = cx.new(|cx| State {
api_key: None,
api_key_from_env: false,
_subscription: cx.observe_global::<SettingsStore>(|_this: &mut State, cx| {
cx.notify();
}),
});
Self { http_client, state }
}
}
impl LanguageModelProviderState for MistralLanguageModelProvider {
type ObservableEntity = State;
fn observable_entity(&self) -> Option<gpui::Entity<Self::ObservableEntity>> {
Some(self.state.clone())
}
}
impl LanguageModelProvider for MistralLanguageModelProvider {
fn id(&self) -> LanguageModelProviderId {
LanguageModelProviderId(PROVIDER_ID.into())
}
fn name(&self) -> LanguageModelProviderName {
LanguageModelProviderName(PROVIDER_NAME.into())
}
fn icon(&self) -> IconName {
IconName::AiMistral
}
fn provided_models(&self, cx: &App) -> Vec<Arc<dyn LanguageModel>> {
let mut models = BTreeMap::default();
// Add base models from mistral::Model::iter()
for model in mistral::Model::iter() {
if !matches!(model, mistral::Model::Custom { .. }) {
models.insert(model.id().to_string(), model);
}
}
// Override with available models from settings
for model in &AllLanguageModelSettings::get_global(cx)
.mistral
.available_models
{
models.insert(
model.name.clone(),
mistral::Model::Custom {
name: model.name.clone(),
display_name: model.display_name.clone(),
max_tokens: model.max_tokens,
max_output_tokens: model.max_output_tokens,
max_completion_tokens: model.max_completion_tokens,
},
);
}
models
.into_values()
.map(|model| {
Arc::new(MistralLanguageModel {
id: LanguageModelId::from(model.id().to_string()),
model,
state: self.state.clone(),
http_client: self.http_client.clone(),
request_limiter: RateLimiter::new(4),
}) as Arc<dyn LanguageModel>
})
.collect()
}
fn is_authenticated(&self, cx: &App) -> bool {
self.state.read(cx).is_authenticated()
}
fn authenticate(&self, cx: &mut App) -> Task<Result<()>> {
self.state.update(cx, |state, cx| state.authenticate(cx))
}
fn configuration_view(&self, window: &mut Window, cx: &mut App) -> AnyView {
cx.new(|cx| ConfigurationView::new(self.state.clone(), window, cx))
.into()
}
fn reset_credentials(&self, cx: &mut App) -> Task<Result<()>> {
self.state.update(cx, |state, cx| state.reset_api_key(cx))
}
}
pub struct MistralLanguageModel {
id: LanguageModelId,
model: mistral::Model,
state: gpui::Entity<State>,
http_client: Arc<dyn HttpClient>,
request_limiter: RateLimiter,
}
impl MistralLanguageModel {
fn stream_completion(
&self,
request: mistral::Request,
cx: &AsyncApp,
) -> BoxFuture<
'static,
Result<futures::stream::BoxStream<'static, Result<mistral::StreamResponse>>>,
> {
let http_client = self.http_client.clone();
let Ok((api_key, api_url)) = cx.read_entity(&self.state, |state, cx| {
let settings = &AllLanguageModelSettings::get_global(cx).mistral;
(state.api_key.clone(), settings.api_url.clone())
}) else {
return futures::future::ready(Err(anyhow!("App state dropped"))).boxed();
};
let future = self.request_limiter.stream(async move {
let api_key = api_key.ok_or_else(|| anyhow!("Missing Mistral API Key"))?;
let request =
mistral::stream_completion(http_client.as_ref(), &api_url, &api_key, request);
let response = request.await?;
Ok(response)
});
async move { Ok(future.await?.boxed()) }.boxed()
}
}
impl LanguageModel for MistralLanguageModel {
fn id(&self) -> LanguageModelId {
self.id.clone()
}
fn name(&self) -> LanguageModelName {
LanguageModelName::from(self.model.display_name().to_string())
}
fn provider_id(&self) -> LanguageModelProviderId {
LanguageModelProviderId(PROVIDER_ID.into())
}
fn provider_name(&self) -> LanguageModelProviderName {
LanguageModelProviderName(PROVIDER_NAME.into())
}
fn telemetry_id(&self) -> String {
format!("mistral/{}", self.model.id())
}
fn max_token_count(&self) -> usize {
self.model.max_token_count()
}
fn max_output_tokens(&self) -> Option<u32> {
self.model.max_output_tokens()
}
fn count_tokens(
&self,
request: LanguageModelRequest,
cx: &App,
) -> BoxFuture<'static, Result<usize>> {
cx.background_executor()
.spawn(async move {
let messages = request
.messages
.into_iter()
.map(|message| tiktoken_rs::ChatCompletionRequestMessage {
role: match message.role {
Role::User => "user".into(),
Role::Assistant => "assistant".into(),
Role::System => "system".into(),
},
content: Some(message.string_contents()),
name: None,
function_call: None,
})
.collect::<Vec<_>>();
tiktoken_rs::num_tokens_from_messages("gpt-4", &messages)
})
.boxed()
}
fn stream_completion(
&self,
request: LanguageModelRequest,
cx: &AsyncApp,
) -> BoxFuture<'static, Result<BoxStream<'static, Result<LanguageModelCompletionEvent>>>> {
let request = request.into_mistral(self.model.id().to_string(), self.max_output_tokens());
let stream = self.stream_completion(request, cx);
async move {
let stream = stream.await?;
Ok(stream
.map(|result| {
result.and_then(|response| {
response
.choices
.first()
.ok_or_else(|| anyhow!("Empty response"))
.map(|choice| {
choice
.delta
.content
.clone()
.unwrap_or_default()
.map(LanguageModelCompletionEvent::Text)
})
})
})
.boxed())
}
.boxed()
}
fn use_any_tool(
&self,
request: LanguageModelRequest,
tool_name: String,
tool_description: String,
schema: serde_json::Value,
cx: &AsyncApp,
) -> BoxFuture<'static, Result<futures::stream::BoxStream<'static, Result<String>>>> {
let mut request = request.into_mistral(self.model.id().into(), self.max_output_tokens());
request.tools = vec![mistral::ToolDefinition::Function {
function: mistral::FunctionDefinition {
name: tool_name.clone(),
description: Some(tool_description),
parameters: Some(schema),
},
}];
let response = self.stream_completion(request, cx);
self.request_limiter
.run(async move {
let stream = response.await?;
let tool_args_stream = stream
.filter_map(move |response| async move {
match response {
Ok(response) => {
for choice in response.choices {
if let Some(tool_calls) = choice.delta.tool_calls {
for tool_call in tool_calls {
if let Some(function) = tool_call.function {
if let Some(args) = function.arguments {
return Some(Ok(args));
}
}
}
}
}
None
}
Err(e) => Some(Err(e)),
}
})
.boxed();
Ok(tool_args_stream)
})
.boxed()
}
}
struct ConfigurationView {
api_key_editor: Entity<Editor>,
state: gpui::Entity<State>,
load_credentials_task: Option<Task<()>>,
}
impl ConfigurationView {
fn new(state: gpui::Entity<State>, window: &mut Window, cx: &mut Context<Self>) -> Self {
let api_key_editor = cx.new(|cx| {
let mut editor = Editor::single_line(window, cx);
editor.set_placeholder_text("0aBCDEFGhIjKLmNOpqrSTUVwxyzabCDE1f2", cx);
editor
});
cx.observe(&state, |_, _, cx| {
cx.notify();
})
.detach();
let load_credentials_task = Some(cx.spawn_in(window, {
let state = state.clone();
|this, mut cx| async move {
if let Some(task) = state
.update(&mut cx, |state, cx| state.authenticate(cx))
.log_err()
{
// We don't log an error, because "not signed in" is also an error.
let _ = task.await;
}
this.update(&mut cx, |this, cx| {
this.load_credentials_task = None;
cx.notify();
})
.log_err();
}
}));
Self {
api_key_editor,
state,
load_credentials_task,
}
}
fn save_api_key(&mut self, _: &menu::Confirm, window: &mut Window, cx: &mut Context<Self>) {
let api_key = self.api_key_editor.read(cx).text(cx);
if api_key.is_empty() {
return;
}
let state = self.state.clone();
cx.spawn_in(window, |_, mut cx| async move {
state
.update(&mut cx, |state, cx| state.set_api_key(api_key, cx))?
.await
})
.detach_and_log_err(cx);
cx.notify();
}
fn reset_api_key(&mut self, window: &mut Window, cx: &mut Context<Self>) {
self.api_key_editor
.update(cx, |editor, cx| editor.set_text("", window, cx));
let state = self.state.clone();
cx.spawn_in(window, |_, mut cx| async move {
state
.update(&mut cx, |state, cx| state.reset_api_key(cx))?
.await
})
.detach_and_log_err(cx);
cx.notify();
}
fn render_api_key_editor(&self, cx: &mut Context<Self>) -> impl IntoElement {
let settings = ThemeSettings::get_global(cx);
let text_style = TextStyle {
color: cx.theme().colors().text,
font_family: settings.ui_font.family.clone(),
font_features: settings.ui_font.features.clone(),
font_fallbacks: settings.ui_font.fallbacks.clone(),
font_size: rems(0.875).into(),
font_weight: settings.ui_font.weight,
font_style: FontStyle::Normal,
line_height: relative(1.3),
white_space: WhiteSpace::Normal,
..Default::default()
};
EditorElement::new(
&self.api_key_editor,
EditorStyle {
background: cx.theme().colors().editor_background,
local_player: cx.theme().players().local(),
text: text_style,
..Default::default()
},
)
}
fn should_render_editor(&self, cx: &mut Context<Self>) -> bool {
!self.state.read(cx).is_authenticated()
}
}
impl Render for ConfigurationView {
fn render(&mut self, _: &mut Window, cx: &mut Context<Self>) -> impl IntoElement {
const MISTRAL_CONSOLE_URL: &str = "https://console.mistral.ai/api-keys";
const INSTRUCTIONS: [&str; 4] = [
"To use Zed's assistant with Mistral, you need to add an API key. Follow these steps:",
" - Create one by visiting:",
" - Ensure your Mistral account has credits",
" - Paste your API key below and hit enter to start using the assistant",
];
let env_var_set = self.state.read(cx).api_key_from_env;
if self.load_credentials_task.is_some() {
div().child(Label::new("Loading credentials...")).into_any()
} else if self.should_render_editor(cx) {
v_flex()
.size_full()
.on_action(cx.listener(Self::save_api_key))
.child(Label::new(INSTRUCTIONS[0]))
.child(h_flex().child(Label::new(INSTRUCTIONS[1])).child(
Button::new("mistral_console", MISTRAL_CONSOLE_URL)
.style(ButtonStyle::Subtle)
.icon(IconName::ArrowUpRight)
.icon_size(IconSize::XSmall)
.icon_color(Color::Muted)
.on_click(move |_, _, cx| cx.open_url(MISTRAL_CONSOLE_URL))
)
)
.children(
(2..INSTRUCTIONS.len()).map(|n|
Label::new(INSTRUCTIONS[n])).collect::<Vec<_>>())
.child(
h_flex()
.w_full()
.my_2()
.px_2()
.py_1()
.bg(cx.theme().colors().editor_background)
.border_1()
.border_color(cx.theme().colors().border_variant)
.rounded_md()
.child(self.render_api_key_editor(cx)),
)
.child(
Label::new(
format!("You can also assign the {MISTRAL_API_KEY_VAR} environment variable and restart Zed."),
)
.size(LabelSize::Small),
)
.into_any()
} else {
h_flex()
.size_full()
.justify_between()
.child(
h_flex()
.gap_1()
.child(Icon::new(IconName::Check).color(Color::Success))
.child(Label::new(if env_var_set {
format!("API key set in {MISTRAL_API_KEY_VAR} environment variable.")
} else {
"API key configured.".to_string()
})),
)
.child(
Button::new("reset-key", "Reset key")
.icon(Some(IconName::Trash))
.icon_size(IconSize::Small)
.icon_position(IconPosition::Start)
.disabled(env_var_set)
.when(env_var_set, |this| {
this.tooltip(Tooltip::text(format!("To reset your API key, unset the {MISTRAL_API_KEY_VAR} environment variable.")))
})
.on_click(cx.listener(|this, _, window, cx| this.reset_api_key(window, cx))),
)
.into_any()
}
}
}

View file

@ -16,6 +16,7 @@ use crate::provider::{
deepseek::DeepSeekSettings,
google::GoogleSettings,
lmstudio::LmStudioSettings,
mistral::MistralSettings,
ollama::OllamaSettings,
open_ai::OpenAiSettings,
};
@ -63,6 +64,7 @@ pub struct AllLanguageModelSettings {
pub copilot_chat: CopilotChatSettings,
pub lmstudio: LmStudioSettings,
pub deepseek: DeepSeekSettings,
pub mistral: MistralSettings,
}
#[derive(Default, Clone, Debug, Serialize, Deserialize, PartialEq, JsonSchema)]
@ -76,6 +78,7 @@ pub struct AllLanguageModelSettingsContent {
pub google: Option<GoogleSettingsContent>,
pub deepseek: Option<DeepseekSettingsContent>,
pub copilot_chat: Option<CopilotChatSettingsContent>,
pub mistral: Option<MistralSettingsContent>,
}
#[derive(Clone, Debug, Serialize, Deserialize, PartialEq, JsonSchema)]
@ -171,6 +174,12 @@ pub struct DeepseekSettingsContent {
pub available_models: Option<Vec<provider::deepseek::AvailableModel>>,
}
#[derive(Default, Clone, Debug, Serialize, Deserialize, PartialEq, JsonSchema)]
pub struct MistralSettingsContent {
pub api_url: Option<String>,
pub available_models: Option<Vec<provider::mistral::AvailableModel>>,
}
#[derive(Clone, Debug, Serialize, Deserialize, PartialEq, JsonSchema)]
#[serde(untagged)]
pub enum OpenAiSettingsContent {
@ -356,6 +365,17 @@ impl settings::Settings for AllLanguageModelSettings {
.as_ref()
.and_then(|s| s.available_models.clone()),
);
// Mistral
let mistral = value.mistral.clone();
merge(
&mut settings.mistral.api_url,
mistral.as_ref().and_then(|s| s.api_url.clone()),
);
merge(
&mut settings.mistral.available_models,
mistral.as_ref().and_then(|s| s.available_models.clone()),
);
}
Ok(settings)

25
crates/mistral/Cargo.toml Normal file
View file

@ -0,0 +1,25 @@
[package]
name = "mistral"
version = "0.1.0"
edition.workspace = true
publish.workspace = true
license = "GPL-3.0-or-later"
[lints]
workspace = true
[lib]
path = "src/mistral.rs"
[features]
default = []
schemars = ["dep:schemars"]
[dependencies]
anyhow.workspace = true
futures.workspace = true
http_client.workspace = true
schemars = { workspace = true, optional = true }
serde.workspace = true
serde_json.workspace = true
strum.workspace = true

1
crates/mistral/LICENSE-GPL Symbolic link
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@ -0,0 +1 @@
../../LICENSE-GPL

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@ -0,0 +1,344 @@
use anyhow::{anyhow, Result};
use futures::{io::BufReader, stream::BoxStream, AsyncBufReadExt, AsyncReadExt, StreamExt};
use http_client::{AsyncBody, HttpClient, Method, Request as HttpRequest};
use serde::{Deserialize, Serialize};
use serde_json::Value;
use std::convert::TryFrom;
use strum::EnumIter;
pub const MISTRAL_API_URL: &str = "https://api.mistral.ai/v1";
#[derive(Clone, Copy, Serialize, Deserialize, Debug, Eq, PartialEq)]
#[serde(rename_all = "lowercase")]
pub enum Role {
User,
Assistant,
System,
Tool,
}
impl TryFrom<String> for Role {
type Error = anyhow::Error;
fn try_from(value: String) -> Result<Self> {
match value.as_str() {
"user" => Ok(Self::User),
"assistant" => Ok(Self::Assistant),
"system" => Ok(Self::System),
"tool" => Ok(Self::Tool),
_ => Err(anyhow!("invalid role '{value}'")),
}
}
}
impl From<Role> for String {
fn from(val: Role) -> Self {
match val {
Role::User => "user".to_owned(),
Role::Assistant => "assistant".to_owned(),
Role::System => "system".to_owned(),
Role::Tool => "tool".to_owned(),
}
}
}
#[cfg_attr(feature = "schemars", derive(schemars::JsonSchema))]
#[derive(Clone, Debug, Default, Serialize, Deserialize, PartialEq, EnumIter)]
pub enum Model {
#[serde(rename = "codestral-latest", alias = "codestral-latest")]
CodestralLatest,
#[serde(rename = "mistral-large-latest", alias = "mistral-large-latest")]
MistralLargeLatest,
#[serde(rename = "mistral-small-latest", alias = "mistral-small-latest")]
MistralSmallLatest,
#[serde(rename = "open-mistral-nemo", alias = "open-mistral-nemo")]
OpenMistralNemo,
#[serde(rename = "open-codestral-mamba", alias = "open-codestral-mamba")]
#[default]
OpenCodestralMamba,
#[serde(rename = "custom")]
Custom {
name: String,
/// The name displayed in the UI, such as in the assistant panel model dropdown menu.
display_name: Option<String>,
max_tokens: usize,
max_output_tokens: Option<u32>,
max_completion_tokens: Option<u32>,
},
}
impl Model {
pub fn from_id(id: &str) -> Result<Self> {
match id {
"codestral-latest" => Ok(Self::CodestralLatest),
"mistral-large-latest" => Ok(Self::MistralLargeLatest),
"mistral-small-latest" => Ok(Self::MistralSmallLatest),
"open-mistral-nemo" => Ok(Self::OpenMistralNemo),
"open-codestral-mamba" => Ok(Self::OpenCodestralMamba),
_ => Err(anyhow!("invalid model id")),
}
}
pub fn id(&self) -> &str {
match self {
Self::CodestralLatest => "codestral-latest",
Self::MistralLargeLatest => "mistral-large-latest",
Self::MistralSmallLatest => "mistral-small-latest",
Self::OpenMistralNemo => "open-mistral-nemo",
Self::OpenCodestralMamba => "open-codestral-mamba",
Self::Custom { name, .. } => name,
}
}
pub fn display_name(&self) -> &str {
match self {
Self::CodestralLatest => "codestral-latest",
Self::MistralLargeLatest => "mistral-large-latest",
Self::MistralSmallLatest => "mistral-small-latest",
Self::OpenMistralNemo => "open-mistral-nemo",
Self::OpenCodestralMamba => "open-codestral-mamba",
Self::Custom {
name, display_name, ..
} => display_name.as_ref().unwrap_or(name),
}
}
pub fn max_token_count(&self) -> usize {
match self {
Self::CodestralLatest => 256000,
Self::MistralLargeLatest => 131000,
Self::MistralSmallLatest => 32000,
Self::OpenMistralNemo => 131000,
Self::OpenCodestralMamba => 256000,
Self::Custom { max_tokens, .. } => *max_tokens,
}
}
pub fn max_output_tokens(&self) -> Option<u32> {
match self {
Self::Custom {
max_output_tokens, ..
} => *max_output_tokens,
_ => None,
}
}
}
#[derive(Debug, Serialize, Deserialize)]
pub struct Request {
pub model: String,
pub messages: Vec<RequestMessage>,
pub stream: bool,
#[serde(default, skip_serializing_if = "Option::is_none")]
pub max_tokens: Option<u32>,
#[serde(default, skip_serializing_if = "Option::is_none")]
pub temperature: Option<f32>,
#[serde(default, skip_serializing_if = "Option::is_none")]
pub response_format: Option<ResponseFormat>,
#[serde(default, skip_serializing_if = "Vec::is_empty")]
pub tools: Vec<ToolDefinition>,
}
#[derive(Debug, Serialize, Deserialize)]
#[serde(rename_all = "snake_case")]
pub enum ResponseFormat {
Text,
#[serde(rename = "json_object")]
JsonObject,
}
#[derive(Debug, Serialize, Deserialize)]
#[serde(tag = "type", rename_all = "snake_case")]
pub enum ToolDefinition {
Function { function: FunctionDefinition },
}
#[derive(Debug, Serialize, Deserialize)]
pub struct FunctionDefinition {
pub name: String,
pub description: Option<String>,
pub parameters: Option<Value>,
}
#[derive(Debug, Serialize, Deserialize)]
pub struct CompletionRequest {
pub model: String,
pub prompt: String,
pub max_tokens: u32,
pub temperature: f32,
#[serde(default, skip_serializing_if = "Option::is_none")]
pub prediction: Option<Prediction>,
#[serde(default, skip_serializing_if = "Option::is_none")]
pub rewrite_speculation: Option<bool>,
}
#[derive(Clone, Deserialize, Serialize, Debug)]
#[serde(tag = "type", rename_all = "snake_case")]
pub enum Prediction {
Content { content: String },
}
#[derive(Debug, Serialize, Deserialize)]
#[serde(untagged)]
pub enum ToolChoice {
Auto,
Required,
None,
Other(ToolDefinition),
}
#[derive(Serialize, Deserialize, Debug, Eq, PartialEq)]
#[serde(tag = "role", rename_all = "lowercase")]
pub enum RequestMessage {
Assistant {
content: Option<String>,
#[serde(default, skip_serializing_if = "Vec::is_empty")]
tool_calls: Vec<ToolCall>,
},
User {
content: String,
},
System {
content: String,
},
Tool {
content: String,
tool_call_id: String,
},
}
#[derive(Serialize, Deserialize, Debug, Eq, PartialEq)]
pub struct ToolCall {
pub id: String,
#[serde(flatten)]
pub content: ToolCallContent,
}
#[derive(Serialize, Deserialize, Debug, Eq, PartialEq)]
#[serde(tag = "type", rename_all = "lowercase")]
pub enum ToolCallContent {
Function { function: FunctionContent },
}
#[derive(Serialize, Deserialize, Debug, Eq, PartialEq)]
pub struct FunctionContent {
pub name: String,
pub arguments: String,
}
#[derive(Serialize, Deserialize, Debug)]
pub struct CompletionChoice {
pub text: String,
}
#[derive(Serialize, Deserialize, Debug)]
pub struct Response {
pub id: String,
pub object: String,
pub created: u64,
pub model: String,
pub choices: Vec<Choice>,
pub usage: Usage,
}
#[derive(Serialize, Deserialize, Debug)]
pub struct Usage {
pub prompt_tokens: u32,
pub completion_tokens: u32,
pub total_tokens: u32,
}
#[derive(Serialize, Deserialize, Debug)]
pub struct Choice {
pub index: u32,
pub message: RequestMessage,
pub finish_reason: Option<String>,
}
#[derive(Serialize, Deserialize, Debug)]
pub struct StreamResponse {
pub id: String,
pub object: String,
pub created: u64,
pub model: String,
pub choices: Vec<StreamChoice>,
}
#[derive(Serialize, Deserialize, Debug)]
pub struct StreamChoice {
pub index: u32,
pub delta: StreamDelta,
pub finish_reason: Option<String>,
}
#[derive(Serialize, Deserialize, Debug)]
pub struct StreamDelta {
pub role: Option<Role>,
pub content: Option<String>,
#[serde(default, skip_serializing_if = "Option::is_none")]
pub tool_calls: Option<Vec<ToolCallChunk>>,
#[serde(default, skip_serializing_if = "Option::is_none")]
pub reasoning_content: Option<String>,
}
#[derive(Serialize, Deserialize, Debug, Eq, PartialEq)]
pub struct ToolCallChunk {
pub index: usize,
pub id: Option<String>,
pub function: Option<FunctionChunk>,
}
#[derive(Serialize, Deserialize, Debug, Eq, PartialEq)]
pub struct FunctionChunk {
pub name: Option<String>,
pub arguments: Option<String>,
}
pub async fn stream_completion(
client: &dyn HttpClient,
api_url: &str,
api_key: &str,
request: Request,
) -> Result<BoxStream<'static, Result<StreamResponse>>> {
let uri = format!("{api_url}/chat/completions");
let request_builder = HttpRequest::builder()
.method(Method::POST)
.uri(uri)
.header("Content-Type", "application/json")
.header("Authorization", format!("Bearer {}", api_key));
let request = request_builder.body(AsyncBody::from(serde_json::to_string(&request)?))?;
let mut response = client.send(request).await?;
if response.status().is_success() {
let reader = BufReader::new(response.into_body());
Ok(reader
.lines()
.filter_map(|line| async move {
match line {
Ok(line) => {
let line = line.strip_prefix("data: ")?;
if line == "[DONE]" {
None
} else {
match serde_json::from_str(line) {
Ok(response) => Some(Ok(response)),
Err(error) => Some(Err(anyhow!(error))),
}
}
}
Err(error) => Some(Err(anyhow!(error))),
}
})
.boxed())
} else {
let mut body = String::new();
response.body_mut().read_to_string(&mut body).await?;
Err(anyhow!(
"Failed to connect to Mistral API: {} {}",
response.status(),
body,
))
}
}

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@ -131,6 +131,7 @@ pub enum IconName {
AiDeepSeek,
AiGoogle,
AiLmStudio,
AiMistral,
AiOllama,
AiOpenAi,
AiZed,