ZIm/crates/language_model/src/provider/copilot_chat.rs
Jonathan Toledo 67be6ec3b5
copilot: Add support for new models (#19968)
Closes #19963

This PR implements integration with the newly announced GitHub Copilot
LLM models, including:
- Claude 3.5 Sonnet
- o1-mini
- o1-preview

Release Notes:

- N/A

---------

Co-authored-by: Bennet Bo Fenner <bennet@zed.dev>
2024-11-04 10:55:20 +01:00

414 lines
16 KiB
Rust

use std::future;
use std::sync::Arc;
use anyhow::{anyhow, Result};
use copilot::copilot_chat::{
ChatMessage, CopilotChat, Model as CopilotChatModel, Request as CopilotChatRequest,
Role as CopilotChatRole,
};
use copilot::{Copilot, Status};
use futures::future::BoxFuture;
use futures::stream::BoxStream;
use futures::{FutureExt, StreamExt};
use gpui::{
percentage, svg, Animation, AnimationExt, AnyView, AppContext, AsyncAppContext, Model, Render,
Subscription, Task, Transformation,
};
use settings::{Settings, SettingsStore};
use std::time::Duration;
use strum::IntoEnumIterator;
use ui::{
div, h_flex, v_flex, Button, ButtonCommon, Clickable, Color, Context, FixedWidth, Icon,
IconName, IconPosition, IconSize, IntoElement, Label, LabelCommon, ParentElement, Styled,
ViewContext, VisualContext, WindowContext,
};
use crate::settings::AllLanguageModelSettings;
use crate::{
LanguageModel, LanguageModelId, LanguageModelName, LanguageModelProvider,
LanguageModelProviderId, LanguageModelProviderName, LanguageModelRequest, RateLimiter, Role,
};
use crate::{LanguageModelCompletionEvent, LanguageModelProviderState};
use super::anthropic::count_anthropic_tokens;
use super::open_ai::count_open_ai_tokens;
const PROVIDER_ID: &str = "copilot_chat";
const PROVIDER_NAME: &str = "GitHub Copilot Chat";
#[derive(Default, Clone, Debug, PartialEq)]
pub struct CopilotChatSettings {
pub low_speed_timeout: Option<Duration>,
}
pub struct CopilotChatLanguageModelProvider {
state: Model<State>,
}
pub struct State {
_copilot_chat_subscription: Option<Subscription>,
_settings_subscription: Subscription,
}
impl State {
fn is_authenticated(&self, cx: &AppContext) -> bool {
CopilotChat::global(cx)
.map(|m| m.read(cx).is_authenticated())
.unwrap_or(false)
}
}
impl CopilotChatLanguageModelProvider {
pub fn new(cx: &mut AppContext) -> Self {
let state = cx.new_model(|cx| {
let _copilot_chat_subscription = CopilotChat::global(cx)
.map(|copilot_chat| cx.observe(&copilot_chat, |_, _, cx| cx.notify()));
State {
_copilot_chat_subscription,
_settings_subscription: cx.observe_global::<SettingsStore>(|_, cx| {
cx.notify();
}),
}
});
Self { state }
}
}
impl LanguageModelProviderState for CopilotChatLanguageModelProvider {
type ObservableEntity = State;
fn observable_entity(&self) -> Option<gpui::Model<Self::ObservableEntity>> {
Some(self.state.clone())
}
}
impl LanguageModelProvider for CopilotChatLanguageModelProvider {
fn id(&self) -> LanguageModelProviderId {
LanguageModelProviderId(PROVIDER_ID.into())
}
fn name(&self) -> LanguageModelProviderName {
LanguageModelProviderName(PROVIDER_NAME.into())
}
fn icon(&self) -> IconName {
IconName::Copilot
}
fn provided_models(&self, _cx: &AppContext) -> Vec<Arc<dyn LanguageModel>> {
CopilotChatModel::iter()
.map(|model| {
Arc::new(CopilotChatLanguageModel {
model,
request_limiter: RateLimiter::new(4),
}) as Arc<dyn LanguageModel>
})
.collect()
}
fn is_authenticated(&self, cx: &AppContext) -> bool {
self.state.read(cx).is_authenticated(cx)
}
fn authenticate(&self, cx: &mut AppContext) -> Task<Result<()>> {
let result = if self.is_authenticated(cx) {
Ok(())
} else if let Some(copilot) = Copilot::global(cx) {
let error_msg = match copilot.read(cx).status() {
Status::Disabled => anyhow::anyhow!("Copilot must be enabled for Copilot Chat to work. Please enable Copilot and try again."),
Status::Error(e) => anyhow::anyhow!(format!("Received the following error while signing into Copilot: {e}")),
Status::Starting { task: _ } => anyhow::anyhow!("Copilot is still starting, please wait for Copilot to start then try again"),
Status::Unauthorized => anyhow::anyhow!("Unable to authorize with Copilot. Please make sure that you have an active Copilot and Copilot Chat subscription."),
Status::Authorized => return Task::ready(Ok(())),
Status::SignedOut => anyhow::anyhow!("You have signed out of Copilot. Please sign in to Copilot and try again."),
Status::SigningIn { prompt: _ } => anyhow::anyhow!("Still signing into Copilot..."),
};
Err(error_msg)
} else {
Err(anyhow::anyhow!(
"Copilot must be enabled for Copilot Chat to work. Please enable Copilot and try again."
))
};
Task::ready(result)
}
fn configuration_view(&self, cx: &mut WindowContext) -> AnyView {
let state = self.state.clone();
cx.new_view(|cx| ConfigurationView::new(state, cx)).into()
}
fn reset_credentials(&self, _cx: &mut AppContext) -> Task<Result<()>> {
Task::ready(Err(anyhow!(
"Signing out of GitHub Copilot Chat is currently not supported."
)))
}
}
pub struct CopilotChatLanguageModel {
model: CopilotChatModel,
request_limiter: RateLimiter,
}
impl LanguageModel for CopilotChatLanguageModel {
fn id(&self) -> LanguageModelId {
LanguageModelId::from(self.model.id().to_string())
}
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!("copilot_chat/{}", self.model.id())
}
fn max_token_count(&self) -> usize {
self.model.max_token_count()
}
fn count_tokens(
&self,
request: LanguageModelRequest,
cx: &AppContext,
) -> BoxFuture<'static, Result<usize>> {
match self.model {
CopilotChatModel::Claude3_5Sonnet => count_anthropic_tokens(request, cx),
_ => {
let model = match self.model {
CopilotChatModel::Gpt4o => open_ai::Model::FourOmni,
CopilotChatModel::Gpt4 => open_ai::Model::Four,
CopilotChatModel::Gpt3_5Turbo => open_ai::Model::ThreePointFiveTurbo,
CopilotChatModel::O1Preview | CopilotChatModel::O1Mini => open_ai::Model::Four,
CopilotChatModel::Claude3_5Sonnet => unreachable!(),
};
count_open_ai_tokens(request, model, cx)
}
}
}
fn stream_completion(
&self,
request: LanguageModelRequest,
cx: &AsyncAppContext,
) -> BoxFuture<'static, Result<BoxStream<'static, Result<LanguageModelCompletionEvent>>>> {
if let Some(message) = request.messages.last() {
if message.contents_empty() {
const EMPTY_PROMPT_MSG: &str =
"Empty prompts aren't allowed. Please provide a non-empty prompt.";
return futures::future::ready(Err(anyhow::anyhow!(EMPTY_PROMPT_MSG))).boxed();
}
// Copilot Chat has a restriction that the final message must be from the user.
// While their API does return an error message for this, we can catch it earlier
// and provide a more helpful error message.
if !matches!(message.role, Role::User) {
const USER_ROLE_MSG: &str = "The final message must be from the user. To provide a system prompt, you must provide the system prompt followed by a user prompt.";
return futures::future::ready(Err(anyhow::anyhow!(USER_ROLE_MSG))).boxed();
}
}
let copilot_request = self.to_copilot_chat_request(request);
let is_streaming = copilot_request.stream;
let Ok(low_speed_timeout) = cx.update(|cx| {
AllLanguageModelSettings::get_global(cx)
.copilot_chat
.low_speed_timeout
}) else {
return futures::future::ready(Err(anyhow::anyhow!("App state dropped"))).boxed();
};
let request_limiter = self.request_limiter.clone();
let future = cx.spawn(|cx| async move {
let response = CopilotChat::stream_completion(copilot_request, low_speed_timeout, cx);
request_limiter.stream(async move {
let response = response.await?;
let stream = response
.filter_map(move |response| async move {
match response {
Ok(result) => {
let choice = result.choices.first();
match choice {
Some(choice) if !is_streaming => {
match &choice.message {
Some(msg) => Some(Ok(msg.content.clone().unwrap_or_default())),
None => Some(Err(anyhow::anyhow!(
"The Copilot Chat API returned a response with no message content"
))),
}
},
Some(choice) => {
match &choice.delta {
Some(delta) => Some(Ok(delta.content.clone().unwrap_or_default())),
None => Some(Err(anyhow::anyhow!(
"The Copilot Chat API returned a response with no delta content"
))),
}
},
None => Some(Err(anyhow::anyhow!(
"The Copilot Chat API returned a response with no choices, but hadn't finished the message yet. Please try again."
))),
}
}
Err(err) => Some(Err(err)),
}
})
.boxed();
Ok(stream)
}).await
});
async move {
Ok(future
.await?
.map(|result| result.map(LanguageModelCompletionEvent::Text))
.boxed())
}
.boxed()
}
fn use_any_tool(
&self,
_request: LanguageModelRequest,
_name: String,
_description: String,
_schema: serde_json::Value,
_cx: &AsyncAppContext,
) -> BoxFuture<'static, Result<BoxStream<'static, Result<String>>>> {
future::ready(Err(anyhow!("not implemented"))).boxed()
}
}
impl CopilotChatLanguageModel {
pub fn to_copilot_chat_request(&self, request: LanguageModelRequest) -> CopilotChatRequest {
CopilotChatRequest::new(
self.model.clone(),
request
.messages
.into_iter()
.map(|msg| ChatMessage {
role: match msg.role {
Role::User => CopilotChatRole::User,
Role::Assistant => CopilotChatRole::Assistant,
Role::System => CopilotChatRole::System,
},
content: msg.string_contents(),
})
.collect(),
)
}
}
struct ConfigurationView {
copilot_status: Option<copilot::Status>,
state: Model<State>,
_subscription: Option<Subscription>,
}
impl ConfigurationView {
pub fn new(state: Model<State>, cx: &mut ViewContext<Self>) -> Self {
let copilot = Copilot::global(cx);
Self {
copilot_status: copilot.as_ref().map(|copilot| copilot.read(cx).status()),
state,
_subscription: copilot.as_ref().map(|copilot| {
cx.observe(copilot, |this, model, cx| {
this.copilot_status = Some(model.read(cx).status());
cx.notify();
})
}),
}
}
}
impl Render for ConfigurationView {
fn render(&mut self, cx: &mut ViewContext<Self>) -> impl IntoElement {
if self.state.read(cx).is_authenticated(cx) {
const LABEL: &str = "Authorized.";
h_flex()
.gap_1()
.child(Icon::new(IconName::Check).color(Color::Success))
.child(Label::new(LABEL))
} else {
let loading_icon = svg()
.size_8()
.path(IconName::ArrowCircle.path())
.text_color(cx.text_style().color)
.with_animation(
"icon_circle_arrow",
Animation::new(Duration::from_secs(2)).repeat(),
|svg, delta| svg.with_transformation(Transformation::rotate(percentage(delta))),
);
const ERROR_LABEL: &str = "Copilot Chat requires an active GitHub Copilot subscription. Please ensure Copilot is configured and try again, or use a different Assistant provider.";
match &self.copilot_status {
Some(status) => match status {
Status::Disabled => v_flex().gap_6().p_4().child(Label::new(ERROR_LABEL)),
Status::Starting { task: _ } => {
const LABEL: &str = "Starting Copilot...";
v_flex()
.gap_6()
.justify_center()
.items_center()
.child(Label::new(LABEL))
.child(loading_icon)
}
Status::SigningIn { prompt: _ } => {
const LABEL: &str = "Signing in to Copilot...";
v_flex()
.gap_6()
.justify_center()
.items_center()
.child(Label::new(LABEL))
.child(loading_icon)
}
Status::Error(_) => {
const LABEL: &str = "Copilot had issues starting. Please try restarting it. If the issue persists, try reinstalling Copilot.";
v_flex()
.gap_6()
.child(Label::new(LABEL))
.child(svg().size_8().path(IconName::CopilotError.path()))
}
_ => {
const LABEL: &str =
"To use Zed's assistant with GitHub Copilot, you need to be logged in to GitHub. Note that your GitHub account must have an active Copilot Chat subscription.";
v_flex().gap_6().child(Label::new(LABEL)).child(
v_flex()
.gap_2()
.child(
Button::new("sign_in", "Sign In")
.icon_color(Color::Muted)
.icon(IconName::Github)
.icon_position(IconPosition::Start)
.icon_size(IconSize::Medium)
.style(ui::ButtonStyle::Filled)
.full_width()
.on_click(|_, cx| {
inline_completion_button::initiate_sign_in(cx)
}),
)
.child(
div().flex().w_full().items_center().child(
Label::new("Sign in to start using Github Copilot Chat.")
.color(Color::Muted)
.size(ui::LabelSize::Small),
),
),
)
}
},
None => v_flex().gap_6().child(Label::new(ERROR_LABEL)),
}
}
}
}