00fd045844
This expands our deserialization of JSON from models to be more tolerant of different variations that the model may send, including capitalization, wrapping things in objects vs. being plain strings, etc. Also when deserialization fails, it reports the entire error in the JSON so we can see what failed to deserialize. (Previously these errors were very unhelpful at diagnosing the problem.) Finally, also removes the `WrappedText` variant since the custom deserializer just turns that style of JSON into a normal `Text` variant. Release Notes: - N/A
702 lines
27 KiB
Rust
702 lines
27 KiB
Rust
use std::pin::Pin;
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use std::str::FromStr as _;
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use std::sync::Arc;
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use anyhow::{Result, anyhow};
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use collections::HashMap;
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use copilot::copilot_chat::{
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ChatMessage, ChatMessageContent, ChatMessagePart, CopilotChat, ImageUrl,
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Model as CopilotChatModel, ModelVendor, Request as CopilotChatRequest, ResponseEvent, Tool,
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ToolCall,
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};
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use copilot::{Copilot, Status};
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use futures::future::BoxFuture;
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use futures::stream::BoxStream;
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use futures::{FutureExt, Stream, StreamExt};
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use gpui::{
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Action, Animation, AnimationExt, AnyView, App, AsyncApp, Entity, Render, Subscription, Task,
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Transformation, percentage, svg,
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};
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use language_model::{
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AuthenticateError, LanguageModel, LanguageModelCompletionError, LanguageModelCompletionEvent,
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LanguageModelId, LanguageModelName, LanguageModelProvider, LanguageModelProviderId,
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LanguageModelProviderName, LanguageModelProviderState, LanguageModelRequest,
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LanguageModelRequestMessage, LanguageModelToolChoice, LanguageModelToolResultContent,
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LanguageModelToolSchemaFormat, LanguageModelToolUse, MessageContent, RateLimiter, Role,
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StopReason,
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};
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use settings::SettingsStore;
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use std::time::Duration;
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use ui::prelude::*;
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use util::debug_panic;
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use super::anthropic::count_anthropic_tokens;
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use super::google::count_google_tokens;
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use super::open_ai::count_open_ai_tokens;
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const PROVIDER_ID: &str = "copilot_chat";
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const PROVIDER_NAME: &str = "GitHub Copilot Chat";
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#[derive(Default, Clone, Debug, PartialEq)]
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pub struct CopilotChatSettings {}
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pub struct CopilotChatLanguageModelProvider {
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state: Entity<State>,
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}
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pub struct State {
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_copilot_chat_subscription: Option<Subscription>,
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_settings_subscription: Subscription,
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}
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impl State {
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fn is_authenticated(&self, cx: &App) -> bool {
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CopilotChat::global(cx)
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.map(|m| m.read(cx).is_authenticated())
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.unwrap_or(false)
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}
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}
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impl CopilotChatLanguageModelProvider {
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pub fn new(cx: &mut App) -> Self {
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let state = cx.new(|cx| {
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let copilot_chat_subscription = CopilotChat::global(cx)
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.map(|copilot_chat| cx.observe(&copilot_chat, |_, _, cx| cx.notify()));
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State {
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_copilot_chat_subscription: copilot_chat_subscription,
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_settings_subscription: cx.observe_global::<SettingsStore>(|_, cx| {
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cx.notify();
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}),
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}
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});
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Self { state }
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}
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fn create_language_model(&self, model: CopilotChatModel) -> Arc<dyn LanguageModel> {
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Arc::new(CopilotChatLanguageModel {
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model,
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request_limiter: RateLimiter::new(4),
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})
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}
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}
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impl LanguageModelProviderState for CopilotChatLanguageModelProvider {
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type ObservableEntity = State;
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fn observable_entity(&self) -> Option<gpui::Entity<Self::ObservableEntity>> {
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Some(self.state.clone())
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}
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}
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impl LanguageModelProvider for CopilotChatLanguageModelProvider {
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fn id(&self) -> LanguageModelProviderId {
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LanguageModelProviderId(PROVIDER_ID.into())
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}
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fn name(&self) -> LanguageModelProviderName {
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LanguageModelProviderName(PROVIDER_NAME.into())
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}
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fn icon(&self) -> IconName {
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IconName::Copilot
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}
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fn default_model(&self, cx: &App) -> Option<Arc<dyn LanguageModel>> {
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let models = CopilotChat::global(cx).and_then(|m| m.read(cx).models())?;
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models
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.first()
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.map(|model| self.create_language_model(model.clone()))
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}
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fn default_fast_model(&self, cx: &App) -> Option<Arc<dyn LanguageModel>> {
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// The default model should be Copilot Chat's 'base model', which is likely a relatively fast
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// model (e.g. 4o) and a sensible choice when considering premium requests
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self.default_model(cx)
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}
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fn provided_models(&self, cx: &App) -> Vec<Arc<dyn LanguageModel>> {
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let Some(models) = CopilotChat::global(cx).and_then(|m| m.read(cx).models()) else {
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return Vec::new();
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};
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models
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.iter()
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.map(|model| self.create_language_model(model.clone()))
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.collect()
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}
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fn is_authenticated(&self, cx: &App) -> bool {
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self.state.read(cx).is_authenticated(cx)
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}
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fn authenticate(&self, cx: &mut App) -> Task<Result<(), AuthenticateError>> {
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if self.is_authenticated(cx) {
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return Task::ready(Ok(()));
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};
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let Some(copilot) = Copilot::global(cx) else {
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return Task::ready( Err(anyhow!(
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"Copilot must be enabled for Copilot Chat to work. Please enable Copilot and try again."
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).into()));
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};
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let err = match copilot.read(cx).status() {
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Status::Authorized => return Task::ready(Ok(())),
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Status::Disabled => anyhow!(
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"Copilot must be enabled for Copilot Chat to work. Please enable Copilot and try again."
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),
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Status::Error(err) => anyhow!(format!(
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"Received the following error while signing into Copilot: {err}"
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)),
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Status::Starting { task: _ } => anyhow!(
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"Copilot is still starting, please wait for Copilot to start then try again"
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),
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Status::Unauthorized => anyhow!(
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"Unable to authorize with Copilot. Please make sure that you have an active Copilot and Copilot Chat subscription."
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),
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Status::SignedOut { .. } => {
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anyhow!("You have signed out of Copilot. Please sign in to Copilot and try again.")
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}
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Status::SigningIn { prompt: _ } => anyhow!("Still signing into Copilot..."),
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};
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Task::ready(Err(err.into()))
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}
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fn configuration_view(&self, _: &mut Window, cx: &mut App) -> AnyView {
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let state = self.state.clone();
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cx.new(|cx| ConfigurationView::new(state, cx)).into()
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}
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fn reset_credentials(&self, _cx: &mut App) -> Task<Result<()>> {
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Task::ready(Err(anyhow!(
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"Signing out of GitHub Copilot Chat is currently not supported."
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)))
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}
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}
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pub struct CopilotChatLanguageModel {
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model: CopilotChatModel,
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request_limiter: RateLimiter,
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}
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impl LanguageModel for CopilotChatLanguageModel {
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fn id(&self) -> LanguageModelId {
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LanguageModelId::from(self.model.id().to_string())
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}
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fn name(&self) -> LanguageModelName {
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LanguageModelName::from(self.model.display_name().to_string())
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}
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fn provider_id(&self) -> LanguageModelProviderId {
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LanguageModelProviderId(PROVIDER_ID.into())
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}
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fn provider_name(&self) -> LanguageModelProviderName {
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LanguageModelProviderName(PROVIDER_NAME.into())
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}
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fn supports_tools(&self) -> bool {
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self.model.supports_tools()
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}
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fn supports_images(&self) -> bool {
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self.model.supports_vision()
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}
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fn tool_input_format(&self) -> LanguageModelToolSchemaFormat {
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match self.model.vendor() {
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ModelVendor::OpenAI | ModelVendor::Anthropic => {
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LanguageModelToolSchemaFormat::JsonSchema
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}
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ModelVendor::Google => LanguageModelToolSchemaFormat::JsonSchemaSubset,
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}
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}
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fn supports_tool_choice(&self, choice: LanguageModelToolChoice) -> bool {
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match choice {
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LanguageModelToolChoice::Auto
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| LanguageModelToolChoice::Any
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| LanguageModelToolChoice::None => self.supports_tools(),
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}
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}
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fn telemetry_id(&self) -> String {
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format!("copilot_chat/{}", self.model.id())
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}
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fn max_token_count(&self) -> usize {
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self.model.max_token_count()
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}
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fn count_tokens(
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&self,
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request: LanguageModelRequest,
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cx: &App,
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) -> BoxFuture<'static, Result<usize>> {
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match self.model.vendor() {
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ModelVendor::Anthropic => count_anthropic_tokens(request, cx),
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ModelVendor::Google => count_google_tokens(request, cx),
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ModelVendor::OpenAI => {
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let model = open_ai::Model::from_id(self.model.id()).unwrap_or_default();
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count_open_ai_tokens(request, model, cx)
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}
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}
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}
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fn stream_completion(
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&self,
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request: LanguageModelRequest,
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cx: &AsyncApp,
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) -> BoxFuture<
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'static,
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Result<
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BoxStream<'static, Result<LanguageModelCompletionEvent, LanguageModelCompletionError>>,
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>,
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> {
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if let Some(message) = request.messages.last() {
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if message.contents_empty() {
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const EMPTY_PROMPT_MSG: &str =
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"Empty prompts aren't allowed. Please provide a non-empty prompt.";
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return futures::future::ready(Err(anyhow::anyhow!(EMPTY_PROMPT_MSG))).boxed();
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}
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// Copilot Chat has a restriction that the final message must be from the user.
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// While their API does return an error message for this, we can catch it earlier
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// and provide a more helpful error message.
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if !matches!(message.role, Role::User) {
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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.";
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return futures::future::ready(Err(anyhow::anyhow!(USER_ROLE_MSG))).boxed();
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}
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}
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let copilot_request = match into_copilot_chat(&self.model, request) {
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Ok(request) => request,
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Err(err) => return futures::future::ready(Err(err)).boxed(),
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};
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let is_streaming = copilot_request.stream;
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let request_limiter = self.request_limiter.clone();
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let future = cx.spawn(async move |cx| {
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let request = CopilotChat::stream_completion(copilot_request, cx.clone());
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request_limiter
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.stream(async move {
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let response = request.await?;
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Ok(map_to_language_model_completion_events(
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response,
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is_streaming,
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))
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})
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.await
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});
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async move { Ok(future.await?.boxed()) }.boxed()
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}
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}
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pub fn map_to_language_model_completion_events(
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events: Pin<Box<dyn Send + Stream<Item = Result<ResponseEvent>>>>,
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is_streaming: bool,
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) -> impl Stream<Item = Result<LanguageModelCompletionEvent, LanguageModelCompletionError>> {
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#[derive(Default)]
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struct RawToolCall {
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id: String,
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name: String,
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arguments: String,
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}
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struct State {
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events: Pin<Box<dyn Send + Stream<Item = Result<ResponseEvent>>>>,
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tool_calls_by_index: HashMap<usize, RawToolCall>,
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}
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futures::stream::unfold(
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State {
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events,
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tool_calls_by_index: HashMap::default(),
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},
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move |mut state| async move {
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if let Some(event) = state.events.next().await {
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match event {
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Ok(event) => {
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let Some(choice) = event.choices.first() else {
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return Some((
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vec![Err(anyhow!("Response contained no choices").into())],
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state,
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));
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};
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let delta = if is_streaming {
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choice.delta.as_ref()
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} else {
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choice.message.as_ref()
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};
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let Some(delta) = delta else {
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return Some((
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vec![Err(anyhow!("Response contained no delta").into())],
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state,
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));
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};
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let mut events = Vec::new();
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if let Some(content) = delta.content.clone() {
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events.push(Ok(LanguageModelCompletionEvent::Text(content)));
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}
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for tool_call in &delta.tool_calls {
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let entry = state
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.tool_calls_by_index
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.entry(tool_call.index)
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.or_default();
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if let Some(tool_id) = tool_call.id.clone() {
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entry.id = tool_id;
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}
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if let Some(function) = tool_call.function.as_ref() {
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if let Some(name) = function.name.clone() {
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entry.name = name;
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}
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if let Some(arguments) = function.arguments.clone() {
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entry.arguments.push_str(&arguments);
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}
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}
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}
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match choice.finish_reason.as_deref() {
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Some("stop") => {
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events.push(Ok(LanguageModelCompletionEvent::Stop(
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StopReason::EndTurn,
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)));
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}
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Some("tool_calls") => {
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events.extend(state.tool_calls_by_index.drain().map(
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|(_, tool_call)| {
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// The model can output an empty string
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// to indicate the absence of arguments.
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// When that happens, create an empty
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// object instead.
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let arguments = if tool_call.arguments.is_empty() {
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Ok(serde_json::Value::Object(Default::default()))
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} else {
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serde_json::Value::from_str(&tool_call.arguments)
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};
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match arguments {
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Ok(input) => Ok(LanguageModelCompletionEvent::ToolUse(
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LanguageModelToolUse {
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id: tool_call.id.clone().into(),
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name: tool_call.name.as_str().into(),
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is_input_complete: true,
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input,
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raw_input: tool_call.arguments.clone(),
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},
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)),
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Err(error) => {
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Err(LanguageModelCompletionError::BadInputJson {
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id: tool_call.id.into(),
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tool_name: tool_call.name.as_str().into(),
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raw_input: tool_call.arguments.into(),
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json_parse_error: error.to_string(),
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})
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}
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}
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},
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));
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events.push(Ok(LanguageModelCompletionEvent::Stop(
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StopReason::ToolUse,
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)));
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}
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Some(stop_reason) => {
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log::error!("Unexpected Copilot Chat stop_reason: {stop_reason:?}");
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events.push(Ok(LanguageModelCompletionEvent::Stop(
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StopReason::EndTurn,
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)));
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}
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None => {}
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}
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return Some((events, state));
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}
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Err(err) => return Some((vec![Err(anyhow!(err).into())], state)),
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}
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}
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None
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},
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)
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.flat_map(futures::stream::iter)
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}
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|
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fn into_copilot_chat(
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model: &copilot::copilot_chat::Model,
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request: LanguageModelRequest,
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) -> Result<CopilotChatRequest> {
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let mut request_messages: Vec<LanguageModelRequestMessage> = Vec::new();
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for message in request.messages {
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if let Some(last_message) = request_messages.last_mut() {
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if last_message.role == message.role {
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last_message.content.extend(message.content);
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} else {
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request_messages.push(message);
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}
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} else {
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request_messages.push(message);
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}
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}
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let mut tool_called = false;
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let mut messages: Vec<ChatMessage> = Vec::new();
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for message in request_messages {
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match message.role {
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Role::User => {
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for content in &message.content {
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if let MessageContent::ToolResult(tool_result) = content {
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let content = match &tool_result.content {
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LanguageModelToolResultContent::Text(text) => text.to_string().into(),
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LanguageModelToolResultContent::Image(image) => {
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if model.supports_vision() {
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ChatMessageContent::Multipart(vec![ChatMessagePart::Image {
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image_url: ImageUrl {
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url: image.to_base64_url(),
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},
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}])
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} else {
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debug_panic!(
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"This should be caught at {} level",
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tool_result.tool_name
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);
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"[Tool responded with an image, but this model does not support vision]".to_string().into()
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}
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}
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};
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messages.push(ChatMessage::Tool {
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tool_call_id: tool_result.tool_use_id.to_string(),
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content,
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});
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}
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}
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let mut content_parts = Vec::new();
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for content in &message.content {
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match content {
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MessageContent::Text(text) | MessageContent::Thinking { text, .. }
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if !text.is_empty() =>
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{
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if let Some(ChatMessagePart::Text { text: text_content }) =
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content_parts.last_mut()
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{
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text_content.push_str(text);
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} else {
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content_parts.push(ChatMessagePart::Text {
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text: text.to_string(),
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});
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}
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}
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MessageContent::Image(image) if model.supports_vision() => {
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content_parts.push(ChatMessagePart::Image {
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image_url: ImageUrl {
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url: image.to_base64_url(),
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},
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});
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}
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_ => {}
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}
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}
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|
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if !content_parts.is_empty() {
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messages.push(ChatMessage::User {
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content: content_parts.into(),
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});
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}
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}
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Role::Assistant => {
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let mut tool_calls = Vec::new();
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for content in &message.content {
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if let MessageContent::ToolUse(tool_use) = content {
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tool_called = true;
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tool_calls.push(ToolCall {
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id: tool_use.id.to_string(),
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content: copilot::copilot_chat::ToolCallContent::Function {
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function: copilot::copilot_chat::FunctionContent {
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name: tool_use.name.to_string(),
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arguments: serde_json::to_string(&tool_use.input)?,
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},
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},
|
|
});
|
|
}
|
|
}
|
|
|
|
let text_content = {
|
|
let mut buffer = String::new();
|
|
for string in message.content.iter().filter_map(|content| match content {
|
|
MessageContent::Text(text) | MessageContent::Thinking { text, .. } => {
|
|
Some(text.as_str())
|
|
}
|
|
MessageContent::ToolUse(_)
|
|
| MessageContent::RedactedThinking(_)
|
|
| MessageContent::ToolResult(_)
|
|
| MessageContent::Image(_) => None,
|
|
}) {
|
|
buffer.push_str(string);
|
|
}
|
|
|
|
buffer
|
|
};
|
|
|
|
messages.push(ChatMessage::Assistant {
|
|
content: if text_content.is_empty() {
|
|
ChatMessageContent::empty()
|
|
} else {
|
|
text_content.into()
|
|
},
|
|
tool_calls,
|
|
});
|
|
}
|
|
Role::System => messages.push(ChatMessage::System {
|
|
content: message.string_contents(),
|
|
}),
|
|
}
|
|
}
|
|
|
|
let mut tools = request
|
|
.tools
|
|
.iter()
|
|
.map(|tool| Tool::Function {
|
|
function: copilot::copilot_chat::Function {
|
|
name: tool.name.clone(),
|
|
description: tool.description.clone(),
|
|
parameters: tool.input_schema.clone(),
|
|
},
|
|
})
|
|
.collect::<Vec<_>>();
|
|
|
|
// The API will return a Bad Request (with no error message) when tools
|
|
// were used previously in the conversation but no tools are provided as
|
|
// part of this request. Inserting a dummy tool seems to circumvent this
|
|
// error.
|
|
if tool_called && tools.is_empty() {
|
|
tools.push(Tool::Function {
|
|
function: copilot::copilot_chat::Function {
|
|
name: "noop".to_string(),
|
|
description: "No operation".to_string(),
|
|
parameters: serde_json::json!({
|
|
"type": "object"
|
|
}),
|
|
},
|
|
});
|
|
}
|
|
|
|
Ok(CopilotChatRequest {
|
|
intent: true,
|
|
n: 1,
|
|
stream: model.uses_streaming(),
|
|
temperature: 0.1,
|
|
model: model.id().to_string(),
|
|
messages,
|
|
tools,
|
|
tool_choice: request.tool_choice.map(|choice| match choice {
|
|
LanguageModelToolChoice::Auto => copilot::copilot_chat::ToolChoice::Auto,
|
|
LanguageModelToolChoice::Any => copilot::copilot_chat::ToolChoice::Any,
|
|
LanguageModelToolChoice::None => copilot::copilot_chat::ToolChoice::None,
|
|
}),
|
|
})
|
|
}
|
|
|
|
struct ConfigurationView {
|
|
copilot_status: Option<copilot::Status>,
|
|
state: Entity<State>,
|
|
_subscription: Option<Subscription>,
|
|
}
|
|
|
|
impl ConfigurationView {
|
|
pub fn new(state: Entity<State>, cx: &mut Context<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, _window: &mut Window, cx: &mut Context<Self>) -> impl IntoElement {
|
|
if self.state.read(cx).is_authenticated(cx) {
|
|
h_flex()
|
|
.mt_1()
|
|
.p_1()
|
|
.justify_between()
|
|
.rounded_md()
|
|
.border_1()
|
|
.border_color(cx.theme().colors().border)
|
|
.bg(cx.theme().colors().background)
|
|
.child(
|
|
h_flex()
|
|
.gap_1()
|
|
.child(Icon::new(IconName::Check).color(Color::Success))
|
|
.child(Label::new("Authorized")),
|
|
)
|
|
.child(
|
|
Button::new("sign_out", "Sign Out")
|
|
.label_size(LabelSize::Small)
|
|
.on_click(|_, window, cx| {
|
|
window.dispatch_action(copilot::SignOut.boxed_clone(), cx);
|
|
}),
|
|
)
|
|
} else {
|
|
let loading_icon = Icon::new(IconName::ArrowCircle).with_animation(
|
|
"arrow-circle",
|
|
Animation::new(Duration::from_secs(4)).repeat(),
|
|
|icon, delta| icon.transform(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::Starting { task: _ } => h_flex()
|
|
.gap_2()
|
|
.child(loading_icon)
|
|
.child(Label::new("Starting Copilot…")),
|
|
Status::SigningIn { prompt: _ }
|
|
| Status::SignedOut {
|
|
awaiting_signing_in: true,
|
|
} => h_flex()
|
|
.gap_2()
|
|
.child(loading_icon)
|
|
.child(Label::new("Signing into Copilot…")),
|
|
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_2().child(Label::new(LABEL)).child(
|
|
Button::new("sign_in", "Sign in to use GitHub Copilot")
|
|
.icon_color(Color::Muted)
|
|
.icon(IconName::Github)
|
|
.icon_position(IconPosition::Start)
|
|
.icon_size(IconSize::Medium)
|
|
.full_width()
|
|
.on_click(|_, window, cx| copilot::initiate_sign_in(window, cx)),
|
|
)
|
|
}
|
|
},
|
|
None => v_flex().gap_6().child(Label::new(ERROR_LABEL)),
|
|
}
|
|
}
|
|
}
|
|
}
|