mistral.rs

  1use anyhow::{Result, anyhow};
  2use collections::BTreeMap;
  3
  4use futures::{FutureExt, Stream, StreamExt, future::BoxFuture, stream::BoxStream};
  5use gpui::{AnyView, App, AsyncApp, Context, Entity, Global, SharedString, Task, Window};
  6use http_client::HttpClient;
  7use language_model::{
  8    ApiKeyState, AuthenticateError, EnvVar, IconOrSvg, LanguageModel, LanguageModelCompletionError,
  9    LanguageModelCompletionEvent, LanguageModelId, LanguageModelName, LanguageModelProvider,
 10    LanguageModelProviderId, LanguageModelProviderName, LanguageModelProviderState,
 11    LanguageModelRequest, LanguageModelToolChoice, LanguageModelToolResultContent,
 12    LanguageModelToolUse, MessageContent, RateLimiter, Role, StopReason, TokenUsage, env_var,
 13};
 14pub use mistral::{CODESTRAL_API_URL, MISTRAL_API_URL, StreamResponse};
 15pub use settings::MistralAvailableModel as AvailableModel;
 16use settings::{Settings, SettingsStore};
 17use std::collections::HashMap;
 18use std::pin::Pin;
 19use std::str::FromStr;
 20use std::sync::{Arc, LazyLock};
 21use strum::IntoEnumIterator;
 22use ui::{ButtonLink, ConfiguredApiCard, List, ListBulletItem, prelude::*};
 23use ui_input::InputField;
 24use util::ResultExt;
 25
 26const PROVIDER_ID: LanguageModelProviderId = LanguageModelProviderId::new("mistral");
 27const PROVIDER_NAME: LanguageModelProviderName = LanguageModelProviderName::new("Mistral");
 28
 29const API_KEY_ENV_VAR_NAME: &str = "MISTRAL_API_KEY";
 30static API_KEY_ENV_VAR: LazyLock<EnvVar> = env_var!(API_KEY_ENV_VAR_NAME);
 31
 32const CODESTRAL_API_KEY_ENV_VAR_NAME: &str = "CODESTRAL_API_KEY";
 33static CODESTRAL_API_KEY_ENV_VAR: LazyLock<EnvVar> = env_var!(CODESTRAL_API_KEY_ENV_VAR_NAME);
 34
 35#[derive(Default, Clone, Debug, PartialEq)]
 36pub struct MistralSettings {
 37    pub api_url: String,
 38    pub available_models: Vec<AvailableModel>,
 39}
 40
 41pub struct MistralLanguageModelProvider {
 42    http_client: Arc<dyn HttpClient>,
 43    pub state: Entity<State>,
 44}
 45
 46pub struct State {
 47    api_key_state: ApiKeyState,
 48    codestral_api_key_state: Entity<ApiKeyState>,
 49}
 50
 51pub fn codestral_api_key(cx: &mut App) -> Entity<ApiKeyState> {
 52    // IMPORTANT:
 53    // Do not store `Entity<T>` handles in process-wide statics (e.g. `OnceLock`).
 54    //
 55    // `Entity<T>` is tied to a particular `App`/entity-map context. Caching it globally can
 56    // cause panics like "used a entity with the wrong context" when tests (or multiple apps)
 57    // create distinct `App` instances in the same process.
 58    //
 59    // If we want a per-process singleton, store plain data (e.g. env var names) and create
 60    // the entity per-App instead.
 61    cx.new(|_| ApiKeyState::new(CODESTRAL_API_URL.into(), CODESTRAL_API_KEY_ENV_VAR.clone()))
 62}
 63
 64impl State {
 65    fn is_authenticated(&self) -> bool {
 66        self.api_key_state.has_key()
 67    }
 68
 69    fn set_api_key(&mut self, api_key: Option<String>, cx: &mut Context<Self>) -> Task<Result<()>> {
 70        let api_url = MistralLanguageModelProvider::api_url(cx);
 71        self.api_key_state
 72            .store(api_url, api_key, |this| &mut this.api_key_state, cx)
 73    }
 74
 75    fn authenticate(&mut self, cx: &mut Context<Self>) -> Task<Result<(), AuthenticateError>> {
 76        let api_url = MistralLanguageModelProvider::api_url(cx);
 77        self.api_key_state
 78            .load_if_needed(api_url, |this| &mut this.api_key_state, cx)
 79    }
 80
 81    fn authenticate_codestral(
 82        &mut self,
 83        cx: &mut Context<Self>,
 84    ) -> Task<Result<(), AuthenticateError>> {
 85        self.codestral_api_key_state.update(cx, |state, cx| {
 86            state.load_if_needed(CODESTRAL_API_URL.into(), |state| state, cx)
 87        })
 88    }
 89}
 90
 91struct GlobalMistralLanguageModelProvider(Arc<MistralLanguageModelProvider>);
 92
 93impl Global for GlobalMistralLanguageModelProvider {}
 94
 95impl MistralLanguageModelProvider {
 96    pub fn try_global(cx: &App) -> Option<&Arc<MistralLanguageModelProvider>> {
 97        cx.try_global::<GlobalMistralLanguageModelProvider>()
 98            .map(|this| &this.0)
 99    }
100
101    pub fn global(http_client: Arc<dyn HttpClient>, cx: &mut App) -> Arc<Self> {
102        if let Some(this) = cx.try_global::<GlobalMistralLanguageModelProvider>() {
103            return this.0.clone();
104        }
105        let state = cx.new(|cx| {
106            cx.observe_global::<SettingsStore>(|this: &mut State, cx| {
107                let api_url = Self::api_url(cx);
108                this.api_key_state
109                    .handle_url_change(api_url, |this| &mut this.api_key_state, cx);
110                cx.notify();
111            })
112            .detach();
113            State {
114                api_key_state: ApiKeyState::new(Self::api_url(cx), (*API_KEY_ENV_VAR).clone()),
115                codestral_api_key_state: codestral_api_key(cx),
116            }
117        });
118
119        let this = Arc::new(Self { http_client, state });
120        cx.set_global(GlobalMistralLanguageModelProvider(this));
121        cx.global::<GlobalMistralLanguageModelProvider>().0.clone()
122    }
123
124    pub fn load_codestral_api_key(&self, cx: &mut App) -> Task<Result<(), AuthenticateError>> {
125        self.state
126            .update(cx, |state, cx| state.authenticate_codestral(cx))
127    }
128
129    pub fn codestral_api_key(&self, url: &str, cx: &App) -> Option<Arc<str>> {
130        self.state
131            .read(cx)
132            .codestral_api_key_state
133            .read(cx)
134            .key(url)
135    }
136
137    fn create_language_model(&self, model: mistral::Model) -> Arc<dyn LanguageModel> {
138        Arc::new(MistralLanguageModel {
139            id: LanguageModelId::from(model.id().to_string()),
140            model,
141            state: self.state.clone(),
142            http_client: self.http_client.clone(),
143            request_limiter: RateLimiter::new(4),
144        })
145    }
146
147    fn settings(cx: &App) -> &MistralSettings {
148        &crate::AllLanguageModelSettings::get_global(cx).mistral
149    }
150
151    pub fn api_url(cx: &App) -> SharedString {
152        let api_url = &Self::settings(cx).api_url;
153        if api_url.is_empty() {
154            mistral::MISTRAL_API_URL.into()
155        } else {
156            SharedString::new(api_url.as_str())
157        }
158    }
159}
160
161impl LanguageModelProviderState for MistralLanguageModelProvider {
162    type ObservableEntity = State;
163
164    fn observable_entity(&self) -> Option<Entity<Self::ObservableEntity>> {
165        Some(self.state.clone())
166    }
167}
168
169impl LanguageModelProvider for MistralLanguageModelProvider {
170    fn id(&self) -> LanguageModelProviderId {
171        PROVIDER_ID
172    }
173
174    fn name(&self) -> LanguageModelProviderName {
175        PROVIDER_NAME
176    }
177
178    fn icon(&self) -> IconOrSvg {
179        IconOrSvg::Icon(IconName::AiMistral)
180    }
181
182    fn default_model(&self, _cx: &App) -> Option<Arc<dyn LanguageModel>> {
183        Some(self.create_language_model(mistral::Model::default()))
184    }
185
186    fn default_fast_model(&self, _cx: &App) -> Option<Arc<dyn LanguageModel>> {
187        Some(self.create_language_model(mistral::Model::default_fast()))
188    }
189
190    fn provided_models(&self, cx: &App) -> Vec<Arc<dyn LanguageModel>> {
191        let mut models = BTreeMap::default();
192
193        // Add base models from mistral::Model::iter()
194        for model in mistral::Model::iter() {
195            if !matches!(model, mistral::Model::Custom { .. }) {
196                models.insert(model.id().to_string(), model);
197            }
198        }
199
200        // Override with available models from settings
201        for model in &Self::settings(cx).available_models {
202            models.insert(
203                model.name.clone(),
204                mistral::Model::Custom {
205                    name: model.name.clone(),
206                    display_name: model.display_name.clone(),
207                    max_tokens: model.max_tokens,
208                    max_output_tokens: model.max_output_tokens,
209                    max_completion_tokens: model.max_completion_tokens,
210                    supports_tools: model.supports_tools,
211                    supports_images: model.supports_images,
212                    supports_thinking: model.supports_thinking,
213                },
214            );
215        }
216
217        models
218            .into_values()
219            .map(|model| {
220                Arc::new(MistralLanguageModel {
221                    id: LanguageModelId::from(model.id().to_string()),
222                    model,
223                    state: self.state.clone(),
224                    http_client: self.http_client.clone(),
225                    request_limiter: RateLimiter::new(4),
226                }) as Arc<dyn LanguageModel>
227            })
228            .collect()
229    }
230
231    fn is_authenticated(&self, cx: &App) -> bool {
232        self.state.read(cx).is_authenticated()
233    }
234
235    fn authenticate(&self, cx: &mut App) -> Task<Result<(), AuthenticateError>> {
236        self.state.update(cx, |state, cx| state.authenticate(cx))
237    }
238
239    fn configuration_view(
240        &self,
241        _target_agent: language_model::ConfigurationViewTargetAgent,
242        window: &mut Window,
243        cx: &mut App,
244    ) -> AnyView {
245        cx.new(|cx| ConfigurationView::new(self.state.clone(), window, cx))
246            .into()
247    }
248
249    fn reset_credentials(&self, cx: &mut App) -> Task<Result<()>> {
250        self.state
251            .update(cx, |state, cx| state.set_api_key(None, cx))
252    }
253}
254
255pub struct MistralLanguageModel {
256    id: LanguageModelId,
257    model: mistral::Model,
258    state: Entity<State>,
259    http_client: Arc<dyn HttpClient>,
260    request_limiter: RateLimiter,
261}
262
263impl MistralLanguageModel {
264    fn stream_completion(
265        &self,
266        request: mistral::Request,
267        bypass_rate_limit: bool,
268        cx: &AsyncApp,
269    ) -> BoxFuture<
270        'static,
271        Result<futures::stream::BoxStream<'static, Result<mistral::StreamResponse>>>,
272    > {
273        let http_client = self.http_client.clone();
274
275        let (api_key, api_url) = self.state.read_with(cx, |state, cx| {
276            let api_url = MistralLanguageModelProvider::api_url(cx);
277            (state.api_key_state.key(&api_url), api_url)
278        });
279
280        let future = self.request_limiter.stream_with_bypass(
281            async move {
282                let Some(api_key) = api_key else {
283                    return Err(LanguageModelCompletionError::NoApiKey {
284                        provider: PROVIDER_NAME,
285                    });
286                };
287                let request =
288                    mistral::stream_completion(http_client.as_ref(), &api_url, &api_key, request);
289                let response = request.await?;
290                Ok(response)
291            },
292            bypass_rate_limit,
293        );
294
295        async move { Ok(future.await?.boxed()) }.boxed()
296    }
297}
298
299impl LanguageModel for MistralLanguageModel {
300    fn id(&self) -> LanguageModelId {
301        self.id.clone()
302    }
303
304    fn name(&self) -> LanguageModelName {
305        LanguageModelName::from(self.model.display_name().to_string())
306    }
307
308    fn provider_id(&self) -> LanguageModelProviderId {
309        PROVIDER_ID
310    }
311
312    fn provider_name(&self) -> LanguageModelProviderName {
313        PROVIDER_NAME
314    }
315
316    fn supports_tools(&self) -> bool {
317        self.model.supports_tools()
318    }
319
320    fn supports_tool_choice(&self, _choice: LanguageModelToolChoice) -> bool {
321        self.model.supports_tools()
322    }
323
324    fn supports_images(&self) -> bool {
325        self.model.supports_images()
326    }
327
328    fn telemetry_id(&self) -> String {
329        format!("mistral/{}", self.model.id())
330    }
331
332    fn max_token_count(&self) -> u64 {
333        self.model.max_token_count()
334    }
335
336    fn max_output_tokens(&self) -> Option<u64> {
337        self.model.max_output_tokens()
338    }
339
340    fn count_tokens(
341        &self,
342        request: LanguageModelRequest,
343        cx: &App,
344    ) -> BoxFuture<'static, Result<u64>> {
345        cx.background_spawn(async move {
346            let messages = request
347                .messages
348                .into_iter()
349                .map(|message| tiktoken_rs::ChatCompletionRequestMessage {
350                    role: match message.role {
351                        Role::User => "user".into(),
352                        Role::Assistant => "assistant".into(),
353                        Role::System => "system".into(),
354                    },
355                    content: Some(message.string_contents()),
356                    name: None,
357                    function_call: None,
358                })
359                .collect::<Vec<_>>();
360
361            tiktoken_rs::num_tokens_from_messages("gpt-4", &messages).map(|tokens| tokens as u64)
362        })
363        .boxed()
364    }
365
366    fn stream_completion(
367        &self,
368        request: LanguageModelRequest,
369        cx: &AsyncApp,
370    ) -> BoxFuture<
371        'static,
372        Result<
373            BoxStream<'static, Result<LanguageModelCompletionEvent, LanguageModelCompletionError>>,
374            LanguageModelCompletionError,
375        >,
376    > {
377        let bypass_rate_limit = request.bypass_rate_limit;
378        let request = into_mistral(request, self.model.clone(), self.max_output_tokens());
379        let stream = self.stream_completion(request, bypass_rate_limit, cx);
380
381        async move {
382            let stream = stream.await?;
383            let mapper = MistralEventMapper::new();
384            Ok(mapper.map_stream(stream).boxed())
385        }
386        .boxed()
387    }
388}
389
390pub fn into_mistral(
391    request: LanguageModelRequest,
392    model: mistral::Model,
393    max_output_tokens: Option<u64>,
394) -> mistral::Request {
395    let stream = true;
396
397    let mut messages = Vec::new();
398    for message in &request.messages {
399        match message.role {
400            Role::User => {
401                let mut message_content = mistral::MessageContent::empty();
402                for content in &message.content {
403                    match content {
404                        MessageContent::Text(text) => {
405                            message_content
406                                .push_part(mistral::MessagePart::Text { text: text.clone() });
407                        }
408                        MessageContent::Image(image_content) => {
409                            if model.supports_images() {
410                                message_content.push_part(mistral::MessagePart::ImageUrl {
411                                    image_url: image_content.to_base64_url(),
412                                });
413                            }
414                        }
415                        MessageContent::Thinking { text, .. } => {
416                            if model.supports_thinking() {
417                                message_content.push_part(mistral::MessagePart::Thinking {
418                                    thinking: vec![mistral::ThinkingPart::Text {
419                                        text: text.clone(),
420                                    }],
421                                });
422                            }
423                        }
424                        MessageContent::RedactedThinking(_) => {}
425                        MessageContent::ToolUse(_) => {
426                            // Tool use is not supported in User messages for Mistral
427                        }
428                        MessageContent::ToolResult(tool_result) => {
429                            let tool_content = match &tool_result.content {
430                                LanguageModelToolResultContent::Text(text) => text.to_string(),
431                                LanguageModelToolResultContent::Image(_) => {
432                                    "[Tool responded with an image, but Zed doesn't support these in Mistral models yet]".to_string()
433                                }
434                            };
435                            messages.push(mistral::RequestMessage::Tool {
436                                content: tool_content,
437                                tool_call_id: tool_result.tool_use_id.to_string(),
438                            });
439                        }
440                    }
441                }
442                if !matches!(message_content, mistral::MessageContent::Plain { ref content } if content.is_empty())
443                {
444                    messages.push(mistral::RequestMessage::User {
445                        content: message_content,
446                    });
447                }
448            }
449            Role::Assistant => {
450                for content in &message.content {
451                    match content {
452                        MessageContent::Text(text) => {
453                            messages.push(mistral::RequestMessage::Assistant {
454                                content: Some(mistral::MessageContent::Plain {
455                                    content: text.clone(),
456                                }),
457                                tool_calls: Vec::new(),
458                            });
459                        }
460                        MessageContent::Thinking { text, .. } => {
461                            if model.supports_thinking() {
462                                messages.push(mistral::RequestMessage::Assistant {
463                                    content: Some(mistral::MessageContent::Multipart {
464                                        content: vec![mistral::MessagePart::Thinking {
465                                            thinking: vec![mistral::ThinkingPart::Text {
466                                                text: text.clone(),
467                                            }],
468                                        }],
469                                    }),
470                                    tool_calls: Vec::new(),
471                                });
472                            }
473                        }
474                        MessageContent::RedactedThinking(_) => {}
475                        MessageContent::Image(_) => {}
476                        MessageContent::ToolUse(tool_use) => {
477                            let tool_call = mistral::ToolCall {
478                                id: tool_use.id.to_string(),
479                                content: mistral::ToolCallContent::Function {
480                                    function: mistral::FunctionContent {
481                                        name: tool_use.name.to_string(),
482                                        arguments: serde_json::to_string(&tool_use.input)
483                                            .unwrap_or_default(),
484                                    },
485                                },
486                            };
487
488                            if let Some(mistral::RequestMessage::Assistant { tool_calls, .. }) =
489                                messages.last_mut()
490                            {
491                                tool_calls.push(tool_call);
492                            } else {
493                                messages.push(mistral::RequestMessage::Assistant {
494                                    content: None,
495                                    tool_calls: vec![tool_call],
496                                });
497                            }
498                        }
499                        MessageContent::ToolResult(_) => {
500                            // Tool results are not supported in Assistant messages
501                        }
502                    }
503                }
504            }
505            Role::System => {
506                for content in &message.content {
507                    match content {
508                        MessageContent::Text(text) => {
509                            messages.push(mistral::RequestMessage::System {
510                                content: mistral::MessageContent::Plain {
511                                    content: text.clone(),
512                                },
513                            });
514                        }
515                        MessageContent::Thinking { text, .. } => {
516                            if model.supports_thinking() {
517                                messages.push(mistral::RequestMessage::System {
518                                    content: mistral::MessageContent::Multipart {
519                                        content: vec![mistral::MessagePart::Thinking {
520                                            thinking: vec![mistral::ThinkingPart::Text {
521                                                text: text.clone(),
522                                            }],
523                                        }],
524                                    },
525                                });
526                            }
527                        }
528                        MessageContent::RedactedThinking(_) => {}
529                        MessageContent::Image(_)
530                        | MessageContent::ToolUse(_)
531                        | MessageContent::ToolResult(_) => {
532                            // Images and tools are not supported in System messages
533                        }
534                    }
535                }
536            }
537        }
538    }
539
540    mistral::Request {
541        model: model.id().to_string(),
542        messages,
543        stream,
544        max_tokens: max_output_tokens,
545        temperature: request.temperature,
546        response_format: None,
547        tool_choice: match request.tool_choice {
548            Some(LanguageModelToolChoice::Auto) if !request.tools.is_empty() => {
549                Some(mistral::ToolChoice::Auto)
550            }
551            Some(LanguageModelToolChoice::Any) if !request.tools.is_empty() => {
552                Some(mistral::ToolChoice::Any)
553            }
554            Some(LanguageModelToolChoice::None) => Some(mistral::ToolChoice::None),
555            _ if !request.tools.is_empty() => Some(mistral::ToolChoice::Auto),
556            _ => None,
557        },
558        parallel_tool_calls: if !request.tools.is_empty() {
559            Some(false)
560        } else {
561            None
562        },
563        tools: request
564            .tools
565            .into_iter()
566            .map(|tool| mistral::ToolDefinition::Function {
567                function: mistral::FunctionDefinition {
568                    name: tool.name,
569                    description: Some(tool.description),
570                    parameters: Some(tool.input_schema),
571                },
572            })
573            .collect(),
574    }
575}
576
577pub struct MistralEventMapper {
578    tool_calls_by_index: HashMap<usize, RawToolCall>,
579}
580
581impl MistralEventMapper {
582    pub fn new() -> Self {
583        Self {
584            tool_calls_by_index: HashMap::default(),
585        }
586    }
587
588    pub fn map_stream(
589        mut self,
590        events: Pin<Box<dyn Send + Stream<Item = Result<StreamResponse>>>>,
591    ) -> impl Stream<Item = Result<LanguageModelCompletionEvent, LanguageModelCompletionError>>
592    {
593        events.flat_map(move |event| {
594            futures::stream::iter(match event {
595                Ok(event) => self.map_event(event),
596                Err(error) => vec![Err(LanguageModelCompletionError::from(error))],
597            })
598        })
599    }
600
601    pub fn map_event(
602        &mut self,
603        event: mistral::StreamResponse,
604    ) -> Vec<Result<LanguageModelCompletionEvent, LanguageModelCompletionError>> {
605        let Some(choice) = event.choices.first() else {
606            return vec![Err(LanguageModelCompletionError::from(anyhow!(
607                "Response contained no choices"
608            )))];
609        };
610
611        let mut events = Vec::new();
612        if let Some(content) = choice.delta.content.as_ref() {
613            match content {
614                mistral::MessageContentDelta::Text(text) => {
615                    events.push(Ok(LanguageModelCompletionEvent::Text(text.clone())));
616                }
617                mistral::MessageContentDelta::Parts(parts) => {
618                    for part in parts {
619                        match part {
620                            mistral::MessagePart::Text { text } => {
621                                events.push(Ok(LanguageModelCompletionEvent::Text(text.clone())));
622                            }
623                            mistral::MessagePart::Thinking { thinking } => {
624                                for tp in thinking.iter().cloned() {
625                                    match tp {
626                                        mistral::ThinkingPart::Text { text } => {
627                                            events.push(Ok(
628                                                LanguageModelCompletionEvent::Thinking {
629                                                    text,
630                                                    signature: None,
631                                                },
632                                            ));
633                                        }
634                                    }
635                                }
636                            }
637                            mistral::MessagePart::ImageUrl { .. } => {
638                                // We currently don't emit a separate event for images in responses.
639                            }
640                        }
641                    }
642                }
643            }
644        }
645
646        if let Some(tool_calls) = choice.delta.tool_calls.as_ref() {
647            for tool_call in tool_calls {
648                let entry = self.tool_calls_by_index.entry(tool_call.index).or_default();
649
650                if let Some(tool_id) = tool_call.id.clone() {
651                    entry.id = tool_id;
652                }
653
654                if let Some(function) = tool_call.function.as_ref() {
655                    if let Some(name) = function.name.clone() {
656                        entry.name = name;
657                    }
658
659                    if let Some(arguments) = function.arguments.clone() {
660                        entry.arguments.push_str(&arguments);
661                    }
662                }
663            }
664        }
665
666        if let Some(usage) = event.usage {
667            events.push(Ok(LanguageModelCompletionEvent::UsageUpdate(TokenUsage {
668                input_tokens: usage.prompt_tokens,
669                output_tokens: usage.completion_tokens,
670                cache_creation_input_tokens: 0,
671                cache_read_input_tokens: 0,
672            })));
673        }
674
675        if let Some(finish_reason) = choice.finish_reason.as_deref() {
676            match finish_reason {
677                "stop" => {
678                    events.push(Ok(LanguageModelCompletionEvent::Stop(StopReason::EndTurn)));
679                }
680                "tool_calls" => {
681                    events.extend(self.process_tool_calls());
682                    events.push(Ok(LanguageModelCompletionEvent::Stop(StopReason::ToolUse)));
683                }
684                unexpected => {
685                    log::error!("Unexpected Mistral stop_reason: {unexpected:?}");
686                    events.push(Ok(LanguageModelCompletionEvent::Stop(StopReason::EndTurn)));
687                }
688            }
689        }
690
691        events
692    }
693
694    fn process_tool_calls(
695        &mut self,
696    ) -> Vec<Result<LanguageModelCompletionEvent, LanguageModelCompletionError>> {
697        let mut results = Vec::new();
698
699        for (_, tool_call) in self.tool_calls_by_index.drain() {
700            if tool_call.id.is_empty() || tool_call.name.is_empty() {
701                results.push(Err(LanguageModelCompletionError::from(anyhow!(
702                    "Received incomplete tool call: missing id or name"
703                ))));
704                continue;
705            }
706
707            match serde_json::Value::from_str(&tool_call.arguments) {
708                Ok(input) => results.push(Ok(LanguageModelCompletionEvent::ToolUse(
709                    LanguageModelToolUse {
710                        id: tool_call.id.into(),
711                        name: tool_call.name.into(),
712                        is_input_complete: true,
713                        input,
714                        raw_input: tool_call.arguments,
715                        thought_signature: None,
716                    },
717                ))),
718                Err(error) => {
719                    results.push(Ok(LanguageModelCompletionEvent::ToolUseJsonParseError {
720                        id: tool_call.id.into(),
721                        tool_name: tool_call.name.into(),
722                        raw_input: tool_call.arguments.into(),
723                        json_parse_error: error.to_string(),
724                    }))
725                }
726            }
727        }
728
729        results
730    }
731}
732
733#[derive(Default)]
734struct RawToolCall {
735    id: String,
736    name: String,
737    arguments: String,
738}
739
740struct ConfigurationView {
741    api_key_editor: Entity<InputField>,
742    state: Entity<State>,
743    load_credentials_task: Option<Task<()>>,
744}
745
746impl ConfigurationView {
747    fn new(state: Entity<State>, window: &mut Window, cx: &mut Context<Self>) -> Self {
748        let api_key_editor =
749            cx.new(|cx| InputField::new(window, cx, "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"));
750
751        cx.observe(&state, |_, _, cx| {
752            cx.notify();
753        })
754        .detach();
755
756        let load_credentials_task = Some(cx.spawn_in(window, {
757            let state = state.clone();
758            async move |this, cx| {
759                if let Some(task) = Some(state.update(cx, |state, cx| state.authenticate(cx))) {
760                    // We don't log an error, because "not signed in" is also an error.
761                    let _ = task.await;
762                }
763
764                this.update(cx, |this, cx| {
765                    this.load_credentials_task = None;
766                    cx.notify();
767                })
768                .log_err();
769            }
770        }));
771
772        Self {
773            api_key_editor,
774            state,
775            load_credentials_task,
776        }
777    }
778
779    fn save_api_key(&mut self, _: &menu::Confirm, window: &mut Window, cx: &mut Context<Self>) {
780        let api_key = self.api_key_editor.read(cx).text(cx).trim().to_string();
781        if api_key.is_empty() {
782            return;
783        }
784
785        // url changes can cause the editor to be displayed again
786        self.api_key_editor
787            .update(cx, |editor, cx| editor.set_text("", window, cx));
788
789        let state = self.state.clone();
790        cx.spawn_in(window, async move |_, cx| {
791            state
792                .update(cx, |state, cx| state.set_api_key(Some(api_key), cx))
793                .await
794        })
795        .detach_and_log_err(cx);
796    }
797
798    fn reset_api_key(&mut self, window: &mut Window, cx: &mut Context<Self>) {
799        self.api_key_editor
800            .update(cx, |editor, cx| editor.set_text("", window, cx));
801
802        let state = self.state.clone();
803        cx.spawn_in(window, async move |_, cx| {
804            state
805                .update(cx, |state, cx| state.set_api_key(None, cx))
806                .await
807        })
808        .detach_and_log_err(cx);
809    }
810
811    fn should_render_api_key_editor(&self, cx: &mut Context<Self>) -> bool {
812        !self.state.read(cx).is_authenticated()
813    }
814}
815
816impl Render for ConfigurationView {
817    fn render(&mut self, _window: &mut Window, cx: &mut Context<Self>) -> impl IntoElement {
818        let env_var_set = self.state.read(cx).api_key_state.is_from_env_var();
819        let configured_card_label = if env_var_set {
820            format!("API key set in {API_KEY_ENV_VAR_NAME} environment variable")
821        } else {
822            let api_url = MistralLanguageModelProvider::api_url(cx);
823            if api_url == MISTRAL_API_URL {
824                "API key configured".to_string()
825            } else {
826                format!("API key configured for {}", api_url)
827            }
828        };
829
830        if self.load_credentials_task.is_some() {
831            div().child(Label::new("Loading credentials...")).into_any()
832        } else if self.should_render_api_key_editor(cx) {
833            v_flex()
834                .size_full()
835                .on_action(cx.listener(Self::save_api_key))
836                .child(Label::new("To use Zed's agent with Mistral, you need to add an API key. Follow these steps:"))
837                .child(
838                    List::new()
839                        .child(
840                            ListBulletItem::new("")
841                                .child(Label::new("Create one by visiting"))
842                                .child(ButtonLink::new("Mistral's console", "https://console.mistral.ai/api-keys"))
843                        )
844                        .child(
845                            ListBulletItem::new("Ensure your Mistral account has credits")
846                        )
847                        .child(
848                            ListBulletItem::new("Paste your API key below and hit enter to start using the assistant")
849                        ),
850                )
851                .child(self.api_key_editor.clone())
852                .child(
853                    Label::new(
854                        format!("You can also set the {API_KEY_ENV_VAR_NAME} environment variable and restart Zed."),
855                    )
856                    .size(LabelSize::Small).color(Color::Muted),
857                )
858                .into_any()
859        } else {
860            v_flex()
861                .size_full()
862                .gap_1()
863                .child(
864                    ConfiguredApiCard::new(configured_card_label)
865                        .disabled(env_var_set)
866                        .on_click(cx.listener(|this, _, window, cx| this.reset_api_key(window, cx)))
867                        .when(env_var_set, |this| {
868                            this.tooltip_label(format!(
869                                "To reset your API key, \
870                                unset the {API_KEY_ENV_VAR_NAME} environment variable."
871                            ))
872                        }),
873                )
874                .into_any()
875        }
876    }
877}
878
879#[cfg(test)]
880mod tests {
881    use super::*;
882    use language_model::{LanguageModelImage, LanguageModelRequestMessage, MessageContent};
883
884    #[test]
885    fn test_into_mistral_basic_conversion() {
886        let request = LanguageModelRequest {
887            messages: vec![
888                LanguageModelRequestMessage {
889                    role: Role::System,
890                    content: vec![MessageContent::Text("System prompt".into())],
891                    cache: false,
892                    reasoning_details: None,
893                },
894                LanguageModelRequestMessage {
895                    role: Role::User,
896                    content: vec![MessageContent::Text("Hello".into())],
897                    cache: false,
898                    reasoning_details: None,
899                },
900            ],
901            temperature: Some(0.5),
902            tools: vec![],
903            tool_choice: None,
904            thread_id: None,
905            prompt_id: None,
906            intent: None,
907            stop: vec![],
908            thinking_allowed: true,
909            bypass_rate_limit: false,
910        };
911
912        let mistral_request = into_mistral(request, mistral::Model::MistralSmallLatest, None);
913
914        assert_eq!(mistral_request.model, "mistral-small-latest");
915        assert_eq!(mistral_request.temperature, Some(0.5));
916        assert_eq!(mistral_request.messages.len(), 2);
917        assert!(mistral_request.stream);
918    }
919
920    #[test]
921    fn test_into_mistral_with_image() {
922        let request = LanguageModelRequest {
923            messages: vec![LanguageModelRequestMessage {
924                role: Role::User,
925                content: vec![
926                    MessageContent::Text("What's in this image?".into()),
927                    MessageContent::Image(LanguageModelImage {
928                        source: "base64data".into(),
929                        size: None,
930                    }),
931                ],
932                cache: false,
933                reasoning_details: None,
934            }],
935            tools: vec![],
936            tool_choice: None,
937            temperature: None,
938            thread_id: None,
939            prompt_id: None,
940            intent: None,
941            stop: vec![],
942            thinking_allowed: true,
943            bypass_rate_limit: false,
944        };
945
946        let mistral_request = into_mistral(request, mistral::Model::Pixtral12BLatest, None);
947
948        assert_eq!(mistral_request.messages.len(), 1);
949        assert!(matches!(
950            &mistral_request.messages[0],
951            mistral::RequestMessage::User {
952                content: mistral::MessageContent::Multipart { .. }
953            }
954        ));
955
956        if let mistral::RequestMessage::User {
957            content: mistral::MessageContent::Multipart { content },
958        } = &mistral_request.messages[0]
959        {
960            assert_eq!(content.len(), 2);
961            assert!(matches!(
962                &content[0],
963                mistral::MessagePart::Text { text } if text == "What's in this image?"
964            ));
965            assert!(matches!(
966                &content[1],
967                mistral::MessagePart::ImageUrl { image_url } if image_url.starts_with("data:image/png;base64,")
968            ));
969        }
970    }
971}