language_model.rs

  1mod model;
  2pub mod provider;
  3mod rate_limiter;
  4mod registry;
  5mod request;
  6mod role;
  7pub mod settings;
  8
  9use anyhow::Result;
 10use client::{Client, UserStore};
 11use futures::{future::BoxFuture, stream::BoxStream};
 12use gpui::{
 13    AnyElement, AnyView, AppContext, AsyncAppContext, Model, SharedString, Task, WindowContext,
 14};
 15pub use model::*;
 16use project::Fs;
 17use proto::Plan;
 18pub(crate) use rate_limiter::*;
 19pub use registry::*;
 20pub use request::*;
 21pub use role::*;
 22use schemars::JsonSchema;
 23use serde::de::DeserializeOwned;
 24use std::{future::Future, sync::Arc};
 25use ui::IconName;
 26
 27pub fn init(
 28    user_store: Model<UserStore>,
 29    client: Arc<Client>,
 30    fs: Arc<dyn Fs>,
 31    cx: &mut AppContext,
 32) {
 33    settings::init(fs, cx);
 34    registry::init(user_store, client, cx);
 35}
 36
 37/// The availability of a [`LanguageModel`].
 38#[derive(Debug, PartialEq, Eq, Clone, Copy)]
 39pub enum LanguageModelAvailability {
 40    /// The language model is available to the general public.
 41    Public,
 42    /// The language model is available to users on the indicated plan.
 43    RequiresPlan(Plan),
 44}
 45
 46pub trait LanguageModel: Send + Sync {
 47    fn id(&self) -> LanguageModelId;
 48    fn name(&self) -> LanguageModelName;
 49    fn provider_id(&self) -> LanguageModelProviderId;
 50    fn provider_name(&self) -> LanguageModelProviderName;
 51    fn telemetry_id(&self) -> String;
 52
 53    /// Returns the availability of this language model.
 54    fn availability(&self) -> LanguageModelAvailability {
 55        LanguageModelAvailability::Public
 56    }
 57
 58    fn max_token_count(&self) -> usize;
 59
 60    fn count_tokens(
 61        &self,
 62        request: LanguageModelRequest,
 63        cx: &AppContext,
 64    ) -> BoxFuture<'static, Result<usize>>;
 65
 66    fn stream_completion(
 67        &self,
 68        request: LanguageModelRequest,
 69        cx: &AsyncAppContext,
 70    ) -> BoxFuture<'static, Result<BoxStream<'static, Result<String>>>>;
 71
 72    fn use_any_tool(
 73        &self,
 74        request: LanguageModelRequest,
 75        name: String,
 76        description: String,
 77        schema: serde_json::Value,
 78        cx: &AsyncAppContext,
 79    ) -> BoxFuture<'static, Result<serde_json::Value>>;
 80
 81    #[cfg(any(test, feature = "test-support"))]
 82    fn as_fake(&self) -> &provider::fake::FakeLanguageModel {
 83        unimplemented!()
 84    }
 85}
 86
 87impl dyn LanguageModel {
 88    pub fn use_tool<T: LanguageModelTool>(
 89        &self,
 90        request: LanguageModelRequest,
 91        cx: &AsyncAppContext,
 92    ) -> impl 'static + Future<Output = Result<T>> {
 93        let schema = schemars::schema_for!(T);
 94        let schema_json = serde_json::to_value(&schema).unwrap();
 95        let request = self.use_any_tool(request, T::name(), T::description(), schema_json, cx);
 96        async move {
 97            let response = request.await?;
 98            Ok(serde_json::from_value(response)?)
 99        }
100    }
101}
102
103pub trait LanguageModelTool: 'static + DeserializeOwned + JsonSchema {
104    fn name() -> String;
105    fn description() -> String;
106}
107
108pub trait LanguageModelProvider: 'static {
109    fn id(&self) -> LanguageModelProviderId;
110    fn name(&self) -> LanguageModelProviderName;
111    fn icon(&self) -> IconName {
112        IconName::ZedAssistant
113    }
114    fn provided_models(&self, cx: &AppContext) -> Vec<Arc<dyn LanguageModel>>;
115    fn load_model(&self, _model: Arc<dyn LanguageModel>, _cx: &AppContext) {}
116    fn is_authenticated(&self, cx: &AppContext) -> bool;
117    fn authenticate(&self, cx: &mut AppContext) -> Task<Result<()>>;
118    fn configuration_view(&self, cx: &mut WindowContext) -> AnyView;
119    fn must_accept_terms(&self, _cx: &AppContext) -> bool {
120        false
121    }
122    fn render_accept_terms(&self, _cx: &mut WindowContext) -> Option<AnyElement> {
123        None
124    }
125    fn reset_credentials(&self, cx: &mut AppContext) -> Task<Result<()>>;
126}
127
128pub trait LanguageModelProviderState: 'static {
129    type ObservableEntity;
130
131    fn observable_entity(&self) -> Option<gpui::Model<Self::ObservableEntity>>;
132
133    fn subscribe<T: 'static>(
134        &self,
135        cx: &mut gpui::ModelContext<T>,
136        callback: impl Fn(&mut T, &mut gpui::ModelContext<T>) + 'static,
137    ) -> Option<gpui::Subscription> {
138        let entity = self.observable_entity()?;
139        Some(cx.observe(&entity, move |this, _, cx| {
140            callback(this, cx);
141        }))
142    }
143}
144
145#[derive(Clone, Eq, PartialEq, Hash, Debug, Ord, PartialOrd)]
146pub struct LanguageModelId(pub SharedString);
147
148#[derive(Clone, Eq, PartialEq, Hash, Debug, Ord, PartialOrd)]
149pub struct LanguageModelName(pub SharedString);
150
151#[derive(Clone, Eq, PartialEq, Hash, Debug, Ord, PartialOrd)]
152pub struct LanguageModelProviderId(pub SharedString);
153
154#[derive(Clone, Eq, PartialEq, Hash, Debug, Ord, PartialOrd)]
155pub struct LanguageModelProviderName(pub SharedString);
156
157impl From<String> for LanguageModelId {
158    fn from(value: String) -> Self {
159        Self(SharedString::from(value))
160    }
161}
162
163impl From<String> for LanguageModelName {
164    fn from(value: String) -> Self {
165        Self(SharedString::from(value))
166    }
167}
168
169impl From<String> for LanguageModelProviderId {
170    fn from(value: String) -> Self {
171        Self(SharedString::from(value))
172    }
173}
174
175impl From<String> for LanguageModelProviderName {
176    fn from(value: String) -> Self {
177        Self(SharedString::from(value))
178    }
179}