Add a slash command for automatically retrieving relevant context (#17972)
* [x] put this slash command behind a feature flag until we release embedding access to the general population * [x] choose a name for this slash command and name the rust module to match Release Notes: - N/A --------- Co-authored-by: Jason <jason@zed.dev> Co-authored-by: Richard <richard@zed.dev> Co-authored-by: Jason Mancuso <7891333+jvmncs@users.noreply.github.com> Co-authored-by: Richard Feldman <oss@rtfeldman.com>
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14 changed files with 683 additions and 223 deletions
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@ -1,90 +1,39 @@
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use super::{SlashCommand, SlashCommandOutput};
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use anyhow::{anyhow, Context, Result};
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use super::{
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create_label_for_command, search_command::add_search_result_section, SlashCommand,
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SlashCommandOutput,
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};
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use crate::PromptBuilder;
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use anyhow::{anyhow, Result};
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use assistant_slash_command::{ArgumentCompletion, SlashCommandOutputSection};
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use fs::Fs;
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use gpui::{AppContext, Model, Task, WeakView};
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use language::{BufferSnapshot, LspAdapterDelegate};
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use project::{Project, ProjectPath};
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use feature_flags::FeatureFlag;
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use gpui::{AppContext, Task, WeakView, WindowContext};
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use language::{Anchor, CodeLabel, LspAdapterDelegate};
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use language_model::{LanguageModelRegistry, LanguageModelTool};
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use schemars::JsonSchema;
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use semantic_index::SemanticDb;
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use serde::Deserialize;
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pub struct ProjectSlashCommandFeatureFlag;
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impl FeatureFlag for ProjectSlashCommandFeatureFlag {
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const NAME: &'static str = "project-slash-command";
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}
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use std::{
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fmt::Write,
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path::Path,
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fmt::Write as _,
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ops::DerefMut,
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sync::{atomic::AtomicBool, Arc},
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};
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use ui::prelude::*;
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use ui::{BorrowAppContext as _, IconName};
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use workspace::Workspace;
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pub(crate) struct ProjectSlashCommand;
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pub struct ProjectSlashCommand {
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prompt_builder: Arc<PromptBuilder>,
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}
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impl ProjectSlashCommand {
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async fn build_message(fs: Arc<dyn Fs>, path_to_cargo_toml: &Path) -> Result<String> {
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let buffer = fs.load(path_to_cargo_toml).await?;
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let cargo_toml: cargo_toml::Manifest = toml::from_str(&buffer)?;
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let mut message = String::new();
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writeln!(message, "You are in a Rust project.")?;
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if let Some(workspace) = cargo_toml.workspace {
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writeln!(
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message,
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"The project is a Cargo workspace with the following members:"
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)?;
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for member in workspace.members {
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writeln!(message, "- {member}")?;
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}
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if !workspace.default_members.is_empty() {
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writeln!(message, "The default members are:")?;
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for member in workspace.default_members {
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writeln!(message, "- {member}")?;
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}
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}
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if !workspace.dependencies.is_empty() {
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writeln!(
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message,
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"The following workspace dependencies are installed:"
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)?;
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for dependency in workspace.dependencies.keys() {
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writeln!(message, "- {dependency}")?;
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}
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}
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} else if let Some(package) = cargo_toml.package {
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writeln!(
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message,
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"The project name is \"{name}\".",
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name = package.name
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)?;
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let description = package
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.description
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.as_ref()
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.and_then(|description| description.get().ok().cloned());
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if let Some(description) = description.as_ref() {
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writeln!(message, "It describes itself as \"{description}\".")?;
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}
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if !cargo_toml.dependencies.is_empty() {
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writeln!(message, "The following dependencies are installed:")?;
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for dependency in cargo_toml.dependencies.keys() {
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writeln!(message, "- {dependency}")?;
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}
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}
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}
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Ok(message)
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}
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fn path_to_cargo_toml(project: Model<Project>, cx: &mut AppContext) -> Option<Arc<Path>> {
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let worktree = project.read(cx).worktrees(cx).next()?;
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let worktree = worktree.read(cx);
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let entry = worktree.entry_for_path("Cargo.toml")?;
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let path = ProjectPath {
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worktree_id: worktree.id(),
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path: entry.path.clone(),
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};
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Some(Arc::from(
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project.read(cx).absolute_path(&path, cx)?.as_path(),
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))
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pub fn new(prompt_builder: Arc<PromptBuilder>) -> Self {
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Self { prompt_builder }
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}
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}
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@ -93,12 +42,20 @@ impl SlashCommand for ProjectSlashCommand {
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"project".into()
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}
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fn label(&self, cx: &AppContext) -> CodeLabel {
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create_label_for_command("project", &[], cx)
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}
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fn description(&self) -> String {
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"insert project metadata".into()
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"Generate semantic searches based on the current context".into()
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}
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fn menu_text(&self) -> String {
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"Insert Project Metadata".into()
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"Project Context".into()
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}
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fn requires_argument(&self) -> bool {
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false
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}
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fn complete_argument(
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@ -108,46 +65,126 @@ impl SlashCommand for ProjectSlashCommand {
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_workspace: Option<WeakView<Workspace>>,
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_cx: &mut WindowContext,
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) -> Task<Result<Vec<ArgumentCompletion>>> {
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Task::ready(Err(anyhow!("this command does not require argument")))
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}
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fn requires_argument(&self) -> bool {
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false
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Task::ready(Ok(Vec::new()))
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}
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fn run(
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self: Arc<Self>,
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_arguments: &[String],
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_context_slash_command_output_sections: &[SlashCommandOutputSection<language::Anchor>],
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_context_buffer: BufferSnapshot,
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_context_slash_command_output_sections: &[SlashCommandOutputSection<Anchor>],
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context_buffer: language::BufferSnapshot,
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workspace: WeakView<Workspace>,
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_delegate: Option<Arc<dyn LspAdapterDelegate>>,
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cx: &mut WindowContext,
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) -> Task<Result<SlashCommandOutput>> {
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let output = workspace.update(cx, |workspace, cx| {
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let project = workspace.project().clone();
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let fs = workspace.project().read(cx).fs().clone();
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let path = Self::path_to_cargo_toml(project, cx);
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let output = cx.background_executor().spawn(async move {
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let path = path.with_context(|| "Cargo.toml not found")?;
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Self::build_message(fs, &path).await
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});
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let model_registry = LanguageModelRegistry::read_global(cx);
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let current_model = model_registry.active_model();
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let prompt_builder = self.prompt_builder.clone();
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cx.foreground_executor().spawn(async move {
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let text = output.await?;
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let range = 0..text.len();
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Ok(SlashCommandOutput {
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text,
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sections: vec![SlashCommandOutputSection {
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range,
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icon: IconName::FileTree,
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label: "Project".into(),
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let Some(workspace) = workspace.upgrade() else {
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return Task::ready(Err(anyhow::anyhow!("workspace was dropped")));
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};
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let project = workspace.read(cx).project().clone();
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let fs = project.read(cx).fs().clone();
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let Some(project_index) =
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cx.update_global(|index: &mut SemanticDb, cx| index.project_index(project, cx))
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else {
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return Task::ready(Err(anyhow::anyhow!("no project indexer")));
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};
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cx.spawn(|mut cx| async move {
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let current_model = current_model.ok_or_else(|| anyhow!("no model selected"))?;
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let prompt =
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prompt_builder.generate_project_slash_command_prompt(context_buffer.text())?;
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let search_queries = current_model
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.use_tool::<SearchQueries>(
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language_model::LanguageModelRequest {
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messages: vec![language_model::LanguageModelRequestMessage {
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role: language_model::Role::User,
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content: vec![language_model::MessageContent::Text(prompt)],
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cache: false,
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}],
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tools: vec![],
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stop: vec![],
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temperature: None,
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},
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cx.deref_mut(),
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)
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.await?
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.search_queries;
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let results = project_index
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.read_with(&cx, |project_index, cx| {
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project_index.search(search_queries.clone(), 25, cx)
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})?
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.await?;
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let results = SemanticDb::load_results(results, &fs, &cx).await?;
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cx.background_executor()
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.spawn(async move {
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let mut output = "Project context:\n".to_string();
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let mut sections = Vec::new();
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for (ix, query) in search_queries.into_iter().enumerate() {
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let start_ix = output.len();
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writeln!(&mut output, "Results for {query}:").unwrap();
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let mut has_results = false;
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for result in &results {
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if result.query_index == ix {
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add_search_result_section(result, &mut output, &mut sections);
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has_results = true;
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}
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}
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if has_results {
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sections.push(SlashCommandOutputSection {
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range: start_ix..output.len(),
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icon: IconName::MagnifyingGlass,
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label: query.into(),
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metadata: None,
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});
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output.push('\n');
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} else {
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output.truncate(start_ix);
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}
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}
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sections.push(SlashCommandOutputSection {
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range: 0..output.len(),
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icon: IconName::Book,
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label: "Project context".into(),
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metadata: None,
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}],
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run_commands_in_text: false,
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});
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Ok(SlashCommandOutput {
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text: output,
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sections,
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run_commands_in_text: true,
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})
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})
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})
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});
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output.unwrap_or_else(|error| Task::ready(Err(error)))
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.await
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})
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}
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}
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#[derive(JsonSchema, Deserialize)]
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struct SearchQueries {
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/// An array of semantic search queries.
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///
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/// These queries will be used to search the user's codebase.
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/// The function can only accept 4 queries, otherwise it will error.
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/// As such, it's important that you limit the length of the search_queries array to 5 queries or less.
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search_queries: Vec<String>,
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}
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impl LanguageModelTool for SearchQueries {
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fn name() -> String {
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"search_queries".to_string()
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}
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fn description() -> String {
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"Generate semantic search queries based on context".to_string()
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}
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}
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