agent: Include grep-related instructions in the prompt only if the tool is available (#29536)
This change updates the system prompt to conditionally include `grep`-related instructions based on whether the `grep` tool is enabled. Implementation details: 1. Add a `has_tool` handlebars helper. 2. Pass the `model` to all locations where the prompt is built. 3. Use `{{#if has_tool "grep"}}` in the system prompt to gate `grep`-specific instructions. Testing: - Unit tests for the `hasTool` helper. - Unit tests to verify that `grep`-related instructions are included / omitted from the prompt as appropriate. - Manual agent evaluation: - Setup: Asked the Agent "List all impls of MyTrait in the project" using a custom "No tools" profile (all tools disabled). - Before the change: The Agent attempted to call `grep`, encountered an error, then realized the tool was unavailable. - After the change: The Agent immediately asked to enable a search tool. Note: in principle, `grep`/`read_file` tool descriptions alone might be enough, but to confirm this we need more evaluation. If it turns out to be true, we'll be able to remove grep-specific instructions from the system prompt and undo this change. Release Notes: - N/A
This commit is contained in:
parent
0e477e7db9
commit
99df1190a9
5 changed files with 209 additions and 46 deletions
1
Cargo.lock
generated
1
Cargo.lock
generated
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@ -11114,6 +11114,7 @@ dependencies = [
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"paths",
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"rope",
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"serde",
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"serde_json",
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"text",
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"util",
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"uuid",
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@ -27,13 +27,14 @@ If appropriate, use tool calls to explore the current project, which contains th
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- `{{root_name}}`
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{{/each}}
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- Bias towards not asking the user for help if you can find the answer yourself.
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- When providing paths to tools, the path should always begin with a path that starts with a project root directory listed above.
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- Before you read or edit a file, you must first find the full path. DO NOT ever guess a file path!
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{{# if (has_tool 'grep') }}
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- When looking for symbols in the project, prefer the `grep` tool.
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- As you learn about the structure of the project, use that information to scope `grep` searches to targeted subtrees of the project.
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- Bias towards not asking the user for help if you can find the answer yourself.
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{{! TODO: Only mention tools if they are enabled }}
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- The user might specify a partial file path. If you don't know the full path, use `find_path` (not `grep`) before you read the file.
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- Before you read or edit a file, you must first find the full path. DO NOT ever guess a file path!
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{{/if}}
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## Fixing Diagnostics
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@ -26,7 +26,7 @@ use language_model::{
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};
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use project::Project;
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use project::git_store::{GitStore, GitStoreCheckpoint, RepositoryState};
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use prompt_store::PromptBuilder;
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use prompt_store::{ModelContext, PromptBuilder};
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use proto::Plan;
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use schemars::JsonSchema;
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use serde::{Deserialize, Serialize};
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@ -740,6 +740,32 @@ impl Thread {
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self.tool_use.tool_result_card(id).cloned()
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}
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/// Return tools that are both enabled and supported by the model
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pub fn available_tools(
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&self,
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cx: &App,
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model: Arc<dyn LanguageModel>,
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) -> Vec<LanguageModelRequestTool> {
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if model.supports_tools() {
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self.tools()
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.read(cx)
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.enabled_tools(cx)
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.into_iter()
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.filter_map(|tool| {
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// Skip tools that cannot be supported
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let input_schema = tool.input_schema(model.tool_input_format()).ok()?;
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Some(LanguageModelRequestTool {
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name: tool.name(),
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description: tool.description(),
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input_schema,
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})
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})
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.collect()
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} else {
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Vec::default()
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}
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}
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pub fn insert_user_message(
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&mut self,
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text: impl Into<String>,
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@ -941,30 +967,7 @@ impl Thread {
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self.remaining_turns -= 1;
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let mut request = self.to_completion_request(cx);
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request.mode = if model.supports_max_mode() {
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self.completion_mode
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} else {
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None
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};
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if model.supports_tools() {
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request.tools = self
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.tools()
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.read(cx)
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.enabled_tools(cx)
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.into_iter()
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.filter_map(|tool| {
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// Skip tools that cannot be supported
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let input_schema = tool.input_schema(model.tool_input_format()).ok()?;
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Some(LanguageModelRequestTool {
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name: tool.name(),
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description: tool.description(),
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input_schema,
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})
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})
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.collect();
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}
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let request = self.to_completion_request(model.clone(), cx);
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self.stream_completion(request, model, window, cx);
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}
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@ -981,7 +984,11 @@ impl Thread {
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false
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}
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pub fn to_completion_request(&self, cx: &mut Context<Self>) -> LanguageModelRequest {
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pub fn to_completion_request(
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&self,
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model: Arc<dyn LanguageModel>,
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cx: &mut Context<Self>,
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) -> LanguageModelRequest {
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let mut request = LanguageModelRequest {
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thread_id: Some(self.id.to_string()),
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prompt_id: Some(self.last_prompt_id.to_string()),
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@ -992,10 +999,20 @@ impl Thread {
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temperature: None,
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};
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let available_tools = self.available_tools(cx, model.clone());
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let available_tool_names = available_tools
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.iter()
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.map(|tool| tool.name.clone())
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.collect();
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let model_context = &ModelContext {
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available_tools: available_tool_names,
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};
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if let Some(project_context) = self.project_context.borrow().as_ref() {
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match self
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.prompt_builder
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.generate_assistant_system_prompt(project_context)
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.generate_assistant_system_prompt(project_context, model_context)
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{
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Err(err) => {
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let message = format!("{err:?}").into();
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@ -1075,6 +1092,13 @@ impl Thread {
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self.attached_tracked_files_state(&mut request.messages, cx);
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request.tools = available_tools;
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request.mode = if model.supports_max_mode() {
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self.completion_mode
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} else {
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None
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};
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request
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}
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@ -1376,7 +1400,7 @@ impl Thread {
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match result.as_ref() {
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Ok(stop_reason) => match stop_reason {
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StopReason::ToolUse => {
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let tool_uses = thread.use_pending_tools(window, cx);
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let tool_uses = thread.use_pending_tools(window, cx, model.clone());
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cx.emit(ThreadEvent::UsePendingTools { tool_uses });
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}
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StopReason::EndTurn => {}
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@ -1594,9 +1618,10 @@ impl Thread {
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&mut self,
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window: Option<AnyWindowHandle>,
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cx: &mut Context<Self>,
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model: Arc<dyn LanguageModel>,
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) -> Vec<PendingToolUse> {
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self.auto_capture_telemetry(cx);
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let request = self.to_completion_request(cx);
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let request = self.to_completion_request(model, cx);
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let messages = Arc::new(request.messages);
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let pending_tool_uses = self
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.tool_use
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@ -2316,9 +2341,11 @@ mod tests {
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use super::*;
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use crate::{ThreadStore, context::load_context, context_store::ContextStore, thread_store};
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use assistant_settings::AssistantSettings;
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use assistant_tool::ToolRegistry;
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use context_server::ContextServerSettings;
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use editor::EditorSettings;
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use gpui::TestAppContext;
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use language_model::fake_provider::FakeLanguageModel;
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use project::{FakeFs, Project};
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use prompt_store::PromptBuilder;
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use serde_json::json;
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@ -2338,7 +2365,7 @@ mod tests {
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)
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.await;
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let (_workspace, _thread_store, thread, context_store) =
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let (_workspace, _thread_store, thread, context_store, model) =
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setup_test_environment(cx, project.clone()).await;
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add_file_to_context(&project, &context_store, "test/code.rs", cx)
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@ -2389,7 +2416,9 @@ fn main() {{
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assert_eq!(message.loaded_context.text, expected_context);
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// Check message in request
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let request = thread.update(cx, |thread, cx| thread.to_completion_request(cx));
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let request = thread.update(cx, |thread, cx| {
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thread.to_completion_request(model.clone(), cx)
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});
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assert_eq!(request.messages.len(), 2);
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let expected_full_message = format!("{}Please explain this code", expected_context);
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@ -2410,7 +2439,7 @@ fn main() {{
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)
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.await;
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let (_, _thread_store, thread, context_store) =
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let (_, _thread_store, thread, context_store, model) =
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setup_test_environment(cx, project.clone()).await;
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// First message with context 1
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@ -2481,7 +2510,9 @@ fn main() {{
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assert!(message3.loaded_context.text.contains("file3.rs"));
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// Check entire request to make sure all contexts are properly included
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let request = thread.update(cx, |thread, cx| thread.to_completion_request(cx));
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let request = thread.update(cx, |thread, cx| {
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thread.to_completion_request(model.clone(), cx)
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});
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// The request should contain all 3 messages
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assert_eq!(request.messages.len(), 4);
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@ -2510,7 +2541,7 @@ fn main() {{
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)
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.await;
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let (_, _thread_store, thread, _context_store) =
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let (_, _thread_store, thread, _context_store, model) =
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setup_test_environment(cx, project.clone()).await;
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// Insert user message without any context (empty context vector)
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@ -2536,7 +2567,9 @@ fn main() {{
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assert_eq!(message.loaded_context.text, "");
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// Check message in request
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let request = thread.update(cx, |thread, cx| thread.to_completion_request(cx));
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let request = thread.update(cx, |thread, cx| {
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thread.to_completion_request(model.clone(), cx)
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});
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assert_eq!(request.messages.len(), 2);
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assert_eq!(
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@ -2559,7 +2592,9 @@ fn main() {{
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assert_eq!(message2.loaded_context.text, "");
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// Check that both messages appear in the request
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let request = thread.update(cx, |thread, cx| thread.to_completion_request(cx));
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let request = thread.update(cx, |thread, cx| {
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thread.to_completion_request(model.clone(), cx)
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});
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assert_eq!(request.messages.len(), 3);
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assert_eq!(
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@ -2582,7 +2617,7 @@ fn main() {{
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)
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.await;
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let (_workspace, _thread_store, thread, context_store) =
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let (_workspace, _thread_store, thread, context_store, model) =
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setup_test_environment(cx, project.clone()).await;
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// Open buffer and add it to context
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@ -2601,7 +2636,9 @@ fn main() {{
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});
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// Create a request and check that it doesn't have a stale buffer warning yet
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let initial_request = thread.update(cx, |thread, cx| thread.to_completion_request(cx));
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let initial_request = thread.update(cx, |thread, cx| {
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thread.to_completion_request(model.clone(), cx)
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});
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// Make sure we don't have a stale file warning yet
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let has_stale_warning = initial_request.messages.iter().any(|msg| {
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@ -2634,7 +2671,9 @@ fn main() {{
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});
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// Create a new request and check for the stale buffer warning
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let new_request = thread.update(cx, |thread, cx| thread.to_completion_request(cx));
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let new_request = thread.update(cx, |thread, cx| {
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thread.to_completion_request(model.clone(), cx)
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});
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// We should have a stale file warning as the last message
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let last_message = new_request
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@ -2667,6 +2706,7 @@ fn main() {{
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ThemeSettings::register(cx);
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ContextServerSettings::register(cx);
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EditorSettings::register(cx);
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ToolRegistry::default_global(cx);
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});
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}
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|
@ -2688,6 +2728,7 @@ fn main() {{
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Entity<ThreadStore>,
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Entity<Thread>,
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Entity<ContextStore>,
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Arc<dyn LanguageModel>,
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) {
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let (workspace, cx) =
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cx.add_window_view(|window, cx| Workspace::test_new(project.clone(), window, cx));
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|
@ -2708,7 +2749,10 @@ fn main() {{
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let thread = thread_store.update(cx, |store, cx| store.create_thread(cx));
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let context_store = cx.new(|_cx| ContextStore::new(project.downgrade(), None));
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(workspace, thread_store, thread, context_store)
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let model = FakeLanguageModel::default();
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let model: Arc<dyn LanguageModel> = Arc::new(model);
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(workspace, thread_store, thread, context_store, model)
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}
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async fn add_file_to_context(
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|
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|
@ -28,6 +28,7 @@ parking_lot.workspace = true
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paths.workspace = true
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rope.workspace = true
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serde.workspace = true
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serde_json.workspace = true
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text.workspace = true
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util.workspace = true
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uuid.workspace = true
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|
|
|
@ -48,6 +48,20 @@ impl ProjectContext {
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}
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}
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#[derive(Debug, Clone, Serialize)]
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pub struct ModelContext {
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pub available_tools: Vec<String>,
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}
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#[derive(Serialize)]
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struct PromptTemplateContext {
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#[serde(flatten)]
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project: ProjectContext,
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#[serde(flatten)]
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model: ModelContext,
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}
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#[derive(Debug, Clone, Serialize)]
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pub struct UserRulesContext {
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pub uuid: UserPromptId,
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|
@ -124,9 +138,40 @@ impl PromptBuilder {
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.unwrap_or_else(|| Arc::new(Self::new(None).unwrap()))
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}
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/// Helper function for handlebars templates to check if a specific tool is enabled
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fn has_tool_helper(
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h: &handlebars::Helper,
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_: &Handlebars,
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ctx: &handlebars::Context,
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_: &mut handlebars::RenderContext,
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out: &mut dyn handlebars::Output,
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) -> handlebars::HelperResult {
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let tool_name = h.param(0).and_then(|v| v.value().as_str()).ok_or_else(|| {
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handlebars::RenderError::new("has_tool helper: missing or invalid tool name parameter")
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})?;
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let enabled_tools = ctx
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.data()
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.get("available_tools")
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.and_then(|v| v.as_array())
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.map(|arr| arr.iter().filter_map(|v| v.as_str()).collect::<Vec<&str>>())
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.ok_or_else(|| {
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handlebars::RenderError::new(
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"has_tool handlebars helper: available_tools not found or not an array",
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)
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})?;
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|
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if enabled_tools.contains(&tool_name) {
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out.write("true")?;
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}
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Ok(())
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}
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pub fn new(loading_params: Option<PromptLoadingParams>) -> Result<Self> {
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let mut handlebars = Handlebars::new();
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Self::register_built_in_templates(&mut handlebars)?;
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handlebars.register_helper("has_tool", Box::new(Self::has_tool_helper));
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let handlebars = Arc::new(Mutex::new(handlebars));
|
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|
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|
@ -278,10 +323,16 @@ impl PromptBuilder {
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pub fn generate_assistant_system_prompt(
|
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&self,
|
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context: &ProjectContext,
|
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model_context: &ModelContext,
|
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) -> Result<String, RenderError> {
|
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let template_context = PromptTemplateContext {
|
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project: context.clone(),
|
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model: model_context.clone(),
|
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};
|
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|
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self.handlebars
|
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.lock()
|
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.render("assistant_system_prompt", context)
|
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.render("assistant_system_prompt", &template_context)
|
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}
|
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|
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pub fn generate_inline_transformation_prompt(
|
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|
@ -398,6 +449,7 @@ impl PromptBuilder {
|
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#[cfg(test)]
|
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mod test {
|
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use super::*;
|
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use serde_json;
|
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use uuid::Uuid;
|
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|
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#[test]
|
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|
@ -416,9 +468,73 @@ mod test {
|
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contents: "Rules contents".into(),
|
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}];
|
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let project_context = ProjectContext::new(worktrees, default_user_rules);
|
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PromptBuilder::new(None)
|
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let model_context = ModelContext {
|
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available_tools: ["grep".into()].to_vec(),
|
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};
|
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let prompt = PromptBuilder::new(None)
|
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.unwrap()
|
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.generate_assistant_system_prompt(&project_context)
|
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.generate_assistant_system_prompt(&project_context, &model_context)
|
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.unwrap();
|
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assert!(
|
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prompt.contains("Rules contents"),
|
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"Expected default user rules to be in rendered prompt"
|
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);
|
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}
|
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|
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#[test]
|
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fn test_assistant_system_prompt_depends_on_enabled_tools() {
|
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let worktrees = vec![WorktreeContext {
|
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root_name: "path".into(),
|
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rules_file: None,
|
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}];
|
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let default_user_rules = vec![];
|
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let project_context = ProjectContext::new(worktrees, default_user_rules);
|
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let prompt_builder = PromptBuilder::new(None).unwrap();
|
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|
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// When the `grep` tool is enabled, it should be mentioned in the prompt
|
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let model_context = ModelContext {
|
||||
available_tools: ["grep".into()].to_vec(),
|
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};
|
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let prompt_with_grep = prompt_builder
|
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.generate_assistant_system_prompt(&project_context, &model_context)
|
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.unwrap();
|
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assert!(
|
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prompt_with_grep.contains("grep"),
|
||||
"`grep` tool should be mentioned in prompt when the tool is enabled"
|
||||
);
|
||||
|
||||
// When the `grep` tool is disabled, it should not be mentioned in the prompt
|
||||
let model_context = ModelContext {
|
||||
available_tools: [].to_vec(),
|
||||
};
|
||||
let prompt_without_grep = prompt_builder
|
||||
.generate_assistant_system_prompt(&project_context, &model_context)
|
||||
.unwrap();
|
||||
assert!(
|
||||
!prompt_without_grep.contains("grep"),
|
||||
"`grep` tool should not be mentioned in prompt when the tool is disabled"
|
||||
);
|
||||
}
|
||||
|
||||
#[test]
|
||||
fn test_has_tool_helper() {
|
||||
let mut handlebars = Handlebars::new();
|
||||
handlebars.register_helper("has_tool", Box::new(PromptBuilder::has_tool_helper));
|
||||
handlebars
|
||||
.register_template_string(
|
||||
"test_template",
|
||||
"{{#if (has_tool 'grep')}}grep is enabled{{else}}grep is disabled{{/if}}",
|
||||
)
|
||||
.unwrap();
|
||||
|
||||
// grep available
|
||||
let data = serde_json::json!({"available_tools": ["grep", "fetch"]});
|
||||
let result = handlebars.render("test_template", &data).unwrap();
|
||||
assert_eq!(result, "grep is enabled");
|
||||
|
||||
// grep not available
|
||||
let data = serde_json::json!({"available_tools": ["terminal", "fetch"]});
|
||||
let result = handlebars.render("test_template", &data).unwrap();
|
||||
assert_eq!(result, "grep is disabled");
|
||||
}
|
||||
}
|
||||
|
|
Loading…
Add table
Add a link
Reference in a new issue