Resolve variables in prompt templates

packages/ai-code-completion/src/common/code-completion-agent.ts

@@ -69,7 +69,7 @@ export class CodeCompletionAgentImpl implements CodeCompletionAgent {
         const file = model.uri.toString(false);
         const language = model.getLanguageId();
 
-        const prompt = this.promptService.getPrompt('code-completion-prompt', { snippet, file, language });
+        const prompt = await this.promptService.getPrompt('code-completion-prompt', { snippet, file, language });
         if (!prompt) {
             console.error('No prompt found for code-completion-agent');
             return undefined;

packages/ai-core/src/common/__tests__/prompt-service.spec.ts → packages/ai-core/src/common/prompt-service.spec.ts

@@ -15,9 +15,11 @@
 // *****************************************************************************
 
 import 'reflect-metadata';
-import { Container } from 'inversify';
-import { PromptService, PromptServiceImpl } from '../prompt-service';
+
 import { expect } from 'chai';
+import { Container } from 'inversify';
+import { PromptService, PromptServiceImpl } from './prompt-service';
+import { DefaultAIVariableService, AIVariableService } from './variable-service';
 
 describe('PromptService', () => {
     let promptService: PromptService;
@@ -26,24 +28,34 @@ describe('PromptService', () => {
         const container = new Container();
         container.bind<PromptService>(PromptService).to(PromptServiceImpl).inSingletonScope();
 
+        const variableService = new DefaultAIVariableService({ getContributions: () => [] });
+        const nameVariable = { id: 'test', name: 'name', description: 'Test name ' };
+        variableService.registerResolver(nameVariable, {
+            canResolve: () => 100,
+            resolve: async () => ({ variable: nameVariable, value: 'Jane' })
+        });
+        container.bind<AIVariableService>(AIVariableService).toConstantValue(variableService);
+
         promptService = container.get<PromptService>(PromptService);
         promptService.storePrompt('1', 'Hello, ${name}!');
         promptService.storePrompt('2', 'Goodbye, ${name}!');
+        promptService.storePrompt('3', 'Ciao, ${invalid}!');
     });
 
     it('should initialize prompts from PromptCollectionService', () => {
         const allPrompts = promptService.getAllPrompts();
         expect(allPrompts['1'].template).to.equal('Hello, ${name}!');
         expect(allPrompts['2'].template).to.equal('Goodbye, ${name}!');
+        expect(allPrompts['3'].template).to.equal('Ciao, ${invalid}!');
     });
 
     it('should retrieve raw prompt by id', () => {
         const rawPrompt = promptService.getRawPrompt('1');
         expect(rawPrompt?.template).to.equal('Hello, ${name}!');
     });
 
-    it('should format prompt with provided arguments', () => {
-        const formattedPrompt = promptService.getPrompt('1', { name: 'John' });
+    it('should format prompt with provided arguments', async () => {
+        const formattedPrompt = await promptService.getPrompt('1', { name: 'John' });
         expect(formattedPrompt).to.equal('Hello, John!');
     });
 
@@ -52,4 +64,24 @@ describe('PromptService', () => {
         const newPrompt = promptService.getRawPrompt('3');
         expect(newPrompt?.template).to.equal('Welcome, ${name}!');
     });
+
+    it('should replace placeholders with provided arguments', async () => {
+        const prompt = await promptService.getPrompt('1', { name: 'John' });
+        expect(prompt).to.equal('Hello, John!');
+    });
+
+    it('should use variable service to resolve placeholders if argument value is not provided', async () => {
+        const prompt = await promptService.getPrompt('1');
+        expect(prompt).to.equal('Hello, Jane!');
+    });
+
+    it('should return the prompt even if there are no replacements', async () => {
+        const prompt = await promptService.getPrompt('3');
+        expect(prompt).to.equal('Ciao, ${invalid}!');
+    });
+
+    it('should return undefined if the prompt id is not found', async () => {
+        const prompt = await promptService.getPrompt('4');
+        expect(prompt).to.be.undefined;
+    });
 });

packages/ai-core/src/common/prompt-service.ts

@@ -17,6 +17,7 @@
 import { URI } from '@theia/core';
 import { inject, injectable, optional } from '@theia/core/shared/inversify';
 import { PromptTemplate } from './types';
+import { AIVariableService } from './variable-service';
 
 export interface PromptMap { [id: string]: PromptTemplate }
 
@@ -38,7 +39,7 @@ export interface PromptService {
      * @param id the id of the prompt
      * @param args the object with placeholders, mapping the placeholder key to the value
      */
-    getPrompt(id: string, args?: { [key: string]: unknown }): string | undefined;
+    getPrompt(id: string, args?: { [key: string]: unknown }): Promise<string | undefined>;
     /**
      * Manually add a prompt to the list of prompts.
      * @param id the id of the prompt
@@ -88,12 +89,16 @@ export interface PromptCustomizationService {
     getTemplateIDFromURI(uri: URI): string | undefined;
 }
 
+const PROMPT_VARIABLE_REGEX = /\$\{([\w_\-]+)\}/g;
+
 @injectable()
 export class PromptServiceImpl implements PromptService {
-
     @inject(PromptCustomizationService) @optional()
     protected readonly customizationService: PromptCustomizationService | undefined;
 
+    @inject(AIVariableService) @optional()
+    protected readonly variableService: AIVariableService | undefined;
+
     protected _prompts: PromptMap = {};
 
     getRawPrompt(id: string): PromptTemplate | undefined {
@@ -108,16 +113,23 @@ export class PromptServiceImpl implements PromptService {
     getDefaultRawPrompt(id: string): PromptTemplate | undefined {
         return this._prompts[id];
     }
-    getPrompt(id: string, args?: { [key: string]: unknown }): string | undefined {
+    async getPrompt(id: string, args?: { [key: string]: unknown }): Promise<string | undefined> {
         const prompt = this.getRawPrompt(id);
         if (prompt === undefined) {
             return undefined;
         }
-        if (args === undefined) {
-            return prompt.template;
-        }
-        const formattedPrompt = Object.keys(args).reduce((acc, key) => acc.replace(`\${${key}}`, args[key] as string), prompt.template);
-        return formattedPrompt;
+
+        const matches = [...prompt.template.matchAll(PROMPT_VARIABLE_REGEX)];
+        const replacements = await Promise.all(matches.map(async match => {
+            const key = match[1];
+            return {
+                placeholder: match[0],
+                value: String(args?.[key] ?? (await this.variableService?.resolveVariable(key, {}))?.value ?? match[0])
+            };
+        }));
+        let result = prompt.template;
+        replacements.forEach(replacement => result = result.replace(replacement.placeholder, replacement.value));
+        return result;
     }
     getAllPrompts(): PromptMap {
         if (this.customizationService !== undefined) {

packages/ai-terminal/src/browser/ai-terminal-agent.ts

@@ -119,8 +119,8 @@ recent-terminal-contents:
         }
         const lm = lms[0];
 
-        const systemPrompt = this.promptService.getPrompt('ai-terminal:system-prompt', input);
-        const userPrompt = this.promptService.getPrompt('ai-terminal:user-prompt', input);
+        const systemPrompt = await this.promptService.getPrompt('ai-terminal:system-prompt', input);
+        const userPrompt = await this.promptService.getPrompt('ai-terminal:user-prompt', input);
         if (!systemPrompt || !userPrompt) {
             this.logger.error('The prompt service didn\'t return prompts for the AI Terminal Agent.');
             return [];