docs(semantic): add Hyde Code and Keywords strategy documentation

Added documentation for Hyde Code and Keywords strategy with detailed steps and code snippets.

docs/development/prompt-example.md

@@ -1,7 +1,8 @@
 ---
 layout: default
-title: Prompt Example
+title: Unit Test Prompt Example
 nav_order: 999
+parent: Development
 ---
 
 ```devin

docs/semantic/hyde-code-strategy.md

@@ -0,0 +1,43 @@
+---
+layout: default
+title: Hyde Code Strategy
+nav_order: 3
+parent: Semantic
+---
+
+Code file: HydeCodeStrategy.ts
+
+1. generate hyde doc code from the user query
+2. retrieve code snippets by hyde code from the codebase
+3. summarize the code snippets and return the result
+
+```typescript
+		channel.appendLine("=".repeat(80));
+channel.appendLine(`= Hyde Keywords Strategy: ${this.constructor.name} =`);
+channel.appendLine("=".repeat(80));
+
+this.step = HydeStep.Propose;
+let documents = await this.generateDocument();
+let hydeCode = documents.content;
+
+this.step = HydeStep.Retrieve;
+let chunks = await this.retrieveChunks(hydeCode);
+
+this.step = HydeStep.Evaluate;
+let evaluateContext: KeywordEvaluateContext = {
+	step: this.step,
+	question: this.query,
+	code: chunks.map(item => item.text).join("\n"),
+	language: ""
+};
+
+if (chunks.length === 0) {
+	channel.appendLine("No code snippets found.");
+	return new StrategyOutput("", []);
+}
+
+channel.appendLine("\n");
+channel.appendLine(" --- Summary --- ");
+let evaluateIns = await PromptManager.getInstance().renderHydeTemplate(this.step, this.documentType, evaluateContext);
+return new StrategyOutput(await executeIns(evaluateIns), chunks);
+```

docs/semantic/hyde-keywords-strategy.md

@@ -0,0 +1,40 @@
+---
+layout: default
+title: Hyde Keywords Strategy
+nav_order: 2
+parent: Semantic
+---
+
+Code file: HydeKeywordsStrategy.ts
+
+1. generate keywords from the user query
+2. retrieve code snippets by query from the codebase
+3. summarize the code snippets and return the result
+
+```typescript
+this.step = HydeStep.Propose;
+let documents = await this.generateDocument();
+let keywords = documents.content;
+
+this.step = HydeStep.Retrieve;
+let queryTerm = this.createQueryTerm(keywords);
+let chunkItems = await this.retrieveChunks(queryTerm);
+
+this.step = HydeStep.Evaluate;
+let evaluateContext: KeywordEvaluateContext = {
+	step: this.step,
+	question: keywords.question,
+	code: chunkItems.map(item => item.text).join("\n"),
+	language: ""
+};
+
+if (chunkItems.length === 0) {
+	channel.appendLine("No code snippets found.");
+	return new StrategyOutput("", []);
+}
+
+channel.appendLine("\n");
+channel.appendLine(" --- Summary --- ");
+let evaluateIns = await PromptManager.getInstance().renderHydeTemplate(this.step, this.documentType, evaluateContext);
+return new StrategyOutput(await executeIns(evaluateIns), chunkItems);
+```

docs/semantic/rag-strategy.md

@@ -20,6 +20,6 @@ parent: Semantic
 
 ### Our Strategy
 
-- HydeCodeStrategy
-- HydeKeywordsStrategy
+- HydeCodeStrategy reference to GitHub Copilot
+- HydeKeywordsStrategy reference to Bloop: HydeDoc
 

src/code-search/search-strategy/HydeCodeStrategy.ts

@@ -1,5 +1,5 @@
 import { ChunkItem } from "../embedding/_base/Embedding";
-import { HydeQuery, HydeStrategy } from "./_base/HydeStrategy";
+import { executeIns, HydeQuery, HydeStrategy } from "./_base/HydeStrategy";
 import { HydeDocument, HydeDocumentType } from "./_base/HydeDocument";
 import { AutoDevExtension } from "../../AutoDevExtension";
 import { ChatMessage } from "../../llm-provider/ChatMessage";
@@ -9,8 +9,7 @@ import { channel } from "../../channel";
 import { LocalEmbeddingProvider } from "../embedding/LocalEmbeddingProvider";
 import { DefaultRetrieval } from "../retrieval/DefaultRetrieval";
 import { ContextItem, RetrieveOption } from "../retrieval/Retrieval";
-import { TextRange } from "../scope-graph/model/TextRange";
-import { executeIns, KeywordEvaluateContext, KeywordsProposeContext } from "./HydeKeywordsStrategy";
+import { KeywordEvaluateContext, KeywordsProposeContext } from "./HydeKeywordsStrategy";
 import { StreamingMarkdownCodeBlock } from "../../markdown/StreamingMarkdownCodeBlock";
 import { StrategyOutput } from "./_base/StrategyOutput";
 

src/code-search/search-strategy/HydeKeywordsStrategy.ts

@@ -1,4 +1,4 @@
-import { HydeQuery, HydeStrategy } from "./_base/HydeStrategy";
+import { executeIns, HydeQuery, HydeStrategy } from "./_base/HydeStrategy";
 import { ChunkItem } from "../embedding/_base/Embedding";
 import { HydeDocument, HydeDocumentType } from "./_base/HydeDocument";
 import { PromptManager } from "../../prompt-manage/PromptManager";
@@ -8,35 +8,11 @@ import { ChatMessage } from "../../llm-provider/ChatMessage";
 import { HydeKeywords } from "./_base/HydeKeywords";
 import { DefaultRetrieval } from "../retrieval/DefaultRetrieval";
 import { AutoDevExtension } from "../../AutoDevExtension";
-import { CustomActionPrompt } from "../../prompt-manage/custom-action/CustomActionPrompt";
-import { AutoDevStatus, AutoDevStatusManager } from "../../editor/editor-api/AutoDevStatusManager";
-import { LlmProvider } from "../../llm-provider/LlmProvider";
 import { channel } from "../../channel";
 import { LocalEmbeddingProvider } from "../embedding/LocalEmbeddingProvider";
 import { ContextItem, RetrieveOption } from "../retrieval/Retrieval";
 import { StrategyOutput } from "./_base/StrategyOutput";
 
-export async function executeIns(instruction: string) {
-	console.log("\ninstruction: \n" + instruction);
-	let result = "";
-	try {
-		let chatMessages = CustomActionPrompt.parseChatMessage(instruction);
-		AutoDevStatusManager.instance.setStatus(AutoDevStatus.InProgress);
-		let response = await LlmProvider.codeCompletion()._streamChat(chatMessages);
-		for await (let chatMessage of response) {
-			channel.append(chatMessage.content);
-			result += chatMessage.content;
-		}
-
-		AutoDevStatusManager.instance.setStatus(AutoDevStatus.Done);
-		return result;
-	} catch (e) {
-		console.log("error:" + e);
-		AutoDevStatusManager.instance.setStatus(AutoDevStatus.Error);
-		return "";
-	}
-}
-
 /**
  * The `HydeKeywordsStrategy` class is a part of the Hyde Strategy pattern and is used to generate keywords from a query.
  * These keywords are then used to retrieve similar code by symbols.

src/code-search/search-strategy/_base/HydeStrategy.ts

@@ -1,6 +1,10 @@
 import { ChunkItem, Embedding } from "../../embedding/_base/Embedding";
 import { HydeDocument, HydeDocumentType } from "./HydeDocument";
 import { StrategyOutput } from "./StrategyOutput";
+import { CustomActionPrompt } from "../../../prompt-manage/custom-action/CustomActionPrompt";
+import { AutoDevStatus, AutoDevStatusManager } from "../../../editor/editor-api/AutoDevStatusManager";
+import { LlmProvider } from "../../../llm-provider/LlmProvider";
+import { channel } from "../../../channel";
 
 export type HydeQuery = string | RegExp | Embedding;
 
@@ -64,3 +68,23 @@ export interface HydeStrategy<T> {
 	execute(): Promise<StrategyOutput>;
 }
 
+export async function executeIns(instruction: string) {
+	console.log("\ninstruction: \n" + instruction);
+	let result = "";
+	try {
+		let chatMessages = CustomActionPrompt.parseChatMessage(instruction);
+		AutoDevStatusManager.instance.setStatus(AutoDevStatus.InProgress);
+		let response = await LlmProvider.codeCompletion()._streamChat(chatMessages);
+		for await (let chatMessage of response) {
+			channel.append(chatMessage.content);
+			result += chatMessage.content;
+		}
+
+		AutoDevStatusManager.instance.setStatus(AutoDevStatus.Done);
+		return result;
+	} catch (e) {
+		console.log("error:" + e);
+		AutoDevStatusManager.instance.setStatus(AutoDevStatus.Error);
+		return "";
+	}
+}