Merge pull request #108 from olasunkanmi-SE/GROK-b

Grok b

Author: olasunkanmi-SE

src/events/event-generator.ts

@@ -6,18 +6,15 @@ import * as vscode from "vscode";
 import { APP_CONFIG, COMMON, generativeAiModel } from "../constant";
 import { AnthropicWebViewProvider } from "../providers/anthropic-web-view-provider";
 import { GeminiWebViewProvider } from "../providers/gemini-web-view-provider";
-import {
-  GroqWebViewProvider,
-  IHistory,
-} from "../providers/groq-web-view-provider";
+import { GroqWebViewProvider } from "../providers/groq-web-view-provider";
+import { MemoryCache } from "../services/memory";
 import {
   createAnthropicClient,
   getConfigValue,
   getLatestChatHistory,
   getXGroKBaseURL,
   vscodeErrorMessage,
 } from "../utils";
-import { MemoryCache } from "../services/memory";
 
 interface IEventGenerator {
   getApplicationConfig(configKey: string): string | undefined;

src/events/optimize.ts

@@ -9,15 +9,39 @@ export class OptimizeCode extends EventGenerator {
 
   generatePrompt() {
     const PROMPT = `
-        As an AI-powered code optimization assistant, your task is to improve the performance and efficiency of the provided code snippet. Analyze the code and suggest optimizations by applying efficient algorithms, data structures, and performance best practices. Focus on the following aspects:
-        Time Complexity: Identify inefficient algorithms or code patterns that can be optimized. Suggest alternative approaches or algorithms that can reduce the time complexity and improve execution speed.
-        Space Complexity: Analyze the code's memory usage and identify opportunities to optimize memory consumption. Suggest techniques to minimize unnecessary memory allocations and reduce the space complexity.
-        Resource Utilization: Examine how the code utilizes system resources such as CPU, I/O operations, or network calls. Propose optimizations to minimize resource overhead and improve overall efficiency.
-        Caching and Memoization: Identify computations or function calls that can benefit from caching or memoization. Suggest ways to store and reuse previously computed results to avoid redundant calculations.
-        Parallelization and Concurrency: Identify portions of the code that can be parallelized or executed concurrently to leverage multi-core processors or distributed systems. Propose appropriate parallelization techniques or libraries to improve performance.
-        Error Handling, check if the code is handling potential errors, and suggest the right approach
-        Please provide the optimized code along with explainations for each significant optimization made. Justify how the optimizations improve the code's performance and efficiency. If trade-offs are involved, discuss the benefits and drawbacks of each optimization approach.
-        Respond based on the programming language of the requested code. Unless stated otherwise.
+                  As an AI-powered code optimization assistant, your task is to analyze and enhance the performance and efficiency of the provided code snippet. Review the code and suggest improvements focusing on computational efficiency, resource utilization, and execution speed. Consider the following aspects:
+                  Algorithmic Efficiency:
+                  Analyze time and space complexity
+                  Suggest more efficient algorithms or data structures
+                  Identify and eliminate redundant operations
+                  Optimize loops and conditional statements
+                  Resource Management:
+                  Improve memory usage and allocation
+                  Optimize CPU utilization
+                  Enhance cache efficiency
+                  Reduce I/O operations where possible
+                  Performance Bottlenecks:
+                  Identify performance-critical sections
+                  Suggest parallel processing opportunities
+                  Recommend appropriate concurrency patterns
+                  Address potential scalability issues
+                  Language-Specific Optimizations:
+                  Apply language-specific best practices
+                  Utilize built-in optimized functions
+                  Implement appropriate compiler directives
+                  Leverage language features for better performance
+                  Trade-offs Analysis:
+                  Evaluate performance vs. readability trade-offs
+                  Consider space-time complexity trade-offs
+                  Assess optimization impact on maintainability
+                  Provide benchmarking suggestions
+                  Please provide:
+                  The optimized code version
+                  Detailed explanations of optimization techniques applied
+                  Expected performance improvements
+                  Any potential trade-offs or considerations
+                  Benchmarking recommendations where applicable
+                  Base your response on the specific programming language used in the code and consider the context and constraints of the implementation environment.
 `;
     return PROMPT;
   }

src/services/chat-manager.ts

@@ -22,6 +22,8 @@ import {
  * This class is responsible for handling chat-related operations,
  * such as sending and receiving messages, and interacting with the Groq web view provider.
  */
+
+// The chatManager only caters for send to code buddy event. This should be deprecated.
 export class ChatManager {
   private readonly _context: vscode.ExtensionContext;
   private readonly geminiApiKey: string;