BeelMind AI

Your AI Software Engineer in VS Code

BeelMind AI is an AI-powered coding assistant built as a Visual Studio Code extension. It works directly inside the developer's workspace and provides tools for code generation, code analysis, debugging, refactoring, testing, optimization, and project understanding.

The extension is designed to support developers throughout the development process while giving them control over how their code is processed. BeelMind AI supports local AI models through Ollama as well as OpenAI-compatible and custom endpoints.

Features

Code Generation

Generate code directly from the BeelMind AI sidebar. You can use it to create functions, components, modules, and other parts of an application.

Example:

Generate a React login component with form validation.

Code Analysis

BeelMind AI can analyze code and provide explanations about how different parts of a project work.

Example:

Explain this function step by step and identify possible improvements.

Debugging

Use BeelMind AI to identify errors and receive suggestions for fixing problems in your code.

Example:

Find the cause of this TypeScript error and suggest a fix.

Code Refactoring

Get suggestions for improving code structure, readability, maintainability, and organization.

Code Review

Review code for potential issues and receive recommendations related to code quality, performance, maintainability, and security.

Test Generation

Generate test cases and test suites based on existing application code.

Design and UI Assistance

BeelMind AI can assist with frontend development and provide suggestions for improving UI structure, component implementation, and user experience.

Workspace-Aware Context

BeelMind AI is designed to work with the current VS Code workspace so that AI interactions can be based on the project's code and structure rather than only isolated code snippets.

Multiple AI Providers

BeelMind AI supports multiple provider options:

• Local AI models through Ollama
• OpenAI-compatible APIs
• Custom AI endpoints

This allows developers to choose between local processing and remote AI services.

Requirements

• Visual Studio Code 1.92.0 or later
• Node.js for development and building the extension
• An AI provider for AI-powered features

For local AI usage:

• Ollama
• A compatible local model

Installation

VS Code Marketplace

Install BeelMind AI from the Visual Studio Code Marketplace and restart or reload VS Code if required.

After installation, the BeelMind AI icon will appear in the VS Code Activity Bar.

Install from VSIX

If you have a .vsix package:

1. Open Visual Studio Code.
2. Open the Extensions view.
3. Select the ... menu.
4. Select Install from VSIX....
5. Select the BeelMind AI .vsix file.
6. Reload VS Code if required.

Getting Started

After installing BeelMind AI:

1. Open a project in VS Code.
2. Open the BeelMind AI sidebar from the Activity Bar.
3. Open VS Code Settings using Ctrl+,.
4. Search for BeelMind AI.
5. Select your preferred AI provider.
6. Configure the provider and model.
7. Open the BeelMind AI chat.
8. Start working with your project.

Configuration

BeelMind AI provides configuration options for selecting the AI provider and connecting to the required endpoint.

Available provider types include:

Local
OpenAI
Custom

The exact configuration depends on the provider being used.

Local AI with Ollama

BeelMind AI can use Ollama to run AI models locally.

This option is useful when you want your development workflow to remain on your own machine without sending project code to an external AI service.

Install Ollama

Install Ollama from:

https://ollama.ai

Then download a compatible model:

ollama pull llama3.1

Start the Ollama service:

ollama serve

Use the following configuration in BeelMind AI:

Provider: Local
Model: llama3.1
Endpoint: http://localhost:11434

The available models depend on your local hardware and Ollama installation.

Example Prompts

BeelMind AI can be used for tasks such as:

Generate a React button component.

Fix the TypeScript errors in this project.

Explain this function step by step.

Analyze the architecture of this project.

Review this code and identify potential security issues.

Refactor this code to make it easier to maintain.

Generate tests for this function.

Keyboard Shortcuts

Shortcut	Action
Ctrl+Alt+N	Open BeelMind AI chat
Ctrl+Alt+F	Auto-fix code issues

These shortcuts may be changed through VS Code keyboard shortcut settings.

Privacy

BeelMind AI supports local AI processing through Ollama.

When a local provider is configured, model processing can be performed on the user's own machine instead of relying on a cloud AI service.

The extension also supports OpenAI-compatible and custom endpoints, allowing users to choose where their AI requests are processed.

Users should review the privacy and data-handling policies of any external AI provider or endpoint they configure.

Supported Development Workflow

BeelMind AI is designed to assist with common software development tasks, including:

• Writing new code
• Understanding existing code
• Debugging errors
• Refactoring
• Code review
• Test generation
• Performance improvement
• Frontend and UI development
• Project analysis
• Working with local AI models

Development

Clone or open the project and install its dependencies:

npm install

Compile the extension:

npm run compile

Create a VSIX package:

npx @vscode/vsce package

The generated .vsix file can then be installed locally through VS Code.

Project Structure

The project is organized around the extension entry point, AI providers, commands, workspace context, and the BeelMind AI sidebar.

src/
├── ai/
│   ├── AIProvider.ts
│   ├── LocalProvider.ts
│   └── ModelManager.ts
├── commands/
│   └── registerCommands.ts
├── context/
│   ├── ContextManager.ts
│   └── WorkspaceScanner.ts
├── webview/
│   └── BeelMindSidebarProvider.ts
└── extension.ts

The compiled JavaScript files are generated in the dist/ directory.

Current AI Providers

BeelMind AI is structured to support different AI backends through provider-based architecture.

Local Provider

Uses locally running models through Ollama.

OpenAI Provider

Allows the extension to connect to an OpenAI-based API configuration.

Custom Provider

Allows developers to connect BeelMind AI to a compatible custom endpoint.

Building a VSIX

Before creating a package, compile the extension:

npm run compile

Then create the VSIX package:

npx @vscode/vsce package

A successful build generates a file similar to:

beelmind-0.1.0.vsix

Project Status

BeelMind AI is under active development.

The current project focuses on building an AI-assisted development workflow inside VS Code with support for multiple AI providers, workspace context, code assistance, and local AI processing.

Features and provider support may change as development continues.

License

MIT License

Copyright (c) 2026 Muhammad Takmeel