custom-copilot

Custom copilot for autocomplete functionality in your code with custom llm endpoints.

• custom-copilot
  • Features
  • Requirements
    • Setting up Python Flask webserver for hosting API
  • Extension Settings
  • Extension File Structure
  • Get up and running straight away
  • Make changes
  • Run tests
  • Extension guidelines

Features

• Code Completion
• Chat with LLM after sending files

Requirements

Instructions for setting up the developer workspace available at https://code.visualstudio.com/api/get-started/your-first-extension.

Setting up Python Flask webserver for hosting API

Instructions at Flask webserver readme

Extension Settings

Include if your extension adds any VS Code settings through the contributes.configuration extension point.

For example:

This extension contributes the following settings:

• autocompleteModel: LLM_MODEL_NAME,
• uploadAPIURL: UPLOAD_API_ENDPOINT,
• autocompleteAPIURL: AUTOCOMPLETE_API_ENDPOINT,
• autocompleteDelay: AUTOCOMPLETE_DELAY, // in milliseconds
• autocompleteInputPromptSize: AUTOCOMPLETE_MAX_INPUT_PROMPT_SIZE, // doubled when using fill_in_middle models
• autocompleteInputMaxNewTokens: AUTOCOMPLETE_MAX_OUTPUT_TOKEN_SIZE

Extension File Structure

• package.json - Extension manifest file declaring extension and command.
  • The sample plugin registers a command and defines its title and command name. With this information VS Code can show the command in the command palette. It doesn’t yet need to load the plugin.
• src/extension.ts - Extension source code.
  • The file exports one function, activate, which is called the very first time your extension is activated (in this case by executing the command). Inside the activate function we call registerCommand.
  • We pass the function containing the implementation of the command as the second parameter to registerCommand.
• .vscode/launch.json - Config for launching and debugging the vscode extension
• .vscode/tasks.json - COnfig for build task that compiles TypeScript

Get up and running straight away

• Press F5 to open a new window with your extension loaded.
• Run your command from the command palette by pressing (Ctrl+Shift+P or Cmd+Shift+P on Mac) and typing Hello World.
• Set breakpoints in your code inside src/extension.ts to debug your extension.
• Find output from your extension in the debug console.

Make changes

• You can relaunch the extension from the debug toolbar after changing code in src/extension.ts.
• You can also reload (Ctrl+R or Cmd+R on Mac) the VS Code window with your extension to load your changes.

Run tests

• Install the Extension Test Runner
• Run the "watch" task via the Tasks: Run Task command. Make sure this is running, or tests might not be discovered.
• Open the Testing view from the activity bar and click the Run Test" button, or use the hotkey Ctrl/Cmd + ; A
• See the output of the test result in the Test Results view.
• Make changes to src/test/extension.test.ts or create new test files inside the test folder.
  • The provided test runner will only consider files matching the name pattern **.test.ts.
  • You can create folders inside the test folder to structure your tests any way you want.

Extension guidelines

• Extension Guidelines
• Extension UX Guidelines
• Extension Anatomy
• Extension Manifest package.json
• Reduce the extension size and improve the startup time by bundling your extension.
• Publishing extension on the VS Code extension marketplace.
• Automated builds & Continuous Integration.
• Full set of the vscode API in node_modules/@types/vscode/index.d.ts.