https://github.com/plazide/local-ai-code-completion

A vscode extension providing AI code completion locally on your computer.
https://github.com/plazide/local-ai-code-completion

artificial-intelligence developer-tools large-language-models typescript vscode-extension

Last synced: 3 months ago
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A vscode extension providing AI code completion locally on your computer.

• Host: GitHub
• URL: https://github.com/plazide/local-ai-code-completion
• Owner: Plazide
• License: mit
• Created: 2023-10-22T18:02:07.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2024-02-24T17:00:59.000Z (12 months ago)
• Last Synced: 2024-10-12T13:25:08.291Z (4 months ago)
• Topics: artificial-intelligence, developer-tools, large-language-models, typescript, vscode-extension
• Language: TypeScript
• Homepage:
• Size: 7.52 MB
• Stars: 17
• Watchers: 1
• Forks: 4
• Open Issues: 2
• Metadata Files:
  • Readme: README.md
  • Changelog: CHANGELOG.md

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README

        
# local-ai-code-completion README

Enables AI Assisted code completion, similar to Github Copilot, completely locally. No code leaves your machine. This has two major benefits:

- **Cost**. This extension is completely free to use.

- **Privacy**. No data is shared with third-parties, everything stays on your computer.

## Features

AI Assisted code completion.

You trigger code completion by pressing Ctrl+Alt+C.

You accept a completion by pressing Tab.

You cancel an ongoing completion by pressing Escape.

You delete a non-accepted completion by pressing Escape.

GIF is sped up.

![usage example](./assets/lacc-example.gif)

The extension uses codellama 7B under the hood, which supports many languages including Python, C++, Java, PHP, Typescript (Javascript), C# and Bash.

According to evaluation results from Meta, codellama 7B is almost on par with Codex, the model used by Github Copilot.

## Requirements

This extension requires an [Ollama](https://ollama.ai/) installation to run the language model locally. Ollama does not currently support Windows, which also means that this extension is not compatible with Windows.

## Known Issues

- Time to start generating can be very long. This is an inherent issue to the model running locally on your computer.

- Inference is slow. Also a consequence of running the model locally, but depends on your system.

## Release Notes

### 1.2.0

#### Added

- Config option for generation timeout

- Config options for baseUrl of Ollama API (enables use of the extension with a remote or local Ollama server)

#### Changed

- Improved logging

#### Fixed

- Bug where aborting generation would not work

Thanks to [@johnnyasantoss](https://github.com/johnnyasantoss) for making these changes.

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### 1.1.0

Added options for changing model, temperature and top_p parameters.

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### 1.0.0

Initial release.

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