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https://github.com/manjushsh/local-code-completion-configs

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Host: GitHub
URL: https://github.com/manjushsh/local-code-completion-configs
Owner: manjushsh
Created: 2024-04-07T12:48:36.000Z (11 months ago)
Default Branch: main
Last Pushed: 2024-09-30T04:56:35.000Z (5 months ago)
Last Synced: 2024-11-11T06:14:38.743Z (3 months ago)
Homepage: https://manjushsh.github.io/local-code-completion-configs/
Size: 6.91 MB
Stars: 0
Watchers: 1
Forks: 1
Open Issues: 1
Metadata Files:
- Readme: README.md

Awesome Lists containing this project

README

        # Configuring Ollama and Continue VS Code Extension for Local Coding Assistant

## 🔗 Links

[![GitHub](https://img.shields.io/badge/github-%23121011.svg?style=for-the-badge&logo=github&logoColor=white)](https://github.com/manjushsh/local-code-completion-configs) [![GitHub Pages](https://img.shields.io/badge/github%20pages-121013?style=for-the-badge&logo=github&logoColor=white)](https://manjushsh.github.io/local-code-completion-configs/)

## Prerequisites

- [Ollama](https://ollama.com/) installed on your system.

You can visit [Ollama](https://ollama.com/) and [download application](https://ollama.com/download) as per your system.

- AI model that we will be using here is Codellama. **You can use your prefered model**. Code Llama is a model for generating and discussing code, built on top of Llama 2. Code Llama supports many of the most popular programming languages including Python, C++, Java, PHP, Typescript (Javascript), C#, Bash and more. If not installed, you can install wiith following command:  

``` bash 

ollama pull codellama 

```

You can also install `Starcoder 2 3B` for code autocomplete by running:

```bash 

ollama pull starcoder2:3b

```

#### NOTE: It’s crucial to choose models that are compatible with your system to ensure smooth operation and avoid any hiccups.

## Installing Continue and configuring

You can install Continue from [here in VS Code store](https://marketplace.visualstudio.com/items?itemName=Continue.continue).

#### After installation, you should see it in sidebar as shown below:

![Continue in VSCode](https://raw.githubusercontent.com/manjushsh/local-code-completion-configs/main/public/assets/1.png)

## Configuring Continue to use local model

#### Click on settings icon. It will open a config.json in your editor 

![Configure settings icon](https://raw.githubusercontent.com/manjushsh/local-code-completion-configs/main/public/assets/2.png)

#### Add configs: 

``` json

{

  "apiBase": "http://localhost:11434/",

  "model": "codellama",

  "provider": "ollama",

  "title": "CodeLlama"

}

```

and also add `tabAutocompleteModel` to config

```json

"tabAutocompleteModel": {

    "apiBase": "http://localhost:11434/",

    "title": "Starcoder2 3b",

    "provider": "ollama",

    "model": "starcoder2:3b"

  }

```

![Update config](https://raw.githubusercontent.com/manjushsh/local-code-completion-configs/main/public/assets/3.png)

#### Select CodeLlama, which would be visible in dropdown once you add it in config

![Pick modal added in dropdown](https://raw.githubusercontent.com/manjushsh/local-code-completion-configs/main/public/assets/4.png)

#### Once model is configured, you should be able to ask queastions to the model in chat window

![Chat](https://raw.githubusercontent.com/manjushsh/local-code-completion-configs/main/public/assets/5.png)

#### And you can also select a codeblock file and ask AI similar to copilot: 

![Code](https://raw.githubusercontent.com/manjushsh/local-code-completion-configs/main/public/assets/6.png)

## References:

- [Article by Ollama](https://ollama.com/blog/continue-code-assistant)

- [Continue repo on GitHub](https://github.com/continuedev/continue)

- [Continue Docs](https://continue.dev/docs/quickstart)

- [local-code-completion-configs on GitHub](https://github.com/manjushsh/local-code-completion-configs)

- [Ollama models](https://ollama.com/library)