Skip to content

Navigation Menu

Sign in
Appearance settings

Search code, repositories, users, issues, pull requests...

Provide feedback

We read every piece of feedback, and take your input very seriously.

Saved searches

Use saved searches to filter your results more quickly

Appearance settings

copilot-extensions/rag-extension

Open more actions menu

Repository files navigation

Retrieval Augmented Generation Extensions Sample

Description

This project is a Go application that demonstrates how to use retrieval augmented generation in an agent-based GitHub Copilot Extension.

Prerequisites

  • Go 1.16 or higher
  • Set the following environment variables (example below):
export PORT=8080
export CLIENT_ID=Iv1.0ae52273ad3193eb // the application id
export CLIENT_SECRET="your_client_secret" // generate a new client secret for your application
export FQDN=https://6de513480979.ngrok.app // use ngrok to expose a url

Installation:

  1. Clone the repository:
git clone git@github.com:copilot-extensions/rag-extension.git
cd rag-extension
  1. Install dependencies:
go mod tidy

Usage

  1. Start up ngrok with the port provided:
ngrok http http://localhost:8080
  1. Set the environment variables (use the ngrok generated url for the FDQN)
  2. Run the application:
go run .

Accessing the Agent in Chat:

  1. In the Copilot tab of your Application settings (https://github.com/settings/apps/<app_name>/agent)
  • Set the URL that was set for your FQDN above with the endpoint /agent (e.g. https://6de513480979.ngrok.app/agent)
  • Set the Pre-Authorization URL with the endpoint /auth/authorization (e.g. https://6de513480979.ngrok.app/auth/authorization)
  1. In the General tab of your application settings (https://github.com/settings/apps/<app_name>)
  • Set the Callback URL with the /auth/callback endpoint (e.g. https://6de513480979.ngrok.app/auth/callback)
  • Set the Homepage URL with the base ngrok endpoint (e.g. https://6de513480979.ngrok.app/auth/callback)
  1. Ensure your permissions are enabled in Permissions & events >
  • Account Permissions > Copilot Chat > Access: Read Only
  1. Ensure you install your application at (https://github.com/apps/<app_name>)
  2. Now if you go to https://github.com/copilot you can @ your agent using the name of your application.

What Can It Do

Test out the agent with the following commands!

Description Prompt
User asking @agent how to configure a Copilot extension @agent How do I configure a copilot extension?
User asking @agent what a Copilot extension looks like @agent What is the response format for a copilot extension?

Copilot Extensions Documentation

About

An example extension in go using retrevial-augmented generation

Topics

Resources

License

Code of conduct

Security policy

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Contributors 4

  •  
  •  
  •  
  •  

Languages

Morty Proxy This is a proxified and sanitized view of the page, visit original site.