Implementation Guide

Industry Examples, Tips, Tricks for OpenAI ChatGPT and LLM Plugins

Step-By-Step

Below are the key topics to consider when implementing a Plugin

Manifest

Create a manifest file and host it at yourdomain.com/.well-known/ai-plugin.json. You can use our Generator to help create the required file.

Description For Model

Define a description based on how the ChatGPT should understand your plugin capabilties and integration. The description can provide directions on which endpoints to use if multiple options are defined in the OpenAPI spec.

Ensure you read the OpenAI Best Practices when writing your model description.

For example, see Shop plugin manifest. More examples available on the ChatGPT Examples page

Authenication & Security

To make the Manifest available to only OpenAI, see the OpenAI IP Egress Ranges.

Plugins support four authentication approaches, none, service, user and oauth. None will not provide any additional security restrictions, while service level will pass an Authentication Bearer token with all API requests. The User level is similar to service, but the token is defined by the user during installation, however is not recommended. For user authentication, use oauth.

OpenAPI

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Klarna Shopping

Klarna Shopping Logo

Search and compare prices from thousands of online shops

Plugin | OpenAPI

LLaMa Retrieval Plugin

LLaMa Retrieval Plugin Logo

Search through your documents.

Github| Plugin | OpenAPI

Milo Family AI

Milo Family AI Logo

Curating the wisdom of village to give parents ideas that turn any 20 minutes from meh to magic.

Plugin | OpenAPI

Pricerunner product recommendations

Pricerunner product recommendations Logo

This plugin lets users find relevant products when asking for any kind of shopping suggestions

Plugin | OpenAPI

OpenAI Retrieval Plugin

OpenAI Retrieval Plugin Logo

Search through your documents.

Github| Plugin | OpenAPI

Shop

Shop Logo

Search for millions of products from the world's greatest brands.

Plugin | OpenAPI

Slack

Slack Logo

Plugin for querying Slack.

Plugin | OpenAPI

Speak

Speak Logo

Learn how to say anything in another language with Speak, your AI-powered language tutor.

Plugin | OpenAPI

Wolfram

Wolfram Logo

Access computation, math, curated knowledge & real-time data through Wolfram|Alpha and Wolfram Language.

Plugin | OpenAPI

Wolfram Alpha

Wolfram Alpha Logo

Dynamic computation and curated data from Wolfram Alpha.

Plugin | OpenAPI

Zapier

Zapier Logo

Interact with over 5,000+ apps like Google Sheets, Gmail, HubSpot, Salesforce, and thousands more.

Plugin | OpenAPI