OpenAI GPT creation documentation

bioimage-io · Mar 14, 2024 · 415c51c · 415c51c
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+# Creating OpenAI GPTs with Chatbot Extensions
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+## Introduction
+In addition to standalone usage, the BioImage.IO Chatbot supports porting extensions to OpenAI custom [GPTs](https://chat.openai.com/gpts) for users with OpenAI accounts. Chatbot extensions following the development model specified in the [development guidelines](./development.md) and [notebook tutorial](./bioimage-chatbot-extension-tutorial.ipynb) are automatically converted to `openapi` schema which can be used to create OpenAI GPTs using the online GPT creator. 
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+`openapi` schemas for extensions are generated on Chatbot server startup via the `register_service` function in  [gpts_action.py](../bioimageio_chatbot/gpts_action.py). These schemas are then made available for OpenAI GPT creator import directly via url. This process for creating a custom GPT from the public BioImage.IO Chatbot instance extensions is shown below. Users are encouraged to submit their extensions to the BioImage.IO team for incorporation into the public Chatbot instance. 
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+Note that GPT actions are run through the hosted server instance (chat.bioimage.io in the case of the public Chatbot instance). Also note that the creation of custom OpenAI GPTs requires a paid OpenAI account. 
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+## Creating a Custom GPT from the public Chatbot Instance
+The public Chatbot instance's `openapi` extension schema are available at the following link: `https://chat.bioimage.io/public/services/bioimageio-chatbot-extensions-api/get_openapi_schema`
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+After logging in to their OpenAI accounts, users can navigate to the GPTs [page](https://chat.openai.com/gpts) and click `Create` as shown below:
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+![gpt_landing_page](./screenshots/gpts_landing_page.png)
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+To add GPT actions from Chatbot extensions, navigate to the `Configure` tab and select `Create new action`:
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+![configure_gpt](./screenshots/configure_gpt.png)
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+The Chatbot-generated `openapi` schema can then be imported direct by selecting `Import from URL` and inputting the public Chatbot's extension schema `https://chat.bioimage.io/public/services/bioimageio-chatbot-extensions-api/get_openapi_schema`
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+Users can edit the JSON content to select individual actions from the Chatbot extensions if desired:
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+![gpts_json](./screenshots/gpts_json.png)
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diff --git a/docs/screenshots/configure_gpt.png b/docs/screenshots/configure_gpt.png
diff --git a/docs/screenshots/gpts_json.png b/docs/screenshots/gpts_json.png
diff --git a/docs/screenshots/gpts_landing_page.png b/docs/screenshots/gpts_landing_page.png