diff --git a/aiconfig-docs/docs/gradio-workbook.md b/aiconfig-docs/docs/gradio-notebook.md
similarity index 77%
rename from aiconfig-docs/docs/gradio-workbook.md
rename to aiconfig-docs/docs/gradio-notebook.md
index 7a55de509..5180d2748 100644
--- a/aiconfig-docs/docs/gradio-workbook.md
+++ b/aiconfig-docs/docs/gradio-notebook.md
@@ -6,35 +6,37 @@ import Tabs from '@theme/Tabs';
import TabItem from '@theme/TabItem';
import constants from '@site/core/tabConstants';
-# Gradio Workbooks
+# Gradio Notebooks
-[Gradio Workbooks](https://huggingface.co/spaces/lastmileai/gradio-workbook-template) is a Gradio custom component that creates a notebook playground on Hugging Face Spaces with only [8-lines of code](https://huggingface.co/spaces/lastmileai/gradio-workbook-template/blob/main/app.py)!
+[Gradio Notebook](https://huggingface.co/spaces/lastmileai/gradio-notebook-template) is a Gradio custom component that creates a notebook playground on Hugging Face Spaces with only [8-lines of code](https://huggingface.co/spaces/lastmileai/gradio-notebook-template/blob/main/app.py)!
You can:
-* Use any model, and a combination of models, in a single space
-* Play around with models in any format (text, audio image) and ordering
-* Share Space output results with friends
+
+- Use any model, and a combination of models, in a single space
+- Play around with models in any format (text, audio image) and ordering
+- Share Space output results with friends
## Quickstart
-### 1. Create a new Space with Gradio Workbooks
+### 1. Create a new Space with Gradio Notebooks
-- **Option 1: Start with a template**. Duplicate the [Gradio Workbook Quickstart Space](https://huggingface.co/spaces/lastmileai/gradio-workbook-template).
+- **Option 1: Start with a template**. Duplicate the [Gradio Notebook Quickstart Space](https://huggingface.co/spaces/lastmileai/gradio-notebook-template).
- **Option 2: Create from scratch**. Create a [new Gradio SDK Space](https://huggingface.co/new-space) and add these files to your Space repo. To add files to your Space repo, you can do so through the [Web UI](https://huggingface.co/docs/hub/repositories-getting-started#adding-files-to-a-repository-web-ui) or [terminal](https://huggingface.co/docs/hub/repositories-getting-started#terminal).
- - [app.py](https://huggingface.co/spaces/lastmileai/gradio-workbook-template/blob/main/app.py)
- - [requirements.txt](https://huggingface.co/spaces/lastmileai/gradio-workbook-template/blob/main/requirements.txt)
+ - [app.py](https://huggingface.co/spaces/lastmileai/gradio-notebook-template/blob/main/app.py)
+ - [requirements.txt](https://huggingface.co/spaces/lastmileai/gradio-notebook-template/blob/main/requirements.txt)
### 2. Design your Space
+
Use the playground UI in your space to setup your models and prompts that you want on your space.
-- **Add a new cell with '+'.** Gradio Workbooks are made up cells. Each cell allows you to prompt a specific model.
+- **Add a new cell with '+'.** Gradio Notebooks are made up cells. Each cell allows you to prompt a specific model.
- **Select the model for your cell.** First, choose the [Hugging Face Task](#supported-models) for this cell. Then, click on the Cell Settings panel to select a model for that task. The model needs to available on the [Hugging Face Inference API](https://huggingface.co/docs/api-inference/index) - check the model card on Hugging Face.
- **Note: Edits/changes won’t save automatically.** Refreshing the page will lose your edits.
@@ -54,35 +56,35 @@ Anyone who now visits your Space will see the state represented by `my_app.aicon
## Features
-### Gradio Workbook Structure
+### Gradio Notebook Structure
-Gradio Workbooks are inspired by [Jupyter notebooks](https://jupyter.org/). Each workbook is made up of cells. The cell is associated with a model and running the cell executes it with your prompt.
+Gradio Notebooks are inspired by [Jupyter notebooks](https://jupyter.org/). Each Notebook is made up of cells. The cell is associated with a model and running the cell executes it with your prompt.
### Parameters
-Parameters are variables that you can define and pass into any cell within your workbook. You can set both **global parameters** and **local parameters**.
+Parameters are variables that you can define and pass into any cell within your notebook. You can set both **global parameters** and **local parameters**.
For example, the prompt `"A large, friendly {{animal}} wearing a {{color}} hat"` generates the following images for different parameters:
#### Global Parameters
-You can set global parameters for your entire workbook. Click on **Global Parameters {}** on the top of your workbook and set your global parameters that can be used in any cell of the workbook.
+You can set global parameters for your entire notebook. Click on **Global Parameters {}** on the top of your notebook and set your global parameters that can be used in any cell of the notebook.
@@ -92,20 +94,20 @@ You can set local parameters that only apply to the cell you are in. Click on th
### Chaining
-You can reference the output from one cell in another cell. This allows you to create complex, interconnected workflows within your workbook.
+You can reference the output from one cell in another cell. This allows you to create complex, interconnected workflows within your notebook.
The image_gen prompt below uses the output of the prompt_1 using handlebars syntax
(e.g `{{prompt_1.output}}`)
@@ -113,7 +115,7 @@ The image_gen prompt below uses the output of the prompt_1 using handlebars synt
Click **Download** to download the `aiconfig.json` file that captures the current state of your Space. Example Space and corresponding `aiconfig.json` file:
-- [Gradio Workbook Space](https://huggingface.co/spaces/lastmileai/ai_story_generator)
+- [Gradio notebook Space](https://huggingface.co/spaces/lastmileai/ai_story_generator)
- [my_app.aiconfig.json](https://huggingface.co/spaces/lastmileai/ai_story_generator/blob/main/story_gen.aiconfig.json)
Reasons for Downloading:
@@ -121,15 +123,15 @@ Reasons for Downloading:
1. **Lock in edits to your Space.** Refreshing your Space does not save changes. You need to upload the downloaded `aiconfig.json` file to your Space repo to lock in the state. Make sure you name your `aiconfig.json` file as `my_app.aiconfig.json` - it’s referenced in `app.py`.
2. **Build apps inspired by your Space.** HuggingFace Spaces offer cool demos, but building an app with the tested models and prompts is challenging. However, by downloading the `aiconfig.json` file, you can use the prompts (and models) from your Space in your code with the [AIConfig SDK](https://github.com/lastmile-ai/aiconfig).
-### Share Workbook
+### Share Norkbook
-Click **Share Workbook** to get a link to a read-only copy of your Space to share with the rest of the world!
+Click **Share Notebook** to get a link to a read-only copy of your Space to share with the rest of the world!
![sharing](https://github.com/lastmile-ai/aiconfig/assets/81494782/ceadc825-9df3-4192-b033-117ee1d40590)
### Build apps inspired by Spaces
-You can easily build generative apps inspired by your work in Gradio Workbook Spaces! Both Space creators and Space viewers can download the `aiconfig.json` file to capture the state of their Space.
+You can easily build generative apps inspired by your work in Gradio Notebook Spaces! Both Space creators and Space viewers can download the `aiconfig.json` file to capture the state of their Space.
Use the `aiconfig.json` file in your code with the [AIConfig SDK](https://github.com/lastmile-ai/aiconfig) in 2 lines.
@@ -142,7 +144,7 @@ model_output = await config.run('prompt_1')
## Supported Models
-- **Gradio Workbooks support models which use the [Hugging Face Inference API](https://huggingface.co/docs/api-inference/index).** [Hugging Face Tasks](https://huggingface.co/tasks) that are supported:
+- **Gradio Notebooks support models which use the [Hugging Face Inference API](https://huggingface.co/docs/api-inference/index).** [Hugging Face Tasks](https://huggingface.co/tasks) that are supported:
- [Text Generation](https://huggingface.co/tasks/text-generation)
- [Summarization](https://huggingface.co/tasks/summarization)
- [Translation](https://huggingface.co/tasks/translation)