AI Assistant in Jupyter notebooks

Explain Jupyter cell

1. Open a Jupyter notebook and do one of the following:

   • Right-click the cell to open the context menu.

   • Press Alt+Enter.

2. Select AI Actions and then Explain Code.

3. Select Jupyter Cell or Whole Jupyter File.

   

4. The AI Assistant tool window will open to provide a detailed description of the Jupyter file or selected cell.

Explain DataFrame

1. Click AI Actions in the upper-right corner of the output cell and select Explain DataFrame.

   

2. The AI Assistant tool window will open to provide a detailed description of the dataframe.

Create code cell from snippet

You can create a new code cell with AI-generated code in your Jupyter notebook.

1. Open or create an .ipynb file.

2. Click Insert Snippet as Jupyter Cell in the upper-right corner of the field with the generated code.

   

Create AI cell

AI can create a new cell with AI-generated code based on your request.

1. Click the AI button in between cells.

   

2. Type your request in the AI Assistant input field and click Send or use AI suggestions.

3. AI Assistant will generate a code for the new cell:

   

4. Select Accept and Run to add the code to the cell and run it as-is or Accept to add the code to the cell and continue working on it.

AI Assistant can generate code snippets for data visualizations based on your dataframe.

1. Do one of the following:

   • Click AI Actions in the upper-right corner of the output cell and select Generate Visualizations in Chat.

     

   • Type /plot in AI Assistant chat and use # to mention the dataframe.

     

2. AI Assistant will suggest AI-generated code snippets for several visualizations.

   

3. Select one of the following options:

   • Copy the suggested code to the clipboard.

   • Insert code into the editor at the caret position.

   • Create a new code cell from the snippet.

1. Right-click the cell you want to edit.

2. Select AI Edit Cell from the context menu.

   

3. Type your request in the AI Assistant input field and click Send or use AI suggestions.

4. AI Assistant will generate new code.

5. Select Accept and Run to add the code to the cell and run it as-is or Accept to add the code to the cell and continue working on it.

Use AI suggestions

AI Assistant can analyze your notebook data and offer you a choice of prompts for code suggestions.

1. Click the Suggestions icon on the right side of an AI input field.

2. Choose one of the suggested prompts. The selected prompt, combined with notebook data sent for analysis, will be used for code generation.

   

1. Right-click the cell you want to fix.

2. Select AI Fix Cell from the context menu.

   

3. AI Assistant will generate new code with the error fixed.

4. Select Accept and Run to add the code to the cell and run it as-is or Accept to add the code to the cell and continue working on it.