generate synthetic examples

versioned_docs/version-2.0/how_to_guides/datasets/manage_datasets_in_application.mdx

@@ -74,6 +74,19 @@ Select a name and description for the dataset, and then confirm that the inferre
 
 ![Confirm Columns](../static/select_columns.png)
 
+## Generate synthetic examples
+
+For a dataset with a specified schema, you can generate synthetic examples to enhance your dataset.
+
+1. **Select few-shot examples**: Choose a set of examples to guide the LLM's generation. You can manually select these examples from your dataset or use the automatic selection option.
+2. **Specify the number of examples**: Enter the number of synthetic examples you want to generate.
+3. **Configure API Key**: Ensure your OpenAI API key is entered at the "API Key" link.
+   ![Generate Synthetic Examples](../static/generate_synthetic_examples_create.png)
+
+After clicking "Generate," the examples will appear on the page. You can choose which examples to add to your dataset, with the option to edit them before finalizing.
+Each example will be validated against your specified dataset schema and tagged as "synthetic" in the source metadata.
+![Generate Synthetic Examples](../static/generate_synthetic_examples_pane.png)
+
 ## Export a dataset
 
 You can export your LangSmith dataset to CSV or OpenAI evals format directly from the web application.

versioned_docs/version-2.0/how_to_guides/index.md

@@ -92,6 +92,7 @@ Manage datasets in LangSmith to evaluate and improve your LLM applications.
   - [Dataset schema validation](./how_to_guides/datasets/manage_datasets_in_application#dataset-schema-validation)
   - [Add inputs and outputs from traces to datasets](./how_to_guides/datasets/manage_datasets_in_application#add-inputs-and-outputs-from-traces-to-datasets)
   - [Upload a CSV file to create a dataset](./how_to_guides/datasets/manage_datasets_in_application#upload-a-csv-file-to-create-a-dataset)
+  - [Generate synthetic examples](./how_to_guides/datasets/manage_datasets_in_application#generate-synthetic-examples)
   - [Export a dataset](./how_to_guides/datasets/manage_datasets_in_application#export-a-dataset)
   - [Create and manage dataset splits](./how_to_guides/datasets/manage_datasets_in_application#create-and-manage-dataset-splits)
 - [Manage datasets programmatically](./how_to_guides/datasets/manage_datasets_programmatically)