text
stringlengths
0
59.1k
```
### Inline Datasets
Datasets can also be defined inline within experiment files:
```typescript
const inlineDataset = {
items: [
{ input: "Hello", expected: "Hi there" },
{ input: "Goodbye", expected: "See you later" },
{ input: "How are you?", expected: "I'm doing well, thanks!" },
],
};
```
## CLI Commands
### Push Dataset to VoltOps
Upload a local dataset file to VoltOps:
```bash
voltagent eval dataset push --name math-problems
```
**Options:**
| Flag | Description | Default |
| --------------- | ----------------------- | --------------------------------- |
| `--name <name>` | Dataset name (required) | - |
| `--file <path>` | Path to JSON file | `.voltagent/datasets/<name>.json` |
**Environment Variables:**
- `VOLTAGENT_DATASET_NAME` - Default dataset name
- `VOLTAGENT_API_URL` - VoltOps API endpoint
- `VOLTAGENT_PUBLIC_KEY` - Authentication key
- `VOLTAGENT_SECRET_KEY` - Authentication secret
**Example:**
```bash
# Push custom file path
voltagent eval dataset push --name production-qa --file ./data/qa-pairs.json
# Use environment variable for name
export VOLTAGENT_DATASET_NAME=production-qa
voltagent eval dataset push
```
### Pull Dataset from VoltOps
Download a dataset version from VoltOps:
```bash
voltagent eval dataset pull --name math-problems
```
**Options:**
| Flag | Description | Default |
| ----------------- | --------------------------- | --------------------------------- |
| `--name <name>` | Dataset name | Interactive prompt |
| `--id <id>` | Dataset ID (overrides name) | - |
| `--version <id>` | Version ID | Latest version |
| `--output <path>` | Output file path | `.voltagent/datasets/<name>.json` |
| `--overwrite` | Replace existing file | false |
| `--page-size <n>` | Items per API request | 200 |
**Interactive Mode:**
When no dataset is specified, the CLI presents an interactive menu:
```bash
voltagent eval dataset pull
? Select a dataset to pull
❯ customer-support (5 versions)
math-problems (3 versions)
product-catalog (1 version)
? Select a version to pull for customer-support
❯ v3 • 150 items — Production dataset
v2 • 100 items
v1 • 50 items — Initial version
```
**File Conflict Resolution:**
When the target file exists:
```bash
? Local file already exists. Choose how to proceed:
❯ Overwrite existing file
Save as new file (math-problems-remote.json)
Cancel
```
## VoltOps Console