databar-bulk-enrichment

To bulk-enrich multiple records, provide an input list in CSV, JSON, or plain text. The system automatically parses the input, maps items to required enrichment parameters, and returns concise inline results without creating a persistent table.

Yes, the Databar MCP server is required for bulk data enrichment. It connects to bulk enrichment endpoints to validate required fields and process multiple records in a single operation.

For enriching a large dataset, use a table-based or waterfall workflow. The system automatically selects these flows based on dataset size, returning inline results for smaller datasets and switching workflows for larger ones.

Supported input formats for parsing bulk enrichment parameters include CSV, JSON, and plain text. The system automatically maps each item from these formats to the required fields for the enrichment operation.

You should use waterfall flows instead of inline bulk enrichment for larger datasets. The system switches to waterfall or table-based workflows based on dataset size, while returning concise inline results for smaller conversational datasets.