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batch_process

Process content files through Gemini AI models in a single operation. Uploads files, creates batch jobs, monitors completion, and downloads results automatically for large-scale content generation tasks.

Instructions

COMPLETE BATCH WORKFLOW - End-to-end content generation batch processing. WORKFLOW: 1) Ingests content file (CSV, JSON, TXT, etc.), 2) Converts to JSONL, 3) Uploads to Gemini, 4) Creates batch job, 5) Polls until complete, 6) Downloads and parses results. BEST FOR: Users who want simple one-call solution. RETURNS: Final results with metadata. For more control, use individual tools (batch_ingest_content, batch_create, batch_get_status, batch_download_results).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
inputFileYesPath to content file (CSV, JSON, TXT, MD, JSONL)
modelNoGemini model for content generationgemini-2.5-flash
outputLocationNoOutput directory for results (defaults to current working directory)
pollIntervalSecondsNoSeconds between status checks (default: 30)
configNoOptional generation config

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