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Example code of survos/ai-dataset-bundle

Informations about the package ai-dataset-bundle

survos/ai-dataset-bundle

Dataset-scale AI batch processing for Survos/Museado datasets.

This bundle is intentionally separate from survos/ai-workflow-bundle. ai-workflow-bundle operates on individual workflow subjects. This bundle operates on dataset JSONL stages, writes durable batch artifacts, and uses the canonical workspace paths from survos/dataset-bundle.

Responsibilities

Commands

Commands are exposed as methods on Survos\AiDatasetBundle\Service\DatasetAiService.

ai:dataset:submit is the paid provider call. estimate and prepare are local.

Files

For dataset mus/aust and core obj, the bundle uses:

Path Purpose
20_normalize/obj.jsonl Normalized source records
40_ai/obj.dense_summary.batch.input.jsonl OpenAI batch input
40_ai/obj.dense_summary.batch.json Local batch manifest
40_ai/obj.dense_summary.batch.output.jsonl Raw OpenAI batch output
40_ai/obj.jsonl Portable claim rows for enrichment

All paths are resolved with Survos\DataBundle\Service\DataPaths.

Install

Register the bundle:

Required runtime bundles:

Optional:

All versions of ai-dataset-bundle with dependencies

PHP Build Version
Package Version
Requires php Version ^8.5
survos/kit-bundle Version ^2.5
survos/dataset-bundle Version ^2.5
survos/jsonl-bundle Version ^2.5
survos/ai-batch-bundle Version ^2.5
survos/claims-bundle Version ^2.5
survos/data-contracts Version ^2.5
survos/field-bundle Version ^2.5
symfony/console Version ^8.1
symfony/dependency-injection Version ^8.1
symfony/filesystem Version ^8.1
symfony/framework-bundle Version ^8.1
twig/twig Version ^3.0|^4.0
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