Specialty Food Inventory and Batch Lookup Tool-Use Dataset

#tool use #inventory information retrieval #evidence-based question answering #specialty food inventory management #batch traceability #intelligent retail inventory assistants

5000
0.5GB
JSON
CATL
MOBIUSI INC

Updated:2026-10-19

AI Analysis & Value Prop

This dataset contains user requests and tool-use trajectories for inventory lookups in specialty food retail, covering product availability, store locations, and batch status. The trajectories record tool parameters, call order, and returned results as JSON text, alongside organized inventory records, user-facing answers, and summaries of supporting evidence. It is suited to training and evaluating models to interpret inventory requests, select the right lookup dimensions, handle multi-step tool results, and answer with evidence.

Dataset Insights

Sample Examples

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Technical Specifications

Field	Type	Description
file_name	string	File name
final_answer	string	An inventory lookup response for the user that clearly states the results without making claims beyond the tool results.
user_request	string	The user's request to look up product inventory, store location, or batch status.
evidence_summary	string	A summary of the tool results supporting the final answer, including relevant products, stores, quantities, or batch statuses.
inventory_records	array	Records organized from tool results, including products, stores, available quantities, and batch statuses.
tool_interaction_trace	string	JSON text recording the parameters, sequence, and returned results of inventory, store, and batch tool calls.

Compliance Statement

Authorization Type	Proprietary - Commercial AI Training License (No Redistribution)
Commercial Use	Requires exclusive subscription or authorization contract (monthly or per-invocation charging)
Privacy and Anonymization	No PII, no real company names, simulated scenarios follow industry standards
Compliance System	Compliant with China's Data Security Law / EU GDPR / supports enterprise data access logs

Frequently Asked Questions

What lookup scenarios does the dataset cover?: It focuses on inventory queries in specialty food retail, including user requests about product availability, store locations, and batch status, together with related tool calls, returned results, organized inventory records, and final answers.

What information is captured in each tool-use trajectory?: Trajectories record the parameters, sequence, and results of inventory, store, and batch tool calls as JSON text. Evidence summaries highlight the relevant products, stores, quantities, or batch statuses supporting the final answer.

What model training or evaluation tasks is it suited for?: The data can train models to interpret inventory requests, choose appropriate lookup dimensions, process multi-step tool results, and generate evidence-based answers. It can also support tool-use evaluations; review coverage and annotation requirements against the target task before evaluation.

How can I access the dataset, and what are the licensing terms?: Access methods, available formats, and licensing terms are specified on the current dataset product page or in the applicable sales agreement. Before use, verify that the license covers your intended training, evaluation, commercial deployment, or redistribution.

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Cite this Work

@dataset{Mobiusi2026,
  title={Specialty Food Inventory and Batch Lookup Tool-Use Dataset},
  author={MOBIUSI INC},
  year={2026},
  url={https://www.mobiusi.com/datasets/d3452816419d568e98bfb3deb7899073},
  urldate={2026-10-10},
  keywords={specialty food inventory dataset, food batch lookup, retail inventory tool calls, inventory lookup trajectories, tool-use training data, store inventory lookup, perishable goods management, AI tool-use data},
  version={1.0}
}

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