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Hugging Face Hub discovery brief

by recued-core v1

Read-only Hugging Face Hub discovery workflow. It searches Hub resources, trending items, documentation snippets, and Spaces hardware through recued-core.huggingface, then summarizes useful models, datasets, Spaces, papers, and collections for a requested topic. It never creates repositories, writes discussions or collections, downloads files, reads token endpoints, mutates settings, or calls arbitrary Hugging Face routes.

How it works 26 steps

Inspect the data fetches, transforms, gates, and output this recipe runs.

Process (26 steps)
■ normalized_query trim
Trim whitespace from setting query
■ quicksearch ?
■ trending ?
■ docs ?
■ docs_full_text ?
■ hardware ?
■ models default
Apply default
■ datasets default
Apply default
■ spaces default
Apply default
■ papers default
Apply default
■ collections default
Apply default
■ model_count count
Count items in models
■ dataset_count count
Count items in datasets
■ space_count count
Count items in spaces
■ paper_count count
Count items in papers
■ collection_count count
Count items in collections
■ summarize ?
■ model_rows slice
Take a subset of
■ space_rows slice
Take a subset of
■ paper_rows slice
Take a subset of
■ doc_rows slice
Take a subset of
■ model_table to_table
Format results as a data table
■ space_table to_table
Format results as a data table
■ paper_table to_table
Format results as a data table
■ docs_table to_table
Format results as a data table
■ card to_summary
Format results as a summary card
Settings 8 configurable

Configurable at install. Defaults shown — change them anytime in Recued.

focus setting = Identify the most useful Hugging Face resources for this topic. Compare models, datasets, Spaces, papers, collections, relevant documentation, and practical next steps. Do not invent facts outside the Hugging Face results.
query setting =
row limit setting = 10
max length setting = 900
trend type setting = models
doc product setting = hub
huggingface setting =
result limit setting = 10

Trust & control

What installing this recipe would let it do. Recued grants these permissions at install — review them there before approving.

Where it runs

Device + server Runs on your device (browser) or your server.

Permissions it requires

Read your Huggingface connection
Declared by the recipe — Recued grants these at install, where you review them before approving.

About

recued-core

Tags

huggingface huggingfaceaimodelsdatasetsspacesdiscoveryai-summarypack:huggingface

Details

26 steps 8 configurable settings recipe_id: huggingface-hub-discovery-brief