Use “Hugging Face Hub discovery brief” in Recued. It provides a read-only Hugging Face Hub discovery workflow.

How it works 22 steps

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

Process (22 steps)

■ normalized_query trim

Trim whitespace from setting query

◆ quicksearch recued-core.huggingface.hub.quicksearch

Quicksearch hub on huggingface

◆ trending recued-core.huggingface.hub.trending.search

Search hub trending on huggingface

◆ docs recued-core.huggingface.docs.search

Search docs on huggingface

◆ docs_full_text recued-core.huggingface.docs.full_text.search

Search docs full text on huggingface

◆ hardware recued-core.huggingface.space.hardware.search

Search space hardware on huggingface

■ defaults defaults

Apply defaults

■ 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 core.ai.summarize

AI generates a concise summary

■ 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

▼

Output

summary card

table model_table

table space_table

table paper_table

table docs_table

Settings 7 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

result limit setting = 10