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So users can customize LLM prompts to refer to associated CKAN instances:
to fetch the Dataset from CKAN if it's not available locally
to use existing Data Dictionaries, Summary Stats and Frequency tables (in case they have DP+ with the DRUF installed)
to issue catalog searches
to fetch for additional metadata context (both DCAT 3 and Croissant)
to check for related datasets (e.g. while looking up an NYC address; check NYPD COMPstat data)
to check and use controlled vocabularies
to check for existing tags, themes and groups
to get lookup tables, and enrich/normalize LLM answers from these tables (e.g. with the Building ID number, get the address; with an NYC address, get associated data (e.g. Community Board, Borough, Police and Fire Precincts, Congressional District, Census tables, etc.) )
to check private datasets, if provided with the requisite CKAN token
So users can customize LLM prompts to refer to associated CKAN instances:
Preferably, via MCP and/or tool-use.