qsv pro embedded AI - "Data Wrangling Concierge/Co-pilot" #2527
Labels
enhancement
New feature or request. Once marked with this label, its in the backlog.
qsv pro
requires backend/cloud services
Embed an AI in qsv pro that knows not only qsv, but luau, python, SQL, the CKAN API, metadata, DCAT and statistics as well. It also knows about the stats cache and the data dictionary and how it can be leveraged.
It knows about datHere's data catalog and other high-value data sources and their APIs against which it can do data lookups/enrichment. qsv pro users can also register their own private data sources/data catalogs.
Based on a natural language data-wrangling request, it creates a reusable, editable Recipe or Flow that users can modify, save and share.
Secure, reproducible, blazing fast, AI-accelerated data-wrangling as all the inferencing is done locally on metadata, and not the raw data itself - and the queries are executed using qsv, luau, python, SQL (the polars commands - sqlp, joinp, pivotp) and combinations thereof so its repeatable and hallucination-free.
RAG-in-a-box! 😉
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