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qsv pro embedded AI - "Data Wrangling Concierge/Co-pilot" #2527

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jqnatividad opened this issue Feb 14, 2025 · 0 comments
Open

qsv pro embedded AI - "Data Wrangling Concierge/Co-pilot" #2527

jqnatividad opened this issue Feb 14, 2025 · 0 comments
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enhancement New feature or request. Once marked with this label, its in the backlog. qsv pro requires backend/cloud services

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@jqnatividad
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jqnatividad commented Feb 14, 2025

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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@jqnatividad jqnatividad added enhancement New feature or request. Once marked with this label, its in the backlog. qsv pro requires backend/cloud services labels Feb 14, 2025
@jqnatividad jqnatividad changed the title qsv pro embedded AI qsv pro embedded AI - "Data Wrangling Concierge/Co-pilot" Feb 14, 2025
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Labels
enhancement New feature or request. Once marked with this label, its in the backlog. qsv pro requires backend/cloud services
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