Language Model Integration

[DarshanSP19]

• Integrated Gemini Model (Chat Generative API mode from Google) to query weather data using Natural Language Prompts.

Input Prompt: Daily average temperature of New York for January 2015

Relevant SQL Query:

SELECT 
    AVG('temperature') 
FROM 
    'gs://darshan-store/ar/2013-2022-full_37-1h-0p25deg-chunk-1.zarr-v3' 
WHERE 
    time >= '2015-01-01' AND 
    time < '2015-02-01' AND 
    city = 'New York' 
GROUP BY time_date

Output Data:

     time_date  avg_temperature
0   2015-01-01       240.978073
1   2015-01-02       243.375031
2   2015-01-03       244.584747
3   2015-01-04       249.673065
4   2015-01-05       245.650833
...
Query took: 00:01:55

[DarshanSP19]

Major code changes required. Converting to draft.

[mahrsee1997]

LGTM!

[mahrsee1997]

LGTM!