Add weather update

What is the weather today sample question to be added to example questions
Location of the device to be fetched through GPS?
Weather of next 5 days to be shown
Parameters required for weather feature are listed here - Link

@aashutosh-samagra

@aashutosh-samagra to add format
@ChakshuGautam to add flowchart

https://github.com/AmakrushAI/bff/pull/183 -- bff PR for weather update feature.

Weather report frontend view 🌈

Example question to have weather prompt
Weather report to be shown in a single table which can be scrolled to right
Use GOIP to get location - Link

@Amruth-Vamshi

Classifier supports more classes:

@Amruth-Vamshi @techsavvyash @aashutosh-samagra Have modified flow classifier to have more outputs
Check the new model here
Now also classifies into 'weather' and 'price' :
Label 0: agricultural_scheme
Label 1: agriculture
Label 2: pest
Label 3: seed
Label 4: weather
Label 5: price

Dataset used is here

@singhalkarun, do let us know when AI-tools is redeployed, these changes will also reflect.

Change of flow in bff to allow jumping in between flows

@Amruth-Vamshi @techsavvyash Let's also modify flow to allow person to change flows in between conversations in bff. We can set this up by :

First question always goes through classifier and NER
All following questions also go through classifier and NER
We set up a cutoff for classifier. e.g. 95% and if a follow up question is getting classifier to a different class with a high degree of accuracy, then we shift the flow to the other one. We hence maintain classifier just like we maintain NER except that the classifier class changes only if the predicted class if higher than a cutoff.
NER is maintained as before

Price API :

https://api.data.gov.in/resource/9ef84268-d588-465a-a308-a864a43d0070?api-key=579b464db66ec23bdd0000010ada5882cd2746ba62df4a6e1096f9b0&format=json&limit=1000&filters%5Bstate%5D=Uttar%20Pradesh&filters%5Bdistrict%5D=Agra&filters%5Bcommodity%5D=Rice

@Amruth-Vamshi @techsavvyash Above API has been shared by @ChakshuGautam for price.

Our classifier already returns if a question is about price.
Our NER model already figures out crop.
District is figured out from IP/geolocation
Lets use both whenever 'price' comes as classifier output to get the price for that crop in that district.
We want to support only very simple statements right now which already tell the district name
Questions like : "What is the price for paddy in Bhubhaneshwar?"

Should be simple to build with current API setup. Lets just support for whichever crop names/district names are matching in the price API and get it working only for them by this week.

@techsavvyash

Classifier issue - @GautamR-Samagra ; @techsavvyash
Odia translation for weather - @amit-s19 - Odia translation to be added on Flagsmith
Update NER to answer - "Give weather for Cuttack district"
District wise Lat Long - Link

@aashutosh-samagra

@aashutosh-samagra to add the table

@techsavvyash

Classifier issue - @GautamR-Samagra ; @techsavvyash -- this has been fixed and deployed
Update NER to answer - "Give weather for Cuttack district" -- this has been added with #193

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Add weather update #204

Classifier supports more classes:

Change of flow in bff to allow jumping in between flows

Price API :

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Add weather update #204

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aashutosh-samagra commented on Jan 4, 2024

techsavvyash commented on Jan 7, 2024

aashutosh-samagra commented on Jan 8, 2024

Gautam-Rajeev commented on Jan 9, 2024

Classifier supports more classes:

Change of flow in bff to allow jumping in between flows

Price API :

aashutosh-samagra commented on Jan 15, 2024

aashutosh-samagra commented on Jan 17, 2024

techsavvyash commented on Jan 18, 2024

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