Datasets
Dataset
indian-agri-advice-multilingual
by vinod-anbalagan
This dataset is a quality-filtered golden subset prepared using a layered regex + local LLM-as-judge pipeline, then re-adapted using Adaption's Adaptive Data platform. Indian Agricultural Advisory Dataset — Multilingual (Golden v5) 718 rows 11 languages 14 …
CC-BY-4.0question-answering 56 2n < 1K rows
published 18 Apr 2026
Preview
First 5 rows of default / train, from the Hugging Face dataset viewer.
| enhanced_prompt | enhanced_completion | reasoning_trace | answer | category | crop_primary | farming_practice | growth_stage | id | irrigation_type | question | region | season | severity | soil_type | source_type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| [જુવાર | પશ્ચિમી પઠાર અને ટેકરીઓ | ખરીફ | તાત્કાલિક] **પૃષ્ઠભૂમિ:** પશ્ચિમી પઠાર અને ટેકરીઓ વિસ્તારમાં, કાળી માટી (Black Cotton Soil) પર સિંચાઈ વિના (Rainfed) ઉગાડેલા જુવારના બજારભાવ લઘુત્તમ ટેકાના ભાવ (MSP - Minimum Support Price) કરતાં નીચા છે. **કાર્ય:** ખેડૂતો માટે તાત્કાલિક, સ્પષ્ટ અને પ્રાય… | પ્રિય ખેડૂત ભાઈ, બજારભાવમાં ઘટાડો અને આર્થિક તણાવની આ સ્થિતિમાં ધૈર્ય રાખવું અત્યંત જરૂરી છે. તમે એકલા નથી, અમે તમારી મદદ માટે તૈયાર છીએ. કોઈપણ નાણાકીય અથવા માનસિક તણાવની સ્થિતિમાં તુરંત સંપર્ક કરો: **Kisan Call Centre 1551 (toll‑free, 24/7)** **iCall 9152987821** ### Part 1 — Situation Assessment… | **1. પરિસ્થિતિનું મૂલ્યાંકન:** તમે પશ્ચિમી પઠાર અને ટેકરીઓ કૃષિ-હવામાન ઝોનમાં જુવારના ખેડૂત છો, જેમાં મહારાષ્ટ્ર અને મધ્ય પ્રદેશના કેટલાક ભાગોનો સમાવેશ થાય છે. આ પ્રદેશ ગરમ અર્ધ-શુષ્ક હવામાન, ચલિત વરસાદ અને મુખ્યત્વે કાળી કપાસવાળી જમીન દ્વારા લાક્ષણિકતા ધરાવે છે. ખરીફની ઋતુ જુવાર જેવા પાકો માટે મહત… | financial_support | jowar | conventional | harvest | in-agri-0099 | rainfed | [જુવાર | પશ્ચિમી પઠાર અને ટેકરીઓ | ખરીફ | તાત્કાલિક] જુવારના બજારભાવ MSP થી નીચે છે. હું MSP પર ક્યાં વેચી શકું અને ખરીદ પ્રક્રિયા કેવી રીતે કામ કરે છે? | western_plateau_and_hills | kharif | urgent | black_cotton | agricultural_extension | |
| # பணி: குஜராத் சமவெளிகள் மற்றும் மலைகளுக்கான சிறந்த பருத்தி ரகத்தை அடையாளம் காணுதல் **சூழல்:** நீங்கள் ஒரு வேளாண் நிபுணர். குஜராத் சமவெளிகள் மற்றும் மலைப் பகுதிகளில் (வறண்ட முதல் பாதி வறண்ட காலநிலை, கருப்பு மண்) சாகுபடி செய்வதற்கு ஏற்ற பருத்தி ரகத்தைத் தேர்ந்தெடுக்க வேண்டும். **தேவைகள்:** - **பயி… | 1. **சூழல் மதிப்பீடு:** நீங்கள் `gujarat_plains_and_hills` பகுதியில், `black_cotton` மண் வகையில், `kharif` பருவத்தில் `cotton` பயிர் சாகுபடிக்கான `pre_sowing` நிலையில் உள்ளீர்கள். இந்த `variety_selection` பணியானது வறண்ட முதல் பாதி வறண்ட காலநிலை மற்றும் குறைந்த நீர் கிடைக்கும் தன்மை ஆகியவற்றை மையமாக… | 1. **சூழல் மதிப்பீடு:** நீங்கள் குஜராத் சமவெளிகள் மற்றும் மலைகள் வேளாண் காலநிலை மண்டலத்தில் அமைந்துள்ளீர்கள். இப்பகுதி வறண்ட முதல் பாதி வறண்ட காலநிலையைக் கொண்டுள்ளது மற்றும் ஆண்டுதோறும் 50-100 செ.மீ வரை மாறுபடும் மழைப்பொழிவைப் பெறுகிறது. இப்பகுதி உவர்நிலம், வறட்சி, தொழில்துறை மாசுபாடு மற்றும் கச்ச்… | variety_selection | cotton | conventional | pre_sowing | in-agri-0151 | tubewell | [பருத்தி | குஜராத் சமவெளிகள் மற்றும் மலைகள் | காரிப் | குறைந்த அளவு] குஜராத் சமவெளிகள் மற்றும் மலைகள் பகுதிக்கு வறட்சி மற்றும் பூச்சிகளுக்கு மிகவும் எதிர்ப்புத் திறன் கொண்ட பருத்தி ரகம் எது? | gujarat_plains_and_hills | kharif | low | black_cotton | agricultural_extension | |
| Act as an Agricultural Extension Expert for the Lower Gangetic Plains, West Bengal. Provide a specific weather advisory for a farmer cultivating conventional Jute during the Kharif season on high-clay alluvial soil near a canal. The crop is currently at the flowering stage, and heavy rain is foreca… | 1. **Situation Assessment**: You are currently managing conventional Jute in the `lower_gangetic_plains` of West Bengal during the `kharif` season on `high_clay` alluvial soil, with the crop at the `flowering` stage and facing imminent heavy rainfall. 2. **Immediate Action**: To prevent lodging an… | **1. Situation Assessment:** You are currently cultivating jute in the Lower Gangetic Plains, a region known for its hot and humid climate, heavy rainfall, and clay alluvial soils. This region, spanning parts of West Bengal and Eastern Bihar, presents unique challenges with waterlogging, flooding, … | weather_advisory | jute | conventional | flowering | in-agri-0032 | canal | [jute | Lower Gangetic Plains | kharif | high] Heavy rain is forecast for next week in West Bengal. My jute is at flowering stage. Should I harvest early or wait? What precautions should I take? | lower_gangetic_plains | kharif | high | clay_alluvial | agricultural_extension | |
| Act as an Agricultural Extension Expert specializing in the Western Dry Region. Address a farmer who harvested rainfed Jowar (sorghum) during the Kharif season on sandy soil using conventional methods and is now experiencing grain deterioration in storage. Provide a concise, step-by-step guide for… | **1. Situation Assessment** Your rainfed Jowar harvested during the Kharif season in the Western Dry Region on sandy soil is currently at medium severity risk of grain deterioration due to moisture migration and infestation by pests such as the Lesser Grain Borer (*Rhyzopertha dominica*) and Rice W… | **1. Situation Assessment:** You are a farmer in the Western Dry Region of India, specifically in the Thar Desert region of Rajasthan, where the climate is hot and arid with limited rainfall. This zone presents unique challenges, including drought, famine, and water scarcity, making agriculture a d… | harvest_timing | jowar | conventional | harvest | in-agri-0161 | rainfed | [jowar | Western Dry Region | kharif | medium] I harvested my jowar but it is getting damaged in storage. What is the proper drying and storage method? | western_dry_region | kharif | medium | sandy | agricultural_extension | |
| # भूमिका आप एक कृषि विशेषज्ञ और सहायक हैं जो ट्रांस-गंगेटिक मैदानों (पंजाब, हरियाणा) के किसानों को आपातकालीन स्थितियों में मार्गदर्शन प्रदान करते हैं। आपका स्वर सहानुभूतिपूर्ण, स्पष्ट और तत्काल कार्रवाई योग्य होना चाहिए। # पृष्ठभूमि गेहूं (एक रबी फसल) का वर्तमान बाजार भाव न्यूनतम समर्थन मूल्य (MSP… | **Kisan Call Centre 1551 (toll‑free, 24/7) और iCall 9152987821** आपकी चिंता और तनाव स्वाभाविक है। कृपया इन हेल्पलाइन नंबरों पर तुरंत संपर्क करें; आप अकेले नहीं हैं और सरकार आपकी सहायता के लिए पूरी तरह प्रतिबद्ध है। **1. स्थिति मूल्यांकन** आपकी `crop_primary=wheat` (गेहूं) की फसल `region=trans-… | **1. स्थिति मूल्यांकन:** आप ट्रांस-गंगेटिक मैदानों में एक गेहूं किसान हैं, जिसमें पंजाब, हरियाणा, दिल्ली और राजस्थान (गंगानगर) के कुछ हिस्से शामिल हैं, जो अपने अर्ध-शुष्क जलवायु और जलोढ़ मिट्टी के लिए जाने जाते हैं। खरीफ मौसम विशिष्ट चुनौतियां प्रस्तुत करता है, और आप गेहूं के текуत बाजार मूल्य के न… | financial_support | wheat | conventional | harvest | in-agri-0063 | tubewell | [गेहूं | ट्रांस-गंगेटिक मैदान | खरीफ | अत्यावश्यक] गेहूं का बाजार भाव न्यूनतम समर्थन मूल्य (MSP) से कम है। मैं MSP पर कहाँ बेच सकता हूँ और क्रय प्रक्रिया कैसे काम करती है? | trans-gangetic_plains | kharif | urgent | alluvial | agricultural_extension |
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task_categories:question-answeringtask_ids:open-domain-qamultilinguality:multilinguallanguage:enlanguage:hilanguage:bnlanguage:talanguage:telanguage:gulanguage:mllanguage:palanguage:urlanguage:knlanguage:orlicense:cc-by-4.0size_categories:n<1Kformat:jsonmodality:textlibrary:datasetslibrary:pandaslibrary:polarslibrary:mlcroissantregion:usadaptioninstruction-tuningagriculturemultilinguallow-resourceglobal-southicaragro-climatic-zoneskisan-call-centreindiallm-as-judgequality-filtered