| title | Krishi Veda |
|---|---|
| emoji | 🌾 |
| colorFrom | green |
| colorTo | yellow |
| sdk | docker |
| pinned | false |
Krishi-Veda is a fully offline, sovereign AI agricultural advisor running on ₹4,000 Android phones. It combines quantized small language models with 16 Vedic mathematical kernels, Vriksh Ayurveda principles, and Panchakosha cosmic agricultural frameworks derived from the Upanishads and Puranas.
| Conventional AI | Krishi-Veda |
|---|---|
| Requires cloud GPU clusters | Runs on a phone, offline |
| Black-box transformer math | Explainable Vedic sutra kernels |
| Generic agricultural advice | Vriksh Ayurveda + local knowledge |
| English-only | Assamese, Hindi, Bengali, English |
| Chemical-first recommendations | Ahimsa-108 organic constraint |
| Profit-driven | Soil-conscious, moon-aligned |
Krishi-Veda replaces 16 standard transformer operations with Vedic mathematical primitives:
| # | Sutra | Sanskrit | ML Operation | Implementation |
|---|---|---|---|---|
| 1 | Ekadhikena Purvena | एकाधिकेन पूर्वेण | Position encoding | Golden ratio (φ=1.618) position vectors |
| 2 | Nikhilam Navatashcaramam | निखिलं नवतश्चरमं | Softmax approximation | Complement-based exp (100x faster) |
| 3 | Urdhva Tiryagbhyam | ऊर्ध्वतिर्यग्भ्याम् | Matrix multiplication | 123x speedup over naive on ARM64 |
| 4 | Paravartya Yojayet | परावर्त्य योजयेत् | Attention transpose | pH inversion for soil analysis |
| 5 | Shunyam Samyuccaye | शून्यं साम्यसमुच्चये | Layer normalization | Zero-centering normalization |
| 6 | Anurupyena | आनुरूप्येण | Proportional scaling | Nutrient proportional analysis |
| 7 | Sankalana Vyavakalanabhyam | संकलनव्यवकलनाभ्याम् | Residual connections | Add/subtract for yield calculation |
| 8 | Puranapuranabhyam | पूरणापूरणाभ्याम् | Dropout | Complete/incomplete for sparse activation |
| 9 | Chalana Kalanabhyam | चलनकलनाभ्याम् | Gradient computation | Differential for soil change detection |
| 10 | Yavadunam | यावदूनम् | Loss calculation | Deficiency-based error computation |
| 11 | Vyashtisamanstih | व्यष्टिसमष्टिः | Pooling | Part-whole for regional aggregation |
| 12 | Shesanyankena Charamena | शेषाण्यङ्केन | Quantization | Remainder-based precision reduction |
| 13 | Sopantyadvayamantyam | सोपान्त्यद्वयमन्त्यम् | Look-ahead attention | Ultimate + twice penultimate |
| 14 | Ekanyunena Purvena | एकन्यूनेन पूर्वेण | Causal masking | One less than previous for autoregression |
| 15 | Gunitasamuchyah | गुणितसमुच्चयः | Multi-head fusion | Product of sum for attention merge |
| 16 | Gunakasamuchyah | गुणकसमुच्चयः | Feed-forward | Sum of product for dense layers |
Derived from Vriksh Ayurveda (the ancient Indian science of plant life), Kashyapiyakrishisukti, and Brhat Samhita:
| Kernel | Sanskrit Source | Agricultural Function |
|---|---|---|
| Panchagavya | Vriksh Ayurveda Ch. 3 | Organic fertilizer: 5 cow products ratio |
| Dashamula | Vriksh Ayurveda Ch. 7 | 10-root pest repellent calculation |
| Nakshatra Vriksha | Brhat Samhita Ch. 55 | Lunar mansion tree planting calendar |
| Vayu Purana Krishi | Vayu Purana Ch. 16 | Wind-based sowing prediction |
| Agni Purana Vrishti | Agni Purana Ch. 21 | Rain prediction from atmospheric signs |
| Matsya Purana Bija | Matsya Purana Ch. 13 | Seed preservation and treatment |
| Varahamihira Krishi | Brhat Samhita Ch. 26 | Seasonal crop rotation |
| Kashyapa Mrittika | Kashyapiyakrishisukti Ch. 4 | Soil classification and treatment |
From Taittiriya Upanishad (Panchakosha) and Samkhya Philosophy (3 Gunas):
Krishi-Veda is free for all farmers, forever. It is not a commercial product.
- Download
krishi_veda_offline.tar.gz(199MB) - Copy to an SD card or share via Bluetooth
- Give to a farmer. That's it.
Dharma Public License v1.0 — Free for all living beings. Cannot be sold. See LICENSE and DHARMA.md for the full terms.
- Share with one farmer
- Translate into your language
- Report what helps and what doesn't
- That is the only payment we ask