https://github.com/chisa-dev/massa
Massaa is Amharic word with meaning 'Farm'. Our "AI for Agriculture" app offers a solution by providing personalized insights. Through advanced data analytics, we empower farmers to make well-informed decisions about crop selection, timing, resource management, and more.
https://github.com/chisa-dev/massa
flutter
Last synced: 26 days ago
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Massaa is Amharic word with meaning 'Farm'. Our "AI for Agriculture" app offers a solution by providing personalized insights. Through advanced data analytics, we empower farmers to make well-informed decisions about crop selection, timing, resource management, and more.
- Host: GitHub
- URL: https://github.com/chisa-dev/massa
- Owner: chisa-dev
- Created: 2023-09-02T20:20:45.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2023-09-03T09:08:51.000Z (over 1 year ago)
- Last Synced: 2025-04-06T07:56:48.443Z (29 days ago)
- Topics: flutter
- Language: Dart
- Homepage: https://horansoftware.com/massa
- Size: 14.1 MB
- Stars: 3
- Watchers: 1
- Forks: 1
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# What is Massa
Massaa is Amharic word with meaning 'Farm'. Our "AI for Agriculture" app offers a solution by providing personalized insights. Through advanced data analytics, we empower farmers to make well-informed decisions about crop selection, timing, resource management, and more. This bridges the information gap, enhances yields, increases profitability, and promotes sustainable farming practices in the region.
## Screenshot Demo
## Features Added Yet:
- Daily Insight
- Chat With AI
- Recommendation
## Chating With AI
```json
{"message":" hi "}
res: {
"status": true,
"message": {
"text": "Hello! How can I assist you today?"
}
}
error: {
"status": false,
"message": "The message field is required."
}
```
## Request Recommendation & Insight to AI
```json
{
"SoilData": {
"SoilType": "loam",
"pHLevel": 1.5,
"ErosionSusceptibility": 15
},
"location": {
"longtude": 25,
"latitude": 10,
"city":"optional"
},
"HistoricalCropYields": [
{
"CropType": "Wheat",
"YieldData": [
{
"Year": 2020,
"Yield": 1200
},
{
"Year": 2019,
"Yield": 1100
}
]
},
{
"CropType": "Corn",
"YieldData": [
{
"Year": 2020,
"Yield": 800
},
{
"Year": 2019,
"Yield": 750
}
]
}
],
"PestAndDiseaseData": {
"CommonPests": ["Aphids", "Whiteflies"],
"CommonDiseases": ["Powdery Mildew", "Rust"]
}
}
```
## Respose From AI
```json
{
"status": true,
"0": {
"CropRecommendations": {
"PossibleCropTypes": [
{
"CropType": "Lettuce",
"Yield": "1200 kg/acre"
},
{
"CropType": "Beans",
"Yield": "800 kg/acre"
},
{
"CropType": "Cabbage",
"Yield": "1000 kg/acre"
}
],
"CropRotationPlan": [
"Year 1: Lettuce",
"Year 2: Beans",
"Year 3: Cabbage"
],
"PlantingAndHarvestingTime": {
"Lettuce": {
"PlantingTime": "Spring or fall, when temperatures range between 45-75°F",
"HarvestingTime": "Harvest leaves as needed, typically around 60-70 days after planting"
},
"Beans": {
"PlantingTime": "Cool weather: Spring for early cabbage, late spring to early summer for mid-season cabbage; Warm weather: Late summer to early fall for late cabbage",
"HarvestingTime": "After heads form and reach desired size, typically around 80-180 days after planting depending on variety"
}
},
"FertilizerNeeds": [
{
"CropType": "Lettuce",
"Fertilizers": [
{
"Type": "Nitrogen",
"Amount": "100 kg/acre"
}
]
},
{
"CropType": "Beans",
"Fertilizers": [
{
"Type": "Phosphorus",
"Amount": "80 kg/acre"
},
{
"Type": "Nitrogen",
"Amount": "120 kg/acre"
}
]
},
{
"CropType": "Cabbage",
"Fertilizers": [
{
"Type": "Potassium",
"Amount": "60 kg/acre"
},
{
"Type": "Nitrogen",
"Amount": "80 kg/acre"
}
]
}
],
"PesticideHerbicideFungicideNeeds": {
"Pesticides": [
"Pesticide A",
"Pesticide B"
],
"Herbicides": [
"Herbicide X",
"Herbicide Y"
],
"Fungicides": [
"Fungicide P",
"Fungicide Q"
]
},
"AdditionalWaterNeeds": {
"Lettuce": "Regular irrigation during dry periods.",
"Beans": "Moderate water requirement throughout the growing season.",
"Cabbage": "Tolerant to drought but benefits from regular watering."
},
"PossibleDiseasesAndRisks": {
"CommonDiseases": [
"Powdery Mildew",
"Rust"
],
"Risks": [
"Potential drought in mid-summer",
"Susceptibility to aphid infestation"
]
}
},
"ToolsNeeded": [
"Tractors",
"Plows",
"Seeders",
"Irrigation Equipment",
"Spraying Equipment for Pesticides and Fertilizers"
]
}
}
```