- KisanAI stands as a cornerstone of Hal, embodying a pioneering approach to incorporate artificial intelligence into the agricultural practices of India's farming communities. It is designed to analyze soil compositions based on three primary parameters: silt, clay, and sand levels, categorized into low, medium, and high. These parameters are critical in determining the physical characteristics of the soil, which in turn influence water retention, nutrient availability, and aeration - all vital factors for plant growth.
By inputting the levels of silt, clay, and sand in their fields, farmers can leverage KisanAI to receive tailored recommendations on the most suitable crops to cultivate. This advice takes into consideration the unique composition of their soil, thereby optimizing agricultural outcomes. The intelligent recommendations ensure that farming practices are aligned with sustainable agriculture principles, aiming to boost crop yields, minimize resource wastage, and reduce operational costs.
The overarching goal of KisanAI is to empower farmers with actionable insights derived from AI analysis, thus enhancing their productivity and ensuring the sustainability of their farming operations. By bridging traditional agricultural wisdom with cutting-edge technology, KisanAI seeks to support the well-being of the farming community, contributing to a future where agriculture is more efficient, sustainable, and profitable.
- The Hal Marketplace acts as a digital trading floor for agricultural products, where farmers can directly buy, sell, rent produce and equipments without intermediaries. This feature empowers farmers by providing them with a platform to reach a wider market, ensuring fair pricing and transparency in transactions. From seeds, fertilizers, and equipment to harvested crops, the marketplace is a one-stop-shop for all agricultural needs, fostering a sense of community and mutual support among users.
- In the Videos section, users have access to a rich library of educational content focused on agriculture. These videos range from tutorials on modern farming techniques and best practices to advice on crop care, pest control, and machinery use. This resource is invaluable for farmers looking to enhance their knowledge and skills, stay updated on the latest agricultural trends, and improve their farm's productivity and sustainability.
- The Forum serves as a digital gathering place for the Hal community, where farmers, agricultural experts, and enthusiasts can connect. Users can share their experiences, ask questions, provide answers, and discuss a wide range of topics related to farming and agriculture. This collaborative environment encourages the exchange of knowledge and supports problem-solving, making it easier for farmers to overcome challenges and succeed in their endeavors.
- Hal aims to revolutionize the farming culture in India by integrating technology with traditional practices. Through features like KisanAI, the Marketplace, educational Videos, and the Forum, Hal provides farmers with the tools and knowledge they need to thrive in the modern agricultural landscape. By fostering a community of informed, connected, and empowered farmers, Hal contributes to a more sustainable, productive, and prosperous agricultural sector.
- Node.js
- npm or yarn
- YouTube Apiv3
- MongoDB (Local or Atlas)
- Python (for KisanAI backend)
- Flask (for KisanAI API)
- Clone the repository:
git clone https://github.com/yourusername/Hal.git
cd Hal- Install Dependencies
npm install
# or
yarn install- Start Frontend & Backend in their directories
npm run dev
# or
yarn dev- cd into model
pip install -r requirements.txt
python app.py