Anas-elkhabbaz/Ziraatech

An innovative application that integrates AI models, NoSQL databases, and external APIs to provide value to Morocco farmers. The goal of the project is to create an intelligent, data-driven platform that supports farmers by providing localized weather information, translation services, and recommendations for improving their agricultural practices. # Ziraatech: An Integrated Solution for Sustainable and Innovative Agriculture ### **Description** Ziraatech is a cutting-edge platform that leverages Artificial Intelligence (AI), IoT, and Big Data to revolutionize the agricultural sector. Designed for small-scale and rural farmers, it provides real-time data analysis, personalized recommendations, and sustainable farming solutions. The platform aims to optimize agricultural yields while reducing costs and environmental impact. --- ### **Features** - **AI-Powered Chatbot**: Provides instant, personalized, and context-aware agricultural advice in local dialects. - **Real-Time Data Collection**: Monitors soil conditions, irrigation levels, and weather data for actionable insights. - **Intuitive User Interface**: Simple navigation and multilingual support (including local dialects). - **Integration with Pinecone and Hugging Face**: Delivers efficient and accurate data retrieval and response generation. - **Data-Driven Recommendations**: Optimizes resource usage (water, fertilizers, and energy) while minimizing environmental impact. --- ### **Impact** #### **Economic Impact** - Optimizes resources to reduce costs and increase agricultural yields. - Boosts farmers' income by improving productivity. #### **Social Impact** - Strengthens farmers' knowledge and decision-making abilities. - Promotes inclusivity with user-friendly interfaces in local languages. #### **Environmental Impact** - Reduces excessive use of agricultural inputs. - Encourages sustainable farming practices to preserve ecosystems. --- ### **Installation** #### **Prerequisites** - Python 3.8 or later - Required libraries listed in `requirements.txt` #### **Steps** 1. Clone the repository: ```bash git clone github.com cd Ziraatech 2. Create a virtual environment: ```bash python -m venv venv source venv/bin/activate # On Windows: venv\Scripts\activate 3. Install dependencies:: ```bash pip install -r require …