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Smart فلاح aims to create a chatbot powered by a Large Language Model (LLM), designed specifically for Moroccan farmers, offering personalized agricultural advice and insights based on local data, weather, and soil conditions to enhance their farming practices

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Smart-Farmer

Smart-Fellah-trans2 (1)

💭 Proposal

Smart فلاح proposes the development of an LLM-powered chatbot, a user-friendly platform tailored to the specific needs of Moroccan farmers. This chatbot not only answers farmers' questions but also provides valuable insights about agricultural practices. By leveraging region-specific data, weather conditions, and soil types, the chatbot aims to be a comprehensive tool that empowers farmers with timely and relevant information.

🔑 Key features (Outcomes and Deliverables)

Crop Insights: Smart فلاح offers information about crops based on region specifacions, weather conditions, soil type, etc. Allowing farmers to make informed decisions promptly.

Customized Recommendations: Smart فلاح tailors its responses to the unique agricultural challenges in Morocco and Africa, providing personalized recommendations for better outcomes.

Communicates in Moroccan Arabic: Smart فلاح has the capacity to communicate in Moroccan Arabic, ensuring seamless interaction with farmers and making the platform accessible to a broader audience.

Reference Links for Validation: Feature enabling the Smart فلاح to provide reference links to potential websites that contain proof or additional information supporting its responses.

User-Friendly Interface: Designed with the end-user in mind, Smart فلاح ensures that farmers, regardless of their technological proficiency, can easily navigate and extract valuable insights from the platform.

💡 Impact

The project stands out for its innovation by introducing a chatbot in Moroccan Arabic tailored to farmers' needs. It also offers insights and personalized recommendations, bringing a fresh approach to traditional agricultural assistance. The project's impact is evident in its potential to empower farmers with insights and personalized recommendations, fostering informed decision-making and potentially increasing agricultural productivity.

🤖 LLMs

Mixtral-8x7B

Seamless-m4t

Zephyr-7B

image

💻 Instructions :

git clone https://huggingface.co/spaces/smart-fellah/Smart-fellah

pip install -r requirements.txt

streamlit run app.py

About

Smart فلاح aims to create a chatbot powered by a Large Language Model (LLM), designed specifically for Moroccan farmers, offering personalized agricultural advice and insights based on local data, weather, and soil conditions to enhance their farming practices

Resources

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2 stars

Watchers

1 watching

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