# Wheat Assistant - Ollama Model

Welcome to the **Wheat Assistant**, a specialized AI chatbot designed to provide accurate and concise information about wheat farming. This model is fine-tuned to answer questions related to wheat cultivation, disease management, irrigation techniques, and crop health monitoring.

## Getting Started

Follow these steps to set up and run the Wheat Assistant model using Ollama.

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### Prerequisites

1. **Install Ollama**:
   - Download and install Ollama from the official website: [Ollama Installation Guide](https://ollama.ai/installation).

2. **Download the Model Files**:
   - Download the `.gguf` model file and `Modelfile` from the Hugging Face repository:
     - [AROOJNCBC/llama-3.2-3b-wheat_chatbot-gguf](https://huggingface.co/AROOJNCBC/llama-3.2-3b-wheat_chatbot-gguf).
   - Place the `.gguf` file and `Modelfile` in the same directory.

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### Step 1: Create the Model

1. Open a terminal or command prompt.
2. Navigate to the directory where the `Modelfile` and `.gguf` file are located:
   ```bash
   cd /path/to/your/directory


## Create the model using the Modelfile:
 ```bash
 ollama create wheat-assistant -f Modelfile

## Step 2: Run the Model
1. Start an interactive session with the Wheat Assistant:

Run command in cmd: ollama run wheat-assistant

Ask questions related to wheat farming. For example:

1. What are the best practices for wheat irrigation?
2. How can I manage wheat diseases?
3. What types of wheat are best for bread making?

## Step 3: Verify Wheat-Related Answers
The Wheat Assistant is designed to answer only wheat-related questions. If you ask a question unrelated to wheat farming, the model will politely redirect you. For example:

>>> What are the types of cats?
I specialize in wheat farming and related information. Please ask me questions about wheat, such as farming techniques, diseases, or irrigation methods.

## Supported Questions
Here are some examples of questions the Wheat Assistant can answer:

1. Cultivation: "What are the best practices for planting wheat?"

2. Diseases: "How can I prevent rust in wheat crops?"

3. Irrigation: "What irrigation methods are most effective for wheat?"

4. Crop Health: "How do I monitor the health of my wheat crop?"