# BoneMeal
How to run:
- Download Llama 3.1-8B-Instruct
- Insert your HuggingFace token in server.py line 9:
```python
# Insert your HF token here:
login("<HF-token-here>")
```

## Environment Setup for PlantCV & Stable Diffusion

### Why two environments?
- **PlantCV 4.8** requires **NumPy ≥ 2.0**.  
- **Stable Diffusion / Diffusers** (which uses Torch, Accelerate, ecc.) requires **NumPy < 2.0** instead.  

These requirements are **incompatible in the same Python environment**, so the safest way to work is to have **two separate virtual environments**.

---

## Environment 1 – PlantCV (image analysis)

This environment is used for everything AI-free. It requires Anaconda3, but the environment set-up is in the omonymous yamn file

### Create the environment
```bash
conda create -f env.yaml
conda activate myEnv
```

The required modules can be found in the file ```requirements_plantcv.txt".

## 🖼Environment 2 – Stable Diffusion (image generation)

This environment is used to generate realistic images (future projections of the plant) based on the JSON produced by PlantCV.

### Create the environment
```bash
python -m venv env_sd
env_sd\Scripts\activate   # Windows
source env_sd/bin/activate   # Linux/Mac
```

The required modules can be found in the file ```requirements_stableDiff.txt```