text_emb/README.md

# Text Embeddings for the Semantic Axis of KGD-BMTP

The semantic axis uses text embeddings with the following configuration:

- **Model**: [Qwen3](https://huggingface.co/collections/Qwen/qwen3-embedding)
- **Embedding Dimension**: 32

Each prompt follows the template:

```text
"item title: {item title}, progressive level categories: {category level 1} -> {category level 2} -> ... -> {category level n}".
```

For example:

```text
"item title: The Phantom Tollbooth, progressive level categories: Arts, Crafts & Sewing -> Model & Hobby Building -> Pre-Built & Diecast Models"
"item title: Brambly Hedge Pattern Book, progressive level categories: Arts, Crafts & Sewing -> Sewing -> Sewing Patterns & Templates"
```