# Notebooks

Quickstarts and educational walkthroughs for SIE. Each notebook is a self-contained tutorial you can run locally or in Colab.

> More notebooks are in progress and will be published before launch.

## Notebooks

| Notebook | Description | |
|----------|-------------|---|
| **[Quickstart](quickstart.ipynb)** | Encode, score, extract in 5 minutes | [![Open in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/superlinked/sie/blob/main/notebooks/quickstart.ipynb) |
| **Multi-Model Hybrid Search** | Combine SOTA dense + sparse + reranker models |
| **Model Swapping** | Compare models, find the best for your data |
| **Image Search** | CLIP / SigLIP cross-modal search |
| **Visual Docs** | ColPali PDF search without OCR |
| **RAG Pipeline** | End-to-end retrieval-augmented generation |
| **OpenAI Migration** | Switch from OpenAI in 5 minutes |

## Running locally

```bash
pip install sie-sdk jupyterlab
jupyter lab
```

## Links

- [SIE overview](../README.md)
- [API reference](https://superlinked.com/docs/reference/sdk)
- [Full quickstart guide](https://superlinked.com/docs/quickstart)
- [All models](https://superlinked.com/models)
