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README.md

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 Encode, score, extract in 5 minutes Open in Colab
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

pip install sie-sdk jupyterlab
jupyter lab

Links