Examples

A gallery of full applications built with SIE. Each example is self-contained — clone it, run it, learn from it.

SIE vs TEI vs OpenAI benchmark Cost analysis, latency, and throughput — head-to-head comparison of SIE vs TEI vs OpenAI

OpenClaw semantic search SIE-powered semantic memory for the OpenClaw AI agent

Wine Recommender Multimodal search over tasting notes and wine label photos using Florence2 and SigLIP

Regulatory Intelligence RAG Custom pruner adapter and LoRA hot-loading showcase with a 3-stage pipeline on shared GPU

E-Commerce Product Search End-to-end product search using all 3 SIE primitives — extract, encode, and score

Semantic HF Model Search Semantic search over ~14K HF embedding model cards with task-specific MTEB scores

Submit Your Project

We welcome community examples. To add yours:

1. Create a subdirectory in examples/ with a short name (e.g. wikipedia-search/, pdf-rag/)
2. Include a README covering what it does, how to run it, and which SIE features it uses
3. Keep it self-contained — include requirements.txt or package.json, a docker-compose if needed, and sample data or instructions to fetch it
4. Open a PR against main

Projects can be anything: a search engine, a RAG pipeline, a benchmark, a migration guide, a CLI tool. If it uses SIE, it belongs here.