# Sayou Extractor

**Retrieve and query stored data for downstream reasoning and analytics.**

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## 💡 Why Sayou Extractor?

`sayou_extractor` provides a uniform interface for fetching relevant contexts, documents, or entities from storage —  
a key enabler for RAG and KG-based reasoning.

- **File, SQL, and Vector Retrieval.**  
- **Unified Query Interface.**  
- **Easily Composable in RAG Pipelines.**

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## 🚀 Quick Start

```bash
pip install sayou-extractor
```

```python
```

## 🏗️ Core Concepts

- Retriever: Loads data from files or APIs.
- Searcher: Finds relevant entries via vector similarity.
- Querier: Runs structured DB queries.

## 📜 License

Apache 2.0 License © 2025 Sayouzone