Extractor components for the Sayou Data Platform

Sayou Extractor

Retrieve and query stored data for downstream reasoning and analytics.

💡 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.

🚀 Quick Start

pip install sayou-extractor

🏗️ 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