Data Loaders
Hystersis supports loading data from various document formats for ingestion into memory.Production Ingestion API
Use the Sources API for production ingestion. It creates a durable source record, stores uploaded files in the configured blob backend, chunks extracted text, and writes searchablesource_chunk memories with source attribution metadata.
STORAGE_PROVIDER=r2 and R2_* credentials are configured. Local filesystem storage is retained for development and self-hosted minimal installs.
Supported Formats
Quick Start
PDF Loader
Audio Loader
Document Structure
Loading from URLs
All loaders support loading from HTTP/HTTPS URLs:Custom Loaders
Implement theLoader interface for custom formats: