Installation Quickstart Configuration

Architecture deep-dive Collections Documents Embeddings Search Security & Auth Model Webhooks

Authentication Users API Keys Audit Log Status Instance Settings Collections Documents Connectors Chat Query & Search Vectors Embedding Presets MCP Servers Webhooks Usage Evaluation User Preferences Health & Stats

TypeScript SDK Python SDK MCP Server

Cookbook — multi-tenant SaaS

Dependency Updates Testing Releases

Migrate from Pinecone

Docker Railway Production Encryption at Rest

API Reference

Documents

API endpoints for uploading, managing, and monitoring documents.

Base path: /v1/collections/{collection_name}/documents

All endpoints require authentication. API keys need:

document:upload — upload, batch upload, upload-session create/file/complete
document:read — list, get, chunks, elements, batch get/status
document:delete — delete, batch delete

Core

Batch & sessions

Status & polling

Collections

API endpoints for managing collections.

Connectors

S3-compatible source configuration, prefix mirroring, and resync APIs.

On this page

Core Batch & sessions Status & polling