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Guides

Practical, hands-on guides for using CRP in real-world scenarios.

Getting Started

Guide What You'll Learn
Demo App Run the interactive demo to see all 9 dispatch strategies in action
Streaming Stream tokens as they arrive with dispatch_stream()
Multi-Turn Build knowledge across multiple conversations

Data & Persistence

Guide What You'll Learn
Ingestion Feed external data into CRP without an LLM call
Session Persistence Resume sessions across restarts with CKF cold storage

Deployment

Guide What You'll Learn
HTTP Sidecar Run CRP as a REST API for cross-process integration

Prerequisites

All guides assume you have CRP installed:

pip install context-relay-protocol

And a provider configured (see Providers or Local Models & LM Studio).