When the user asks to integrate the OpenRAG SDK or use OpenRAG in their application, follow this workflow.

Initial assessment phase

Before starting SDK integration:

Identify the OpenRAG instance:
- Determine the base URL (e.g., http://localhost:3000, https://api.example.com)
- Check if authentication is required (API key)
- Test API availability: curl <base_url> or curl <base_url>/health
Identify the target application:
- Programming language (Python, JavaScript/TypeScript)
- Framework (if any): FastAPI, Flask, Express, React, Next.js, etc.
- Project structure and existing dependencies
Determine integration requirements:
- RAG chat functionality (streaming or non-streaming)
- Semantic search
- Document ingestion and management
- Knowledge filters
- Conversation history management
- Settings management

openrag_sdk