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RAG Wizard
Settings Reference
Complete reference for all RAG Wizard settings, parameters, and configurations.
This is the master settings reference for the RAG Wizard. Use the links below to navigate to step-specific documentation or RAG type configuration guides.
Wizard Steps
| Step | Page | Description |
|---|---|---|
| 1. Project Setup | Name, domain, and use case | |
| 2. Knowledge Sources | Document upload and URL sources | |
| 3. Document Processing | Preprocessing, chunking, and metadata | |
| 4. Graph Editor | Knowledge graph visualization (GraphRAG only) | |
| 5. Pipeline Configuration | Embeddings, retrieval, and search methods | |
| 6. API Setup | API keys, REST, SDK, and MCP |
RAG Type Configuration Guides
| RAG Type | Configuration Guide | Best For |
|---|---|---|
| Simple RAG | Dense vector search only | Quick deployment, single-domain Q&A |
| Hybrid RAG | Vector + BM25 keyword search | Mixed keyword and semantic queries |
| Graph RAG | Vector + knowledge graph traversal | Complex relationships and multi-hop queries |
Quick Settings Comparison
| Setting | Simple RAG | Hybrid RAG | Graph RAG |
|---|---|---|---|
| Search Method | Dense | Hybrid | Graph |
| BM25 | Disabled | Enabled | Disabled |
| Graph Extraction | Disabled | Disabled | Enabled |
| Embedding Model | text-embedding-3-small | text-embedding-3-small | text-embedding-3-large |
| Retrieval Method | Custom Document Template | Custom or Contextual | ML-Optimized Contextual |
| LLM Integration | Optional | Optional | Required |