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@ -151,7 +151,7 @@ PageIndex’s hierarchical indexing enabled precise navigation and extraction of
# 🧠 Reasoning-Based RAG with PageIndex
Use PageIndex to build **reasoning-based retrieval systems** without relying on semantic similarity. Great for domain-specific tasks where nuance matters.
Use PageIndex to build **reasoning-based retrieval systems** without relying on semantic similarity. Great for domain-specific tasks where nuance matters ([more examples](https://pageindex.vectify.ai/examples/rag)).
### 🔖 Preprocessing Workflow Example
1. Process documents using PageIndex to generate tree structures.