Technical8 min read
Understanding Hybrid Search: Why BM25 + Vector Search is the Future
Learn how combining traditional keyword search with semantic vectors can improve retrieval accuracy by 40%.
Dec 5, 2024Read more →
RAG Engine Blog
Insights, tutorials, and best practices for building AI-powered knowledge systems
Tutorial6 min read
Neural Reranking: The Secret to Getting the Right Answer First
Cross-encoder models can dramatically improve the quality of your RAG responses. Here's how to implement them.
Dec 3, 2024Read more →
Deep Dive12 min read
Building Agentic RAG Systems: Multi-Step Reasoning for Complex Queries
When simple retrieval isn't enough, agentic workflows can break down complex questions into manageable steps.
Nov 28, 2024Read more →
Security10 min read
Enterprise Security in RAG: PII Redaction, SSO, and Audit Logging
How to build RAG systems that meet enterprise security and compliance requirements.
Nov 22, 2024Read more →
Integration7 min read
Integrating RAG with n8n: Automate Your Knowledge Workflows
Step-by-step guide to connecting RAG Engine with n8n for powerful workflow automation.
Nov 18, 2024Read more →
Technical9 min read
Knowledge Graphs in RAG: Entity Extraction and Multi-Hop Reasoning
How to use knowledge graphs to understand relationships between entities in your documents.
Nov 12, 2024Read more →