RAG Knowledge Base
Technical guides and research updates on Retrieval-Augmented Generation systems. Learn how to build, optimize, and scale production RAG applications.
Guides
Step-by-step guides covering embeddings, vector databases, chunking strategies, and RAG architectures.
Automated RAG Evaluation Pipeline: Catch Regressions Before Your Users Do
Complete guide to building an automated RAG evaluation pipeline: golden datasets, RAGAS metrics, regression detection, alerting, and CI/CD integration with GitHub Actions.
Knowledge Graph Embeddings: When Graphs and Vectors Merge for Supercharged RAG
Complete guide on Knowledge Graph Embeddings for RAG: TransE, RotatE, ComplEx, Neo4j + vector integration, hybrid graph/vector search and multi-hop QA benchmarks.
RAG Chunking 2026: The 8 Advanced Strategies Nobody Tells You About
The 8 advanced chunking strategies for RAG in 2026: semantic chunking, agentic chunking, late chunking, Anthropic's contextual chunking (+49% recall), parent-child and more.
News
Research papers, new tools, and industry developments in the RAG ecosystem.
Case Studies
Discover how companies across industries use RAG as a Service to automate support, boost conversions, and transform their business with intelligent chatbots.
Live Session: Shipping a RAG Chatbot, Then Training the Team to Run It Alone
How Pierre Kasparian delivered a multi-document RAG chatbot to Live Session, then ran 4 training sessions to make the team fully autonomous on their own product.
HealthPlus: 70% Call Reduction with RAG Self-Service Portal
How health insurance company HealthPlus reduced call center volume by 70% by implementing a RAG-powered self-service portal for members.
LegalFirst: 80% Faster Contract Research with RAG Document Intelligence
How law firm LegalFirst reduced legal research time by 80% using RAG to instantly search across thousands of contracts and legal documents.
Use Cases
Explore how RAG solves real business challenges across industries and professions, from customer support automation to lead qualification and operational efficiency.
Energy: Billing Support and Consumption Tracking with RAG
How energy providers use RAG to automate customer support for billing and consumption advice.
Logistics: Parcel Tracking and Inventory Management with RAG
How logistics companies use RAG to automate shipment tracking and optimize inventory management.
Industry: Predictive Maintenance and Technical Assistants with RAG
How manufacturers use RAG to optimize equipment maintenance and assist field technicians.