2025 Edition

    RAG Architecture Playbook

    A concise, practical guide to shipping reliable retrieval-augmented generation systems, from prototype to production scale.

    What's Inside

    Content ingestion & smart chunking strategies
    Embeddings, vector storage, and hybrid retrieval
    Context assembly, grounding, and evaluation frameworks
    Caching, observability, and production deployment
    Security, compliance, and cost optimization
    Reference architectures from small to enterprise scale

    13 Key Sections

    Comprehensive coverage of RAG implementation

    Why RAG (and when not to)
    Content ingestion & chunking
    Embeddings & vector storage
    Retrieval strategies
    Context assembly & generation
    Caching & latency optimization
    Evaluation & grounding
    Security & compliance
    Cost controls & optimization
    Reference architectures
    Implementation checklist
    Tuning tips & best practices
    Production deployment guide

    Built for teams taking LLM systems into production

    FinTech Startups
    Healthcare AI
    Enterprise RAG
    Research Labs