🎁 Free ResourcesAI/ML Infrastructure
Production-verified checklists, templates, and technical guides for implementing RAG systems, MLOps, and AWS cost optimization
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⭐ Featured Resources
Most downloaded guides and templates by our community
RAG Checklist 30 Points
Complete technical checklist for implementing RAG systems in production. Covers vector databases, LLM integration, caching, monitoring, and costs.
RAG Project Template
Architecture template and best practices for RAG projects. Includes system design, vectorization strategies, and deployment pipeline.
AWS Cost Optimization Checklist
40 verification points to reduce AWS costs. Compute, storage, database, networking, and monitoring. Applied in projects with 60-80% reduction.
📚 All Resources
Complete collection of guides and templates
MLOps Readiness Assessment
25-point assessment to evaluate if your ML models are ready for production deployment. Covers infrastructure, monitoring, versioning, and CI/CD.
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