designing hybrid context layers
by loreto
Architects the right retrieval strategy for every query — teaching your agent when to use RAG, a knowledge graph, or a temporal index instead of defaulting to vector search for everything.
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THE AGENSI STORE
9 skills found
by loreto
Architects the right retrieval strategy for every query — teaching your agent when to use RAG, a knowledge graph, or a temporal index instead of defaulting to vector search for everything.
A premium library of 399 vulnerability patterns and DeFi attack vectors for AI-driven bug hunting and security audits.
by Roy Yuen
Design, debug, and optimize production RAG systems with expert architecture, hybrid search, and grounding strategies.
by 周祥荣
Generate IEEE/Elsevier publication-ready MATLAB figures with consistent styles, vector exports, and LaTeX captions.
Design, diagnose, and optimize high-performance RAG systems with an engineering-first framework.
A retrieval architect that diagnoses why RAG returns confident-but-wrong answers, picks the right context architecture (RAG vs knowledge graph vs structured/temporal retrieval) instead of defaulting to vector search, and designs the institutional-memory schema embeddings throw away.
Deploy a local, private RAG pipeline using Supabase, n8n, and Ollama in minutes.
by heyhridyansh
Diagnose RAG hallucinations, retrieval failures, and citation errors with a structured root-cause audit.
Architect, debug, and optimize production-grade RAG pipelines with diagnostic scripts and evaluation frameworks.