RAG · 7 min read
LLM Agent Architecture: Interview Answer Framework
A structured framework for answering LLM agent architecture interview questions: ReAct pattern, tool calling, planning algorithms, and memory systems.
rag
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RAG · 6 min read
LLM Agent Tool Calling: Interview Answer Framework
A structured framework for answering LLM tool calling interview questions: function calling, tool selection, error recovery, and parallel tool execution.
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RAG · 7 min read
LLM Evaluation: Interview Answer Framework
A structured framework for answering LLM evaluation interview questions: MMLU, HumanEval, MT-Bench, custom evals, LLM-as-judge, and human eval correlation.
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RAG · 6 min read
RAG Access Control: Interview Answer Framework
A structured framework for RAG access control interview questions: document-level ACL, tenant isolation, permission-aware retrieval, and compliance filtering, with a comparison table and worked answers.
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RAG · 6 min read
RAG Citation Generation: Interview Answer Framework
A structured framework for RAG citation generation interview questions: source attribution, hallucination detection, citation verification, and grounded generation, with a comparison table and concrete answer templates.
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RAG · 6 min read
RAG Cost Optimization: Interview Answer Framework
A structured framework for answering RAG cost optimization interview questions: embedding caching, query dedup, tiered retrieval, and token budget management.