Interactive workshop for implementing RAG systems using Anthropic's Citations API. Focused on advanced patterns, system architecture, and production deployment for senior engineers.
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Updated
Jan 30, 2025 - Shell
Interactive workshop for implementing RAG systems using Anthropic's Citations API. Focused on advanced patterns, system architecture, and production deployment for senior engineers.
LangGraph compliance-review agent for financial services. Citation-grounded determinations against a regulatory rulebook, conformal abstention to human review, Slack HITL approval gates, examiner-grade hash-chained audit log. Eval reports false-negative rate, not just accuracy.
Production RAG pipeline on FinanceBench: hybrid BM25+dense+RRF+Cohere Rerank, Anthropic Contextual Retrieval, conformal abstention (Yadkori 2024), Citations API grounding, triple eval (RAGAS+HHEM+DeepEval). Every eval number is reproducible and CI-gated.
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