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Financial RAG & Knowledge Retrieval Platform

System Architecture

Architecture for hybrid retrieval and evaluation systems.

Governance & Guardrails

"Fail-safe behavior: All final responses shall be supported by retrieved evidence. Low-confidence outputs trigger human-in-the-loop review."

Grounding Check
Hallucination Risk
Citation Grounding
Audit Tracing

Architecture Principles

  • Hybrid Retrieval Priority
  • Evaluation-Driven Optimization
  • Grounding Quality
  • Low-Latency Inference

Infrastructure

Vector StoreFAISS
RankingBM25 + Reranker
FrameworkLangChain
EvaluationRAGAS Metrics
SYSTEM STATUS: ACTIVEEnterprise AI Infrastructure Operational ✓