Day 43: Hands-On — Agentic RAG End-to-End
Автор: Systemdrllp5
Загружено: 2026-02-23
Просмотров: 5
Описание:
What we build:
A four-agent pipeline (Planner → Retriever → Validator → Synthesizer) wired into a single executable system
Self-correction loop: Validator triggers re-retrieval when chunk quality falls below threshold
Full traceability integration re-using the L42 audit trail — every agent action logs a structured event with trace_id
FastAPI orchestration layer with a React dashboard visualizing pipeline state in real time
ChromaDB vector store pre-seeded with enterprise knowledge documents
Connection to L42: We activate the logging infrastructure built in L42. Every agent method wraps its inputs, outputs, and decisions in the TraceEvent objects you already built. Nothing is mocked — the same AuditLogger class wires directly into this pipeline.
Enables L44: The complete, instrumented pipeline you build here becomes the subject under test in L44, where you'll feed its outputs into Ragas for faithfulness, answer relevance, and context recall scoring.
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