Build and Evaluate a Minimal Embedding-Based RAG Pipeline

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Quick Overview

Build a minimal retrieval-augmented generation pipeline with transparent ingestion, chunking, embeddings, indexing, retrieval, and prompt assembly. Evaluate retrieval first with known relevant chunks, preserve document provenance, resist prompt injection from sources, and support abstention.

Build and Evaluate a Minimal Embedding-Based RAG Pipeline

Company: Harvey

Role: AI Agent

Category: ML System Design

Difficulty: medium

Interview Round: Onsite

Overview: Build a minimal retrieval-augmented generation pipeline with transparent ingestion, chunking, embeddings, indexing, retrieval, and prompt assembly. Evaluate retrieval first with known relevant chunks, preserve document provenance, resist prompt injection from sources, and support abstention.

Read the full Harvey AI Agent interview experience this question came from

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Harvey
Aug 14, 2026
mediumAI AgentOnsiteML System Design
8
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