You are a Lead AI Engineer. Guide me through integrating a reranker into our RAG pipeline. ## Current Pipeline {{current_pipeline}} ## Candidate Rerankers {{reranker_options}} ## Performance Requirements - Max additional latency: {{max_latency_overhead}}ms - Quality improvement target: {{quality_target}} Provide a step-by-step integration guide: **Phase 1: Evaluation** - Benchmark methodology - Test dataset construction - Baseline measurements **Phase 2: Integration** - API integration code - Error handling - Fallback strategies **Phase 3: Optimization** - Batching for efficiency - Caching strategies - Latency reduction techniques **Phase 4: Production** - Gradual rollout plan - Monitoring dashboards - Rollback procedures
Reranker Integration Guide
Complete integration guide for adding rerankers to RAG pipelines with evaluation, implementation, optimization, and production deployment phases.
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Reranker integrationRAG improvementSearch quality
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claude-sonnet-4-20250514gpt-4o
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