Monu Kumar Modi
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Monu Kumar Modi

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4 articles

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Technical blueprint illustrating document retrieval and reranking
02 · RNK4VCTR9July 27, 2026

Reranking Vector Search: How Rerankers Improve RAG

Learn how two-stage retrieval with cross-encoder rerankers dramatically improves RAG accuracy, latency tradeoffs, and production deployment patterns.

ragvector-searchrerankingllm
Server infrastructure representing an LLM gateway
03 · LLMG8TW4YMarch 8, 2025

Building an LLM Gateway at Scale

How to centralize LLM access for thousands of developers with intelligent routing, caching, and cost controls across multiple model providers.

llmgatewayinfrastructurescale
Multiple AI agents collaborating
04 · AGNT5PR0DJanuary 15, 2025

Multi-Agent Systems in Production

Practical patterns for orchestrating autonomous agents with tool use, memory, and human-in-the-loop guardrails in real-world deployments.

agentslangchainproductionllm
Enterprise workspace with architectural diagrams
01 · RAG7ENT4PROctober 12, 2024

The Future of RAG in Enterprise Systems

Production-ready RAG requires more than a vector database. Explore architectural patterns for reliability, governance, and scale in enterprise AI systems.

ragenterpriseaiarchitecture