Rohit Sharma's architecture for Retrieval-Augmented Generation (RAG), OpenAI GPT-4o integration, Pinecone vector embeddings, and autonomous support agent pipelines.
User initiates request. Cloudflare WAF validates SSL/TLS certificate, inspects HTTP headers, and enforces Redis sliding-window rate limiting (100 req/min).
Building intelligent agents capable of parsing documentation, executing policy-based refunds, and handling tier-1 customer inquiries with over 95% accuracy.
Chunking enterprise PDFs and technical docs into high-dimensional vector embeddings for sub-200ms similarity search queries.
Deploying self-hosted LLaMA 3 models locally via Ollama for sensitive financial and healthcare compliance environments.