PDF text becomes normalized text, chunks, embeddings, and a versioned vector index.
Protected System Design
Loudegg Hybrid RAG and Agentic AI Platform
Public viewers can scan the outcome. Employers can unlock the implementation room: ingestion, RAG-only serving, sync LangGraph agent flow, and async Kafka parent-child agents.
All diagrams and examples are generalized, recreated, and sanitized for public demonstration. They do not include proprietary code, internal documents, private data, or confidential implementation details.
Deeper architecture pages are available to employers and interviewers on request.
The unlocked page shows how each RAG and agent box changes the data, step by step.
Simple questions stay RAG-only; tool-heavy requests enter a bounded agent graph.
Kafka fan-out handles slower jobs with retries, observability, and replayable artifacts.