Enterprise RAG System: Ingestion, Embedding, Monitoring
HLD:
Trade-offs at HLD level
StepWhy this toolWhy NOT others
PoolPartyBusiness semanticsLLMs can’t enforce ontology
S3Cheap, durableDB too expensive
SQSBackpressure + retryKafka costly + ops heavy
EC2 preprocessingContinuous, low latencyBa...
mlplatform.hashnode.dev6 min read