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GenAI Architecture: Retrieval-Augmented Generation with External Search
NCERT
textbook
Knowledge
base
Cloud storage S3/Blob storage
Uploads
elsAi
OCR → Chunking → Embedding
Pinecone
Chunks retrieved prompt input query Chat history
pezzo
W&B Monitoring Tokens, cost, latency
LLM Reasoning model
SERP API
YouTube data API search.list method
SERP API

Test

by sri

0
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