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Question
Retrieval
DB
Retriever
Embedder
DB
Augmentation
Generation
Response
fetching data related to query 1
raw information 2
Splitting large text to manageable chunks
Embedding user query 5
Embedding chunks and storing in vector databases
finding similar vectors to user query using distance algorithms
augmenting instruction, query and context
Generating response using context and giving back to user
rag
by aymenhs
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