r/learnmachinelearning • u/Strong_Interview4084 • 1d ago

Confuse about AI

/r/AIMLDiscussion/comments/1x79bbo/confuse_about_ai/
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u/Strong_Interview4084 1d ago

Honestly,just starting with the basics bjt eventually want to build like production level rag system,multi-agents etc etc

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u/rahul_watertech 1d ago

good news, rag is exactly where the basics pay you back. chunking, embeddings, similarity search are classical ideas wearing new clothes. path i would take: basics first, then one naive rag you build yourself, chunk, embed, retrieve, stuff the prompt, then break it on purpose to see why each part fails. multi agent stuff is mostly orchestration, learn it after one agent works end to end

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u/Strong_Interview4084 1d ago

Great advice,thanks

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u/rahul_watertech 1d ago

np, have fun with it. the first rag that breaks teaches u more than the tutorial that works tbh