LlamaIndex Sessions: 12 RAG Pain Points and Solutions

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We’re excited to feature Wenqi Glantz for a personal walkthrough video of her popular “12 RAG Pain Points and Solutions” blog post, which is the most comprehensive cheatsheet we’ve seen of pain points that occur at every stage of the RAG pipeline: data ingestion, retrieval, reranking, synthesis, and more.

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simply amazing. I liked your constructive response to a paper with a pessimistic title. Embrace your challenges and keep moving forward. Appreciate the mapping to LllamaIndex Notebooks.

DonBranson
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Excellent video, and very informative. Thank you very much.

kenchang
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This is brilliant! Thanks for sharing!

christyson
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im genuinely confused. what is the most accurate strategy to date?

Theres so many tutorials out there, which one should I use for my use case. If you could guide me on that and then I can follow along a tutorial of somekind would be great.

For example, i saw your posted workshop of advanced RAG with gemini.
Should i follow that as the guide?

karanv
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I have a python flask chatbot working hosted on AWS. Issue is all users that query the bot are getting answers from other users, in other words, it’s just one huge chat session for many users. How can I separate the sessions?

sysadmin
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Can be all this solutions implemented at once?

tecnopadre