Genuinely want to learn RAG
Hi Team,
I have developed RAG using self hosted vector DB by self chunking and embedded using ChatGPT embedding. I have asked different AI platforms (Gemini Pro, Claude, ChatGPT) to teach to perfect every steps. But feels like I get the answer to the only question I ask. Currently I am okay with the answer it is giving, but I feel like it can be made better. So far, I have used clean data and need to test with raw data. I am little lost and sometimes I get anxiety when it does not give result. But, I get different kind of happiness when it gives correct answer.
For instance, if I ask that it did not give answer for specific question, it will tailor the answer / system prompt in such a way that, when user asks in that particular way, it passes.
I understand this question is asked several times here but I genuinely wish to ace RAG and want to learn more. Happy to pay for the course too if it is too good.
No, I do not want shortcut schemes and I am willing to spend lots and lots of time tinkering in it. It has given me immense joy to develop but I feel like this is better way to learn.
I am very interested to learn more but I dont know how I could do it.
Could you please share any books / videos / lecture that has helped you, it would mean alot to me.
Sorry for the long post and many thanks for listening my story.