Rey the chatbot (remaking the Rey) Answered
Rey is so powerful. And i wanna make a lighter version of it on my website, which steps should i take? Is it a chatgpt base + API connected bot?
Rey is so powerful. And i wanna make a lighter version of it on my website, which steps should i take? Is it a chatgpt base + API connected bot?
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Hey Nihat Avcı
It is using openai with retrieval-augmented generation. I am saving the help center as vectors in pinecone.
Whats unique is the way things are done. The retrieval of vectors is being done with a function call so the ai decides when it needs to get additional info. When converting the users question into a vector to be searched in pinecone the ai also creates 3 other variations of the question. This returns a list of potential matches that are sorted by the vector similarity. We also recently added a similar chunking method like level 5 (Agentic Chunking) here.
Thank you Josh, i just gave up, i can't do it 😀
I dont blame you. It took me a long time to get everything right. I literally spend every night working on it and researching the latest ai news. I also spend a lot of time converting python projects to javascript because almost all the tutorials use python. 🤦🏻
Here is a good video I have watched on RAG. Hopefully with some more research you can jump back in and figure it out. 🙂
https://www.youtube.com/watch?v=LhnCsygAvzY
I hope i can do it! Thank you for the video1
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