How-To Build an End-to-End RAG Pipeline with Ollama Using Triplex and LangChain

[@fahdmirza]

🔥SciPhi Triplex - Best Alternate of GraphRAG - Install Locally ruclips.net/video/jxQkyRY3Qco/видео.htmlsi=qKGtquS7LCxdyebm

[@andrepemmelaar8728]

Very very useful content! Thank you for providing this! Just the right amount of detail!

[@fahdmirza]

Glad you enjoyed it!

[@hilal53426]

You are doing an amazing work breaking down the most significant technological ai advances to users🎉

[@alvinting8705]

Can you show us and example how to use the triplex in conjunction with the LLM model? I am curious to know how.

[@fahdmirza]

Already did, plz search the channel.

[@pocketooth]

I have a question: entities_and_triples were never used after it got created. All the embedding is based on the original text which is a simple RAG. I thought using triplex is to achieve GraphRAG.

[@tharunbhaskar6795]

thats what I thought lol

[@henkhbit5748]

me2, i dont see the triplet info used....

[@hiteshgupta968]

Yes Correct

[@amanpatkar7009]

He just wants to get views. that's all.

[@hiteshgupta968]

@@amanpatkar7009 Nothing wrong first of all also I guess we can simply store entities and relationship in txt file and use it further that shall be fine

[@zulqadarabbas7567]

Hi can we use Llamma3? Or should we have to use Triplex for the entity matching?

[@fahdmirza]

triplex is fine-tuned for this purpose.

[@themax2go]

so the big q now here is: how do you create the entity types, entities and predicates from a text? what system (LLM) do you use for that?

[@fahdmirza]

plz elaborate the question

[@ROKKor-hs8tg]

Thank you, but it is very slow and always makes errors in any book. Is there a browser setting for the first time to deal with a book pdf

[@themax2go]

curious... why using jupyter notebook instead of just python?

[@fahdmirza]

haha. Because, everyone was saying in comments to use notebook instead of python. :)

[@themax2go]

@@fahdmirza lol ok... in all seriousness though, have you noticed any benefit over "the traditional way"?