i want to build an app that takes in an input, then goes through a set of rules and follows them to identify certain patterns, and then gives out a detailed output based on a certain knowledge base. what should be my approach? is rag the right thing to do?
#Right Approach
glad brook
summer gull
If you knowledge base consists of a set of text files, or data that can be converted to text files, then yes, rag is a reasonable place to start.
glad brook
my knowledge base is in pdf file/docx file. and rag over that is quite simple. where i am getting stuck is when i need to get the answers not thru just keywords, but thru a set of rules, and each rule gives an answer. and then i want to combine all the answers from each rule to get the final answer.
answer to each rule can b as simple as a yes or no, and as complex as a 100 word paragraph
summer gull
my knowledge base is in pdf file/docx file. and rag over that is quite simple. w...
Right, that's where it gets complex, depending on your particular rules and how you want to combine the answers.
glad brook
so u still think its doable via rag?
summer gull
It all depends on your rules and the combination procedures you need. rag is just a tool, but you may have to do a lot of engineering on top.
glad brook
do u hv any reference point where i can start?