adverse-sapphireā¢2y ago
How can I upload CSV file into knowledgebase
I want to upload csv files onto voiceflow knowledgebase , How can i achieve that?
4 Replies
mere-tealā¢2y ago
Convert to txt?
š yep. You can't directly upload a csv. Structured data like that is rough with RAG systems.
sensitive-blueā¢2y ago
On Stack AI or VectorShift, you have the possibility to use tables as KB.
Although I reckon it is a bit arduous sometimesā¦ Even using a logic of [user_input] > SQL query translator > KB (table)
Could work on that with a good prompt chain thatās able to proceed as query transformerā¦
VF has a new feature for uploading structured data, but it is currently in Beta. The biggest issue with CSV is the column HEADER/TITLE. While LLMs can read this info, if you chunk/vectorize the data, the first chunk contains the column title, but none of the other chunks have this data. You could always provide all the data in any call you need it, but that costs more $$$$.