https://cerebralvalley.ai logo
#06-technical-discussion
Title
# 06-technical-discussion
u

umar ıgan

08/03/2023, 6:51 PM
Hi 👋🏻 Has anyone here tried to use vector databases approach to tabular data for recommendation purposes? I am doing an experiment to see if it works well to behave tabular data as embeddings and use facebook faiss to create recommendation. Any examples in this would be appreciated 👍🏽 🙏
j

Jeng Yang Chia

08/03/2023, 10:59 PM
We just went through this. It doesn't behave well. We ended up using metadata tags in the vector database & combining vector + keyword search Here's a thread with someone else having a similar problem: https://community.pinecone.io/t/how-to-embed-csv-data-with-multiple-columns-for-querying-in-vector-db/890/9
u

umar ıgan

08/04/2023, 9:03 AM
I will check that out, thanks 🙏
r

Rishi Malhotra

08/04/2023, 5:32 PM
I have worked with langchain for unstructured data and it works fairly well