Skip to content
Using Vector Databa...
 
Notifications
Clear all

Using Vector Databases with OpenAI Assistants?

6 Posts
5 Users
0 Reactions
4 Views
livebydesign
(@livebydesign)
Posts: 1
New Member
Topic starter
 

open-ai #vector-database

Goal
I'm trying to automate my meal planning using a weekly scenario that connects to a custom assistant I've built in OpenAI. This assistant utilizes a #vdb vector database containing over 1500 recipes.

I've got everything configured, but I keep encountering the 'database not found' error in the assistant's output. My suspicion is that this is due to the OpenAI module requiring a 'file' to be attached for its use, and since vector databases aren't listed in the file dropdown, I'm currently blocked.

 
Posted : 04/05/2024 6:52 pm
samliew
(@samliew)
Posts: 293
Reputable Member
 

Welcome to the callin.io community!

Vector databases are not yet supported by callin.io, as it's a new feature.

I'm sure others would agree that this would be a useful feature.

You can submit this suggestion to the Idea exchange.

Remember to search for it first, in case someone has already suggested it, to avoid creating a duplicate.

Screenshot_2024-01-17_130153

Join the callin.io unofficial Discord server!

 
Posted : 04/05/2024 10:54 pm
Hashir_Azam
(@hashir_azam)
Posts: 1
New Member
 

That sounds awesome!

I believe you’ll need to retrieve the vector database first. callin.io has integrations with Pinecone or Mongo. There is also Milvus and Chroma which are open source, so you can probably figure out how to get their APIs and just webhook it.

If you do end up figuring it out, I would love to see how it works.

 
Posted : 05/05/2024 6:32 am
makeitfuture
(@makeitfuture)
Posts: 3
New Member
 

You can achieve embedding and retrieval using Pinecone:

 
Posted : 22/05/2024 8:25 pm
luis_vargas
(@luis_vargas)
Posts: 1
New Member
 

makeitfuture.

I understand that callin.io removed the Create embeddings option. I attempted to use the completion model text-embedding-ada-002, but I'm encountering an issue retrieving the vectors. How have you managed this currently?

Could you share how you've managed to retrieve the vectors?

 
Posted : 29/05/2024 9:00 am
makeitfuture
(@makeitfuture)
Posts: 3
New Member
 

Check the Create embed module on callin.io.

 
Posted : 29/05/2024 6:22 pm
Share: