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Mintplex-Labs / vector-admin

The universal tool suite for vector database management. Manage Pinecone, Chroma, Qdrant, Weaviate and more vector databases with ease.
https://vectoradmin.com/
MIT License
1.32k stars 209 forks source link

[FEAT]: View Embeddings #138

Open mjtechguy opened 4 months ago

mjtechguy commented 4 months ago

What would you like to see?

Would it be possible to see the embeddings associated with each Vector ID?

Something like shown in this project: https://github.com/flanker/chromadb-admin

Thanks!

timothycarambat commented 4 months ago

As in the vectors, or the metadata?

mjtechguy commented 4 months ago

I meant the vectors, but the metadata would be good as well. I think people people being able to understand how different embedding models create the vectors is important too.

BTW, thanks for building this tool and AnythingLLM is soooo good. Your work is greatly appreciated @timothycarambat

timothycarambat commented 4 months ago

We do show the metadata currently (needs to click on document) and each chunk has metadata you can pop open and edit in a window.

Not sure on the vector though, the reason why it doesn't right now is that when we tried to show 50 items on page with 1024 dimension vectors it got really messy, but i can see the need.