Embedders, one issue to rule them all #48

New Issue

2026-02-15T16:29:37-05:00

yindo commented

2026-02-15 16:29:37 -05:00

Originally created by @franzbischoff on GitHub (Dec 11, 2023).

Requests to 3rd party integrations: #2 #69
Lack of guidance for new users: #61

After starting the quest for not using OpenAI embedded, that use a "magic number" of 1536 for their resulting vectors, we see that most on-premises (or competitors) use any other vector length for their reasons.

This creates one of the most known headaches for developers. So, this issue is here to:

Remind the users that the embedding process differs from the "chat" process, and there is no standard yet. And to get worse, most Vector DBs still need to be ready for these non-standards.
Remind the developers that this information shall be shown everywhere. Metadata, popups, labels, whatever.

my 2 cents

Originally created by @franzbischoff on GitHub (Dec 11, 2023). Requests to 3rd party integrations: #2 #69 Lack of guidance for new users: #61 After starting the quest for _not using_ OpenAI embedded, that use a "magic number" of 1536 for their resulting vectors, we see that most on-premises (or competitors) use any other vector length for their reasons. ![image](https://github.com/Mintplex-Labs/vector-admin/assets/984592/64833110-80e3-41e3-9809-1ae7cb112fca) This creates one of the most known headaches for developers. So, this issue is here to: 1. Remind the **users** that the embedding process differs from the "chat" process, and there is no standard yet. And to get worse, most Vector DBs still need to be ready for these non-standards. 2. Remind the **developers** that this information shall be shown everywhere. Metadata, popups, labels, whatever. my 2 cents

yindo referenced this issue

2026-02-15 16:30:20 -05:00

[PR #49] [MERGED] add document embedding search on document view #115

yindo referenced this issue

2026-02-23 17:21:03 -05:00

[PR #49] [MERGED] add document embedding search on document view #273

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Reference: Mintplex-Labs/vector-admin#48