[Feature] Qdrant db name + embedder name

[canapaio]

i am proposing to add to the name of the vector_db of qdrant the name of the eembedder, because if the embedder changes, the ati is unusable and if one goes back to the old embedder, one gets all the old data again:
declarative_{embeddername}
episodic_{embeddername}
for the proceduran there does not seem to be an embedder

[pieroit]

Can be done, for sure we need to stop deleting collections at embedder change

From a devx point of view one should be able to use just the collection name as we do now, maybe using a property method

[nickprock]

Hi @canapaio at the moment this problem is managed with aliases to not create memories for each test with a new embedder, you have to enable snapshot creation.
We know it is not user friendly, we are already working to improve it.
At the end of the article there is a paragraph on export/import memories:
https://cheshirecat.ai/dont-get-lost-in-vector-space/