Pinecone namespaces needed
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This is a great plugin, a very smart plugin, thanks for making it.
For it to really work for my site I really need pinecone namespaces to be used a lot more than they already are.
My site is being created for many people to use and if they are all uploading their data to the same namespace then embeddings will not work as intended in this site. People will be searching for answers to their own data and getting responses based on other peoples data which will be a fail.
For basic use on one website with one set of data, this is cool for basic use, but if I want to use your plugin to benefit multiple people, then I can’t use it.
An idea is to create a name space for the site as usual like ‘DataSite‘ and all general site data is stored under that name space. When someone joins, they are given a name space for their own data like ‘DataSite_UsersID‘. When a user uploads data to pinecone through the creation of a post, it saves to their name space only so when a chatbot is created for that user, it can point to namespace DataSite_UsersID and only search and show the users data. So when a post is created, it creates namespace DataSite_UsersID if it does not exist in pinecone and stores the users data there and a chatbot pointing to that namespace is created automatically for that user if one does not it exist.
So each user will have their own namespace for their own data and their own chatbot for their data. This would be a amazing and the logic shouldn’t be that hard I don’t think.
Even better would be DataSite_UsersID_UserCatergory and a search bot per category per user. This will make the plugin actually work for people who need to use it for multiple users. This option would be perfect.
By the way, I’m a paying customer and can send my payment ID on request as proof.
please consider this option and I can then use your plugin for my website.
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Hi, thanks for the response which is why I do like this plugin as the owner, you, actually care about your plugin and its users.
Ok, here is the scenario. My site is going to be about events, a chat bot based on any type of event for anybody, any where, in any language.- The user registers on my site (Thats where the UserID comes from)
- The user uploads details about their event through a form creating a post in a custom post type. Each event will be a Category or a name of the event or an event ID.
- When that post is created, it is dumped into Pinecone as an embedding automatically.
- Now the embedding namespace would look like this… DataSite_UsersID_UsersEventID for example EventSiteName_125_Event451 or wwwEventSiteCom_BigJohn_QuizNight
These namespaces can be dynamically created based on the site name, user ID and post ID easily and the namespace can be deleted as soon as the event is done or post is deleted. (If a post of a certain custom post type is deleted, dynamically create the namespace and see if it exists, if so, delete it from Pinecone). - Now say Big John is running 2 separate quiz nights, he can have 2 separate chatbots for each event and each question won’t get mixed up with both events as there will be 2 separate embeddings which will not conflict with each other.
The problem is this, if I have multiple events on one website, with embeddings created for each event as a post, all these similar embeddings under the same namespace cannot work. With separate name spaces for each event, this can work amazingly! I checked with Pinecone, you can have unlimited namespaces so this in theory can most definitely work.
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