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containers / podman-desktop-extension-ai-lab

Work with LLMs on a local environment using containers
https://podman-desktop.io/extensions/ai-lab
Apache License 2.0
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UX: RAG data entry mockup #67

Open mairin opened 5 months ago

mairin commented 5 months ago

UI for users to connect to vector db of their data for RAG usage of model

mairin commented 4 months ago

Notes for 6 Feb program call:

Concept of an embedding model is unique to RAG patterns, may have implications on AI Studio UI.

RAG pattern:

Erik has a deck for vector dbs, can share:

https://docs.google.com/presentation/d/1FkprZvdfkYiBjmWW5xDgOPc29XymVIIMzuzU0ipaA-A/edit#slide=id.p

Embedding model is the indexing thing... ask question in chat with model. For RAG - that question gets run through this embedding model, puts it into the embedding space.... when you index all your docs, you run them through that same model. It'sl ike a database, the index part is embedding vectors. Instead of doing exact lookup on a key, it's looking for documents with vectors closest to the thing.

lstocchi commented 4 months ago

@mairin is there any draft mockup i can start looking at? I was updating the catalog but i need to work on this before adding the rag recipe

mairin commented 4 months ago

Hi Luca, nothing yet :-( I spoke to Jeff about this yesterday. After I get the extensions mocks done today its next on my list. ~m

vrothberg commented 3 months ago

@nichjones1 @mairin @lstocchi shall we reassign the issue? Do we have mock ups?

nichjones1 commented 3 months ago

@vrothberg I've added Emma as an assignee. We will discuss at our next checkin

ekidneyrh commented 3 months ago

I had a look in Penpot for mock-ups for this, and I found this board: https://design.penpot.app/#/workspace/76981dd7-ec3b-802f-8001-9a56ef3fbc9d/52961d58-0a92-80c2-8003-2a6919ad37d6?page-id=e6a8dc76-7670-80e5-8003-ccc1d3d7666d

Are these the right screens?

vrothberg commented 3 months ago

I do not know, but @mairin @nichjones1 or @slemeur may know.

jeffmaury commented 3 months ago

If this board is about RAG applications, the mock ups are about image generation which is a different topic.

ekidneyrh commented 3 months ago

Ok. What is the user flow to get to this page? I'm not familiar with RAG applications and the layout, so I'll have to do some research beforehand.