Libcrechat PostgreSQL / pgvector

[firmansi]

I wonder if the existing Librechat stack in Cloudron already include with PostgreSQL pgvector?

[james]

Hello @firmansi
From the documentation https://docs.cloudron.io/packaging/addons/#postgresql
The pgvetor extension should be enabled.

[firmansi]

Thanks for the info, but I couldnt find RAG API that can connect to pgvector, am I missing something or it's not packaged yet? The documentation in Cloudron still not mentioning this

[luckow]

My best guess (without having read the context): The project uses meilisearch's vector search. (https://www.meilisearch.com/docs/learn/ai_powered_search/getting_started_with_ai_search) Without this feature, I don't think it makes sense to bundle meilisearch with LibreChat. But maybe I'm totally wrong.

[firmansi]

@luckow The RAG is quite different with Meili Search, eventhough they share similar purpose but the RAG API is intended to enable librechat to be able to upload files and processed by embedding model

[james]

For people reading and asking, what is RAG in LibreChat:

• https://www.librechat.ai/docs/features/rag_api
• https://www.librechat.ai/docs/configuration/rag_api

[firmansi]

@james @girish I think untill the RAG API not bundled with initial package in Cloudron, the librechat couldn't function well as Generative AI, I hope Cloudron team can bundle the package in next update

[girish]

I think this involves integrating https://github.com/danny-avila/rag_api/ into the package. We have to investigate .

[girish]

The latest package has RAG API integrated.

[firmansi]

@girish yes. this will make more like openwebui