quivr VS supabase-js

3. Quivr | GitHub | tutorial

I used Ollama (with Mistral 7B) and Quivr to get a local RAG up and running and it works fine, but was surprised to find there are no easy user-friendly ways to do it. Most other local LLM UIs don't implement this use case (I looked here), even though it is one of the most useful local LLM use-cases I can think of: search and summarize information from sensitive / confidential documents.

In my opinion LLM based document search tools such as OSS Quivr may be better suited for documentation search for startups.

A highly customed Quivr with one of the 'Open Source LLMs' may provides great 'semantic search' for product documentation.

https://github.com/StanGirard/quivr

Hey thanks for creating this, will try later if i have time. Meanwhile, do you try some of other second brain app such as this, and how was the comparison? The one i mentioned was trending on github so i think its decent (been playing with it since last week or so, also). But i already starred your repo so i can come back later.

[Edge Functions] Custom domains and vanity domains support for Edge Functions. PR

First of all, the code you provided is not directly supabase, but is whatever is provided from the javascript library. The auth part is then redirecting to the gotrue-js library, and as seen here [Gotrue-JS#L238] it returns a `Promise` and that specific type is declared here Where we see it could be two return types. ```ts | { data: { user: User | null session: Session | null } error: null } | { data: { user: null session: null } error: AuthError }

Next up, Supabase released v2 of their JavaScript client library (supabase-js), which brought with it a number of developer experience type improvements, and streamlined how we use some of the API's. A number of methods were also deprecated in this new release, which we'll cover later in this guide.

We install the Supabase client library and also Chakra-UI which we will be using to build our React components.

The last part is the easiest as we simply need to connect Supabase to our Ionic app and call one function. Get started by bringing up a new Ionic app and install the Supabase JS client:

Under src/lib I have a .ts file where I create a supabase client inside.

First and foremost, the language and framework – Typescript & React. Typescript is a must for a project of this size. It provides safety and peace of mind as I iterate quickly to solve bugs and add new features. React is a by-product of the next two things I will mention, Next and Remix. Both of these are higher abstractions on top of React and supply incredible tooling to build fast server side rendered applications. Picking one or the other was driven by my database and auth provider, Supabase. I could have tried to make it work with Remix, but there was already an authentication helper for Next from the Supabase community so I decided on Next. Still using Remix for this current website since I do love Remix so much.

Have a look at https://postgrest.org/en/stable/. They do something in this direction and e.g. supabase.io uses them. Their approach is, if you have a database you have a REST API.