Vectra is a vector database, similar to pinecone, that uses local files to store the index and items. Supports most of the features of pinecone, including metadata filtering. [image] vectra A vector database that uses the local file system for storage.. Latest version: 0.1.1, last publi…

The repo is here: [image] GitHub - Stevenic/vectra: Vectra is a local vector database for Node.js with... Vectra is a local vector database for Node.js with features similar to pinecone but built using local files. - GitHub - Stevenic/vectra: Vectra is a local vector database for Node.j…

Cool, working on something similar as we speak. How are you creating your vectors? I’m trying to use USE-lite, thought with only 8000 tokens I’m very curious how well it will work.

In my sample I’m using OpenAI’s embeddings API: async function getVector(text: string) { const response = await api.createEmbedding({ 'model': 'text-embedding-ada-002', 'input': text, }); return response.data.data[0].embedding; }

Hmm, that’s a cool idea. ada is fairly cheap. For some reason, getting use-lite to work inside a chrome extension is near impossible.

You could probably easily create a version of Vectra that runs in a browser and uses Browser Local Storage. I didn’t have a need for that and didn’t want to have to polyfill fs when running locally. You’ll need to call a service for your embeddings but otherwise you could do everything else browser …

Yeah I built it so I could add support for infinite commands… I’m not 100% how well its going to work though to be honest. There’s a bit of a chick-and-the-egg problem. You ideally want to search for commands based off the AutoGPT’s current thought but you need to feed it the right commands before i…

My general suggestion to folks going down this path is to take a very narrow but compelling problem you’re interested in and solve that first, and the slowly broaden out / generalize to other problems, learning as you go. I think the approach of trying to do too much first is causing some misadvent…

There’s now a python port of Vectra :slight_smile: more language bindings welcome :slight_smile: [image] Vectra-py: a free local vector database Community Sharing this on behalf of the author since it’s awesome! Brian ported my JavaScript based local vector database, Vec…

Cool, I’ll check this out soon. I’m creating a native app that will manage a local semantic network and been looking for a vector database that can be embedded :). ChatGPT bing search brought me here btw.

Vectra: a fast and free local vector database for JavaScript/TypeScript

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qrdl May 2, 2023, 10:56am 7

Is this meant to work with Dissecting Auto-GPT's prompt?

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Vectra: a fast and free local vector database for JavaScript/TypeScript

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