MeiliSearch VS Yacy

We needed to introduce a new service for search. As we settled on using meilisearch, we needed a way to sync updates on our models with the records in meilisearch. We could've continued to use callbacks but we needed something better.

Meilisearch

In this case, a good strategy is to use vector search only when the keyword/prefix search returns none or just a small number of results. A good candidate for this is MeiliSearch. It uses custom ranking rules to provide results as fast as the user can type.

With the VertexAI endpoint set up and tested, our next step is to work with LibreChat. LibreChat is an open-source ChatGPT clone that can integrate with various AI models, including the PaLM 2 models via the VertexAI API. It's built using React, MongoDB, and Meilisearch technologies.

Meilisearch seems like it is the best open source option.

https://www.meilisearch.com/

Starting with v1.3, you can use Meilisearch as a vector store. Meilisearch allows you to store vector embeddings alongside your documents conveniently. You will need to create the vector embeddings using your third-party tool of choice (Hugging Face, OpenAI). As we published the first v1.3 release candidate, you can try out vector search today.

I work at Meilisearch, an open-source search engine built in Rust. 🦀

https://www.meilisearch.com/ https://github.com/meilisearch

It turns out you can make it all the way to become president of Harvard [1] while ignoring this rule so it is questionable whether it is as set in stone as you make it out to be, at least in certain disciplines.

In a way these models are a perfect mirror of the current academic climate. They plagiarise without remorse, they follow the latest identity-politics diktat to a point and make up 'facts' when needed to reach a desired narrative. Google Gemini is the latest example [2] of where this leads.

Given that it is plausible that models like these will soon be used in educational settings this is a recipe for disaster. The same goes for the trend to replace search engine results with 'interpreted' results in which LLMs take up the same role as Winston in 1984: Winston works in the Ministry of Truth where he alters historical records to fit the needs of the Party.

It is time for a decentralised distributed search engine which limits itself to pure search, something like YaCy [3]. Something to replace Winstonian search engines like Google and Bing (et al.).

[1] https://www.campusreform.org/article/claudine-gay-is-a-dei-h...

[2] https://news.ycombinator.com/item?id=39465255

[3] https://yacy.net/

> Now I just need some kind of open source search engine to run on it ...

Here you go: https://yacy.net

I remember https://yacy.net/ but the big problem of this project was java and had not implementations in others languages. I mean it as imagine torrent was only in perl.

Admarus is similar as Yacy but aims to be distributed where Yacy is federated. Both are made for the web

You should check out https://yacy.net: a global, P2P web search engine, where each peer can build and share its own index, etc.

I also have an instance of Yacy installed, which I use to index the entire system, giving me my own private, internal search engine.