semvec/pypi-packages huggingface dataset:
ai-jsonable 0.0.2.dev0
PyTorch models running inside MongoDB.
License: Apache 2.0
Requires Python: >=3.6

<a href="https://www.superduperdb.com"><img src="img/symbol_purple.png" width="150" align="right" /></a>

# Welcome to SuperDuperDB!

> An AI-database solution revolutionizing how AI models and data work together


## Installation

### Mac OSX

Install redis and mongodb

```
brew install redis
brew install mongodb
```

Then install the python requirements

```
pip install -r requirements.txt
```

## Architecture

![](./img/architecture.png)

1. Client - run on client to send off requests to various work horses.
1. MongoDB - standard mongo deployment.
1. Vector lookup - deployment of sddb with faiss/ scaNN.
1. Job master - master node for job cluster, sends messages to redis (rq)
1. Redis database - database instance for rq master
1. Job worker - worker node(s) for jobs, computes vectors, and performs model trainings.
   Retrieves jobs from redis.