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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
An easy to use Neural Search Engine. Index latent vectors along with JSON metadata and do efficient k-NN search.
| Date | Stars |
|---|---|
| 2026-07-24 | 379 |
| 2026-07-25 | 379 |
| 2026-07-28 | 379 |
| 2026-07-30 | 379 |
| 2026-08-06 | 379 |
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<div align="center">
<a href="https://aquila.network">
<img
src="https://user-images.githubusercontent.com/19545678/133918727-5a37c6be-676f-427b-8c86-dd50f58d1287.png"
alt="Aquila Network Logo"
height="64"
/>
</a>
<br />
<p>
<h3>
<b>
Aquila DB
</b>
</h3>
</p>
<p>
<b>
Easy to use Neural Search Engine
</b>
</p>
<br/>
</div>
**[Aquila DB](https://github.com/Aquila-Network/AquilaDB)** is a Neural search engine. In other words, it is a database to index **Latent Vectors** generated by ML models along with **JSON Metadata** to perform **k-NN** retrieval. It is dead simple to set up, language-agnostic, and drop in addition to your Machine Learning Applications. Aquila DB, as of current features is a ready solution for Machine Learning engineers and Data scientists to build **[Neural Information Retrieval](https://www.microsoft.com/en-us/research/uploads/prod/2017/06/INR-061-Mitra-neuralir-intro.pdf)** applications out of the box with minimal dependencies.
> This project is still in alpha version & we're already using it in production to power semantic search at https://aquila.network.
Wanna support this project? Yes, we love getting a **star** ⭐ and **shout-out** 🗣️ 🤗
Join [Community chat and get support: ](https://discord.gg/5YP7zHS)
# Who is this for
* If you are working on a data science project and need to store a hell of a lot of data and retrieve similar data based on some feature vector, this will be a useful tool to you, with extra benefits a real world web application needs.
* Are you dealing with a lot of images and related metadata? Want to find similar ones? You are at the right place.
* If you are looking for a document database, this is not the right place for you.
# Technology
Aquila DB powers search features of Aquila Network. Here is where Aquila DB fits in the entire ecosystem:
<div align="center">
<img
src="https://user-images.githubusercontent.com/19545678/133918438-997af8ec-67ef-4f7c-95ab-16d2f28e79e3.png"
alt="Aquila DB Architecture"
height="400"
/>
<br/>
</div>
If you are serious and wanna dive down the rabbit hole, read our **[whitepapers](https://github.com/Aquila-Network/whitepaper)** and **[technical specifications](https://github.com/Aquila-Network/specs)** (being actively worked on).
**As a side note**, everything in **[Aquila Network](https://github.com/Aquila-Network)** is defined by the specifications and a large chunk of our efforts goes into it. We also maintain quality implementations of those specifications with non-technical users in mind. This is to make sure that - Aquila Network is fully open, decentralized by design, and Fair. You can follow those specifications to implement your alternative software and still interact with the network without any restrictions.
# Install
### Debian
Run `curl -s -L https://raw.githubusercontent.com/Aquila-Network/AquilaDB/master/install.sh | /bin/bash -s -- -d 1 `.
### Docker
**You need docker installed in your system**
Build image (lite): `docker build https://raw.githubusercontent.com/Aquila-Network/AquilaDB/master/Dockerfile -t aquiladb:local`
Build image (big data): `docker build https://raw.githubusercontent.com/Aquila-Network/AquilaDB/master/DockerfileBig -t aquiladb:localbg`
Run image (to deploy Aquila DB lite): `docker run -p 5001:5001 -d aquiladb:local`
Run image (to deploy Aquila DB big): `docker run -p 5001:5001 -d aquiladb:localbg`
# Client SDKs
We currently have multiple client libraries in progress to abstract the communication between deployed Aquila DB and your applications.
[Python](https://github.com/Aquila-Network/AquilaPy)
[Node JS](https://github.com/Aquila-Network/AquilaJS)
## Where to get private key (wallet key) for client authentication
When you use a client library to authenticate with AquilaDB,Excerpt of 8,484 characters
Read on GitHubWould you bet a product on this? Bounded 0–100 and slow moving.
matched fp:bdacbf8715b82ebb, topic:vector-database, topic:similarity-search, topic:faiss