GraphCanon updated 3w · GitHub synced 3w
Decision brief
Aquila is an efficient neural search engine designed for indexing latent vectors and JSON metadata while performing k-NN searches.
Good fit when
- When deploying a solution that requires the processing of feature vectors in image or video search contexts, where efficiency in approximate nearest neighbor search is necessary
- For use cases that involve querying large datasets for similarity matches needing efficient k-NN search capabilities
Avoid when
- If the development team lacks experience with Docker, as Aquila's setup heavily relies on Docker images to run locally or in a big data configuration
- In scenarios where strict control over metadata and vector indexing is required beyond what JSON and latent vectors can provide
Observed Jul 17, 2026 · Source: enrich:decision_facts
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Maintenance and security
Full trust report- Maintenance
- Dormant (817d since push)
- As of 3w
- Provenance
- Not a fork · Organization account
- As of 3w
- Security (OSV)
- No lockfile
- As of 1mo
Public GitHub metadata and optional OSV scans. Signals, not a guarantee. Trust methodology.
Install
git clone https://github.com/Aquila-Network/aquilaSimilar tools
Same-category neighbours. No typed graph edges are catalogued for this tool yet.
Evidence and technical details
Sourced facts, taxonomy, compatibility claims, README excerpt, and machine-readable endpoints.
Overview
Aquila is an easy-to-use neural search engine for indexing latent vectors alongside JSON metadata and performing efficient k-NN searches.
Capability facts
- Languages
- html
Source: github.language · Aug 2, 2026
Categories
Tags
README
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
License
Apache License 2.0 license file
created by ❤️ with a-mma (a_മ്മ)
For agents
This page has a .md twin and JSON over the API.