gnes-ai/gnes

GNES is Generic Neural Elastic Search, a cloud-native semantic search system based on deep neural network.

Archived
49
/ 100
Emerging

Based on the README, here's a technical summary: Orchestrates semantic search through a microservice architecture where encoders, indexers, preprocessors, and routers run in isolated containers communicating via versioned APIs, with native support for Docker Swarm/Kubernetes orchestration and automatic scaling. Supports any-to-any content search (text, image, video) through pluggable neural encoders and indexers configured declaratively in YAML, eliminating code changes for model swaps. Integrates custom models via GNES Hub's Docker container plugin system and ships with state-of-the-art pretrained encoders (BERT, VGG, FAISS) across multiple base images optimized for different deployment scales.

1,267 stars. No commits in the last 6 months.

Archived Stale 6m No Package No Dependents
Maintenance 0 / 25
Adoption 10 / 25
Maturity 16 / 25
Community 23 / 25

How are scores calculated?

Stars

1,267

Forks

210

Language

Python

License

Last pushed

Oct 31, 2019

Commits (30d)

0

Get this data via API

curl "https://pt-edge.onrender.com/api/v1/quality/embeddings/gnes-ai/gnes"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.