gnes-ai/gnes
GNES is Generic Neural Elastic Search, a cloud-native semantic search system based on deep neural network.
ArchivedBased 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.
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Python
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Last pushed
Oct 31, 2019
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