embedding-generation
CommunityTurn text into embeddings for fast search.
Authorbradennapier
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Generates vector embeddings from model metadata to enable fast, semantic search and indexing with Voy HNSW.
Core Features & Use Cases
- Embedding generation: Convert model name, description, and modalities into fixed-length vectors.
- Batch processing: Efficiently process large model collections with memory-aware batching.
- Index building: Create Voy index to power client-side search.
Quick Start
Run the embedding pipeline to produce index.voy from your models list and optionally cache embeddings for reuse.
Dependency Matrix
Required Modules
@huggingface/transformersp-limitvoy-searchxxhash-wasm
Components
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: embedding-generation Download link: https://github.com/bradennapier/ai-model-registry/archive/main.zip#embedding-generation Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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