effect-uai-embedding
OfficialTurn text and images into vectors for search.
Authorbetalyra
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Converts text and images into vector representations to power semantic search, RAG retrieval, and cross-modal ranking across knowledge bases and media.
Core Features & Use Cases
- EmbeddingModel service tag with provider wiring (OpenAIEmbedding, GeminiEmbedding, JinaEmbedding) for portable code.
- Supports multiple encodings (float32, int8, binary, sparse, multivector) and corresponding vector math (cosine, maxSim).
- Enables multimodal retrieval (text+image) and cross-modal ranking across providers for flexible AI pipelines.
Quick Start
Provide text or image input and select a provider to generate embeddings.
Dependency Matrix
Required Modules
None requiredComponents
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: effect-uai-embedding Download link: https://github.com/betalyra/effect-uai/archive/main.zip#effect-uai-embedding Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
Agent Skills Search Helper
Install a tiny helper to your Agent, search and equip skill from 471,000+ vetted skills library on demand.