embedding-strategies - Guide embedding model and chunking choices
Guides the selection and optimization of embedding models and chunking strategies for vector search applications.
Tags
Updated: 2026-09-29Capabilities
Typical Inputs
Typical Outputs
What this skill does
- Clarify goals and constraints
- Select embedding models
- Optimize chunking strategies
- Compare model performance
- Reduce embedding dimensions
- Handle multilingual content
- Validate outcomes
Inputs
- Task goals
- System constraints
- Source documents
- Text content
- Embedding model options
- Required inputs
Outputs
- Model selection guidance
- Chunking configurations
- Embedding pipeline code
- Optimization recommendations
- Verification steps