Spice Embeddings
Spice Embeddings generates high-quality vector representations of text data for semantic search and similarity analysis, boosting AI model performance.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add spice-embeddings npx -- -y @trustedskills/spice-embeddings
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"spice-embeddings": {
"command": "npx",
"args": [
"-y",
"@trustedskills/spice-embeddings"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
This skill provides access to Spice AI's embeddings, allowing you to convert text into numerical vectors. These vectors capture semantic meaning and relationships between words or phrases, enabling tasks like similarity comparisons and information retrieval. The skill facilitates efficient processing of textual data for various AI applications.
When to use it
- Semantic Search: Find documents or passages similar in meaning to a given query.
- Clustering: Group related text segments together based on their semantic content.
- Recommendation Systems: Suggest relevant items (e.g., articles, products) based on textual descriptions.
- Anomaly Detection: Identify unusual or outlier text entries by comparing their embeddings to the norm.
Key capabilities
- Text embedding generation
- Semantic vector representation of text
- Integration with Spice AI platform
Example prompts
- "Generate an embedding for this sentence: 'The quick brown fox jumps over the lazy dog.'"
- "Create embeddings for these two sentences and tell me their similarity score."
- "Embed this product description so I can find similar products."
Tips & gotchas
This skill requires access to the Spice AI platform. Ensure your agent is properly configured with the necessary credentials before attempting to use it.
Tags
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Security Audits
| Gen Agent Trust Hub | Pass |
| Socket | Pass |
| Snyk | Pass |
🌐 Community
Passed automated security scans.