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Overview

Generate text embeddings from the command line.

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Commands

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Basic Embedding

praisonai embed "Hello world"

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With Model Selection

praisonai embed "Hello world" --model text-embedding-3-large

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With Custom Dimensions

praisonai embed "Hello world" --dimensions 256

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Options

OptionShortDefaultDescription
--model-mtext-embedding-3-smallEmbedding model
--dimensions-dNoneOutput dimensions

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Examples

# Generate embedding
praisonai embed "Machine learning is fascinating"

# Use larger model
praisonai embed "AI research" -m text-embedding-3-large

# Reduce dimensions for efficiency
praisonai embed "Hello" -m text-embedding-3-large -d 256