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Documentation Index

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embed

Method
This is a method of the EmbeddingAgent class in the embedding_agent module.
Generate embedding for a single text.

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Signature

def embed(text: str, model: Optional[str]) -> List[float]

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Parameters

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text
str
required
Text to embed
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model
Optional
Override model for this call **kwargs: Additional provider-specific parameters

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Returns

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Returns
List[float]
List of floats representing the embedding vector

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Usage

agent = EmbeddingAgent()
    embedding = agent.embed("Hello world")
    print(f"Dimension: {len(embedding)}")

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Uses

  • embedding

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Source

View on GitHub

praisonaiagents/agent/embedding_agent.py at line 185