Praison AI

Embed Batch • AI Agent SDK

embed_batch: Generate embeddings for multiple texts.

embed_batch

Method

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This is a method of the EmbeddingAgent class in the embedding_agent module.

Generate embeddings for multiple texts.

Signature

python
def embed_batch(texts: List[str], model: Optional[str]) -> List[List[float]]

Parameters

ParamField List[str]

List of texts to embed

ParamField Optional[str]

Override model for this call **kwargs: Additional provider-specific parameters

Returns

ResponseField List[List[float]]

List of embedding vectors

Usage

python
agent = EmbeddingAgent()
    embeddings = agent.embed_batch(["Hello", "World"])
    print(f"Generated {len(embeddings)} embeddings")

Uses

  • embedding

Used By

Source

View on GitHub

praisonaiagents/agent/embedding_agent.py at line 223