aembed_documents() — langchain Function Reference

Architecture documentation for the aembed_documents() function in embeddings.py from the langchain codebase.

Function python LangChainCore ApiManagement

Entity Profile

LangChainCore→ ApiManagement→ aembed_documents() — langchain Function Reference

Dependency Diagram

graph TD
  5e3ea343_fcbc_a00a_9b2a_d0169b95cbcb["aembed_documents()"]
  b1e4f760_c634_d3bf_ca9a_db7ab899cc4a["Embeddings"]
  5e3ea343_fcbc_a00a_9b2a_d0169b95cbcb -->|defined in| b1e4f760_c634_d3bf_ca9a_db7ab899cc4a
  style 5e3ea343_fcbc_a00a_9b2a_d0169b95cbcb fill:#6366f1,stroke:#818cf8,color:#fff

Relationship Graph

Source Code

libs/core/langchain_core/embeddings/embeddings.py lines 58–67

    async def aembed_documents(self, texts: list[str]) -> list[list[float]]:
        """Asynchronous Embed search docs.

        Args:
            texts: List of text to embed.

        Returns:
            List of embeddings.
        """
        return await run_in_executor(None, self.embed_documents, texts)