embed_documents() — langchain Function Reference

Architecture documentation for the embed_documents() function in fake_embeddings.py from the langchain codebase.

Function python CoreAbstractions Serialization calls 1 called by 5

Entity Profile

CoreAbstractions→ Serialization→ embed_documents() — langchain Function Reference

Dependency Diagram

graph TD
  1abb1576_91cd_3e93_588e_883fc507cd44["embed_documents()"]
  71df8c75_d48f_e927_3d3f_75c711bb8e65["FakeEmbeddings"]
  1abb1576_91cd_3e93_588e_883fc507cd44 -->|defined in| 71df8c75_d48f_e927_3d3f_75c711bb8e65
  88f03a7f_4ee6_ec74_b446_970f4d93ed61["aembed_documents()"]
  88f03a7f_4ee6_ec74_b446_970f4d93ed61 -->|calls| 1abb1576_91cd_3e93_588e_883fc507cd44
  bb682d93_3598_33ec_e983_062249612989["embed_documents()"]
  bb682d93_3598_33ec_e983_062249612989 -->|calls| 1abb1576_91cd_3e93_588e_883fc507cd44
  a6dc4727_7783_5064_441f_973820e8b27e["embed_documents()"]
  a6dc4727_7783_5064_441f_973820e8b27e -->|calls| 1abb1576_91cd_3e93_588e_883fc507cd44
  5d63638a_fbfd_d945_9300_867977bdc460["embed_query()"]
  5d63638a_fbfd_d945_9300_867977bdc460 -->|calls| 1abb1576_91cd_3e93_588e_883fc507cd44
  8fa11c84_0487_5ced_62f6_cbf6c1c3b767["embed_query()"]
  8fa11c84_0487_5ced_62f6_cbf6c1c3b767 -->|calls| 1abb1576_91cd_3e93_588e_883fc507cd44
  bb682d93_3598_33ec_e983_062249612989["embed_documents()"]
  1abb1576_91cd_3e93_588e_883fc507cd44 -->|calls| bb682d93_3598_33ec_e983_062249612989
  style 1abb1576_91cd_3e93_588e_883fc507cd44 fill:#6366f1,stroke:#818cf8,color:#fff

Relationship Graph

Source Code

libs/partners/chroma/tests/integration_tests/fake_embeddings.py lines 13–16

    def embed_documents(self, texts: list[str]) -> list[list[float]]:
        """Return simple embeddings.
        Embeddings encode each text as its index."""
        return [[1.0] * 9 + [float(i)] for i in range(len(texts))]