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embed_documents() — langchain Function Reference

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

Function python LangChainCore MessageInterface calls 3 called by 2

Entity Profile

Dependency Diagram

graph TD
  797a4722_3a38_4d43_be55_fd5fd0f8148c["embed_documents()"]
  c418c5f1_ecc0_49bb_d0c4_5905938825df["AngularTwoDimensionalEmbeddings"]
  797a4722_3a38_4d43_be55_fd5fd0f8148c -->|defined in| c418c5f1_ecc0_49bb_d0c4_5905938825df
  d3805a78_7bfa_d113_27bb_02644a3715c5["embed_documents()"]
  d3805a78_7bfa_d113_27bb_02644a3715c5 -->|calls| 797a4722_3a38_4d43_be55_fd5fd0f8148c
  83a52020_7802_533b_0bc5_92c500327050["embed_documents()"]
  83a52020_7802_533b_0bc5_92c500327050 -->|calls| 797a4722_3a38_4d43_be55_fd5fd0f8148c
  74c370b2_64fd_168e_a436_49577824b0b9["embed_query()"]
  797a4722_3a38_4d43_be55_fd5fd0f8148c -->|calls| 74c370b2_64fd_168e_a436_49577824b0b9
  d3805a78_7bfa_d113_27bb_02644a3715c5["embed_documents()"]
  797a4722_3a38_4d43_be55_fd5fd0f8148c -->|calls| d3805a78_7bfa_d113_27bb_02644a3715c5
  e5c96f6b_0c40_3844_cb76_087fbb761a57["embed_query()"]
  797a4722_3a38_4d43_be55_fd5fd0f8148c -->|calls| e5c96f6b_0c40_3844_cb76_087fbb761a57
  style 797a4722_3a38_4d43_be55_fd5fd0f8148c fill:#6366f1,stroke:#818cf8,color:#fff

Relationship Graph

Source Code

libs/langchain_v1/tests/integration_tests/cache/fake_embeddings.py lines 74–76

    def embed_documents(self, texts: list[str]) -> list[list[float]]:
        """Make a list of texts into a list of embedding vectors."""
        return [self.embed_query(text) for text in texts]

Domain

Subdomains

Defined In

Calls

Called By

Source

Frequently Asked Questions

What does embed_documents() do?
embed_documents() is a function in the langchain codebase, defined in libs/langchain_v1/tests/integration_tests/cache/fake_embeddings.py.
Where is embed_documents() defined?
embed_documents() is defined in libs/langchain_v1/tests/integration_tests/cache/fake_embeddings.py at line 74.
What does embed_documents() call?
embed_documents() calls 3 function(s): embed_documents, embed_query, embed_query.
What calls embed_documents()?
embed_documents() is called by 2 function(s): embed_documents, embed_documents.

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