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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

Entity Profile

Dependency Diagram

graph TD
  dce1cbf6_53f2_47fa_92e9_1221e0611d78["embed_documents()"]
  8c4a379d_0fe1_7eb6_796f_cb0827d0af6b["AngularTwoDimensionalEmbeddings"]
  dce1cbf6_53f2_47fa_92e9_1221e0611d78 -->|defined in| 8c4a379d_0fe1_7eb6_796f_cb0827d0af6b
  c9b4a85b_e27f_cf5b_9483_77f56e8e71a5["embed_query()"]
  dce1cbf6_53f2_47fa_92e9_1221e0611d78 -->|calls| c9b4a85b_e27f_cf5b_9483_77f56e8e71a5
  60fce543_d0a8_8fd2_9f0d_08825daa878d["embed_documents()"]
  dce1cbf6_53f2_47fa_92e9_1221e0611d78 -->|calls| 60fce543_d0a8_8fd2_9f0d_08825daa878d
  4caf2596_8581_9dd2_f837_bc008110f9f5["embed_query()"]
  dce1cbf6_53f2_47fa_92e9_1221e0611d78 -->|calls| 4caf2596_8581_9dd2_f837_bc008110f9f5
  style dce1cbf6_53f2_47fa_92e9_1221e0611d78 fill:#6366f1,stroke:#818cf8,color:#fff

Relationship Graph

Source Code

libs/partners/chroma/tests/integration_tests/fake_embeddings.py lines 63–67

    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

Source

Frequently Asked Questions

What does embed_documents() do?
embed_documents() is a function in the langchain codebase, defined in libs/partners/chroma/tests/integration_tests/fake_embeddings.py.
Where is embed_documents() defined?
embed_documents() is defined in libs/partners/chroma/tests/integration_tests/fake_embeddings.py at line 63.
What does embed_documents() call?
embed_documents() calls 3 function(s): embed_documents, embed_query, embed_query.

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