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embed_query() — langchain Function Reference

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

Function python LangChainCore Runnables calls 1

Entity Profile

Dependency Diagram

graph TD
  28d29cd2_4f8f_d548_96c7_0edf8c40fb71["embed_query()"]
  0c74773d_9131_7802_d6df_f19bff9e4247["OllamaEmbeddings"]
  28d29cd2_4f8f_d548_96c7_0edf8c40fb71 -->|defined in| 0c74773d_9131_7802_d6df_f19bff9e4247
  05b784d6_9929_b505_8950_cd1c3c4296a3["embed_documents()"]
  28d29cd2_4f8f_d548_96c7_0edf8c40fb71 -->|calls| 05b784d6_9929_b505_8950_cd1c3c4296a3
  style 28d29cd2_4f8f_d548_96c7_0edf8c40fb71 fill:#6366f1,stroke:#818cf8,color:#fff

Relationship Graph

Source Code

libs/partners/ollama/langchain_ollama/embeddings.py lines 309–311

    def embed_query(self, text: str) -> list[float]:
        """Embed query text."""
        return self.embed_documents([text])[0]

Domain

Subdomains

Defined In

Calls

Source

Frequently Asked Questions

What does embed_query() do?
embed_query() is a function in the langchain codebase, defined in libs/partners/ollama/langchain_ollama/embeddings.py.
Where is embed_query() defined?
embed_query() is defined in libs/partners/ollama/langchain_ollama/embeddings.py at line 309.
What does embed_query() call?
embed_query() calls 1 function(s): embed_documents.

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