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_results_to_docs() — langchain Function Reference

Architecture documentation for the _results_to_docs() function in vectorstores.py from the langchain codebase.

Function python LangChainCore Runnables calls 1 called by 2

Entity Profile

Dependency Diagram

graph TD
  dfdd464c_927a_bd24_fe08_0804d01cfe3e["_results_to_docs()"]
  22063c60_48df_f64e_d9d8_9b17dc13659a["vectorstores.py"]
  dfdd464c_927a_bd24_fe08_0804d01cfe3e -->|defined in| 22063c60_48df_f64e_d9d8_9b17dc13659a
  1bf1a18a_82a7_9131_7ee5_8b3368c1136d["similarity_search_by_vector()"]
  1bf1a18a_82a7_9131_7ee5_8b3368c1136d -->|calls| dfdd464c_927a_bd24_fe08_0804d01cfe3e
  bb3acbcf_8fa2_3d2c_a026_5518a8745385["max_marginal_relevance_search_by_vector()"]
  bb3acbcf_8fa2_3d2c_a026_5518a8745385 -->|calls| dfdd464c_927a_bd24_fe08_0804d01cfe3e
  fa232e14_1436_226d_41f9_e49eff05c0d0["_results_to_docs_and_scores()"]
  dfdd464c_927a_bd24_fe08_0804d01cfe3e -->|calls| fa232e14_1436_226d_41f9_e49eff05c0d0
  style dfdd464c_927a_bd24_fe08_0804d01cfe3e fill:#6366f1,stroke:#818cf8,color:#fff

Relationship Graph

Source Code

libs/partners/chroma/langchain_chroma/vectorstores.py lines 35–36

def _results_to_docs(results: Any) -> list[Document]:
    return [doc for doc, _ in _results_to_docs_and_scores(results)]

Domain

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Defined In

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Frequently Asked Questions

What does _results_to_docs() do?
_results_to_docs() is a function in the langchain codebase, defined in libs/partners/chroma/langchain_chroma/vectorstores.py.
Where is _results_to_docs() defined?
_results_to_docs() is defined in libs/partners/chroma/langchain_chroma/vectorstores.py at line 35.
What does _results_to_docs() call?
_results_to_docs() calls 1 function(s): _results_to_docs_and_scores.
What calls _results_to_docs()?
_results_to_docs() is called by 2 function(s): max_marginal_relevance_search_by_vector, similarity_search_by_vector.

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