embed_query() — langchain Function Reference

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

Function python LangChainCore ApiManagement calls 1

Entity Profile

LangChainCore→ ApiManagement→ embed_query() — langchain Function Reference

Dependency Diagram

graph TD
  0d87a6aa_6a08_89f5_f97a_08ce13e94bc8["embed_query()"]
  8ffbd15a_923a_c258_fc8b_25df9b4cba69["MistralAIEmbeddings"]
  0d87a6aa_6a08_89f5_f97a_08ce13e94bc8 -->|defined in| 8ffbd15a_923a_c258_fc8b_25df9b4cba69
  899cf409_68f4_e6ef_1223_d9393754b32d["embed_documents()"]
  0d87a6aa_6a08_89f5_f97a_08ce13e94bc8 -->|calls| 899cf409_68f4_e6ef_1223_d9393754b32d
  style 0d87a6aa_6a08_89f5_f97a_08ce13e94bc8 fill:#6366f1,stroke:#818cf8,color:#fff

Relationship Graph

Source Code

libs/partners/mistralai/langchain_mistralai/embeddings.py lines 307–317

    def embed_query(self, text: str) -> list[float]:
        """Embed a single query text.

        Args:
            text: The text to embed.

        Returns:
            Embedding for the text.

        """
        return self.embed_documents([text])[0]