create_outputs() — langchain Function Reference

Architecture documentation for the create_outputs() function in llm.py from the langchain codebase.

Function python AgentOrchestration ClassicChains called by 4

Entity Profile

AgentOrchestration→ ClassicChains→ create_outputs() — langchain Function Reference

Dependency Diagram

graph TD
  18717271_ee47_6d4a_ccbd_dc7577e19985["create_outputs()"]
  ccf50fe1_4990_cf19_1e2d_25efe83f53c5["LLMChain"]
  18717271_ee47_6d4a_ccbd_dc7577e19985 -->|defined in| ccf50fe1_4990_cf19_1e2d_25efe83f53c5
  85bfcf5c_48e7_0dba_6c8e_553c4c40a5ea["_call()"]
  85bfcf5c_48e7_0dba_6c8e_553c4c40a5ea -->|calls| 18717271_ee47_6d4a_ccbd_dc7577e19985
  be1cf4da_b223_486d_abea_864bf732bbc6["apply()"]
  be1cf4da_b223_486d_abea_864bf732bbc6 -->|calls| 18717271_ee47_6d4a_ccbd_dc7577e19985
  6d160283_10a9_3468_0269_f458545a9fa6["aapply()"]
  6d160283_10a9_3468_0269_f458545a9fa6 -->|calls| 18717271_ee47_6d4a_ccbd_dc7577e19985
  6863402d_6621_7d8a_f622_2b781f3a6f69["_acall()"]
  6863402d_6621_7d8a_f622_2b781f3a6f69 -->|calls| 18717271_ee47_6d4a_ccbd_dc7577e19985
  style 18717271_ee47_6d4a_ccbd_dc7577e19985 fill:#6366f1,stroke:#818cf8,color:#fff

Relationship Graph

Source Code

libs/langchain/langchain_classic/chains/llm.py lines 278–290

    def create_outputs(self, llm_result: LLMResult) -> list[dict[str, Any]]:
        """Create outputs from response."""
        result = [
            # Get the text of the top generated string.
            {
                self.output_key: self.output_parser.parse_result(generation),
                "full_generation": generation,
            }
            for generation in llm_result.generations
        ]
        if self.return_final_only:
            result = [{self.output_key: r[self.output_key]} for r in result]
        return result