"""LangChain **Runnable** and the **LangChain Expression Language (LCEL)**. The LangChain Expression Language (LCEL) offers a declarative method to build production-grade programs that harness the power of LLMs. Programs created using LCEL and LangChain Runnables inherently support synchronous, asynchronous, batch, and streaming operations. Support for **async** allows servers hosting LCEL based programs to scale better for higher concurrent loads. **Streaming** of intermediate outputs as they're being generated allows for creating more responsive UX. This module contains schema and implementation of LangChain Runnables primitives. """ from langchain_core.runnables.base import ( Runnable, RunnableBinding, RunnableGenerator, RunnableLambda, RunnableMap, RunnableParallel, RunnableSequence, RunnableSerializable, chain, ) from langchain_core.runnables.branch import RunnableBranch from langchain_core.runnables.config import ( RunnableConfig, ensure_config, get_config_list, patch_config, run_in_executor, ) from langchain_core.runnables.fallbacks import RunnableWithFallbacks from langchain_core.runnables.passthrough import ( RunnableAssign, RunnablePassthrough, RunnablePick, ) from langchain_core.runnables.router import RouterInput, RouterRunnable from langchain_core.runnables.utils import ( AddableDict, ConfigurableField, ConfigurableFieldMultiOption, ConfigurableFieldSingleOption, ConfigurableFieldSpec, aadd, add, ) __all__ = [ "chain", "AddableDict", "ConfigurableField", "ConfigurableFieldSingleOption", "ConfigurableFieldMultiOption", "ConfigurableFieldSpec", "ensure_config", "run_in_executor", "patch_config", "RouterInput", "RouterRunnable", "Runnable", "RunnableSerializable", "RunnableBinding", "RunnableBranch", "RunnableConfig", "RunnableGenerator", "RunnableLambda", "RunnableMap", "RunnableParallel", "RunnablePassthrough", "RunnableAssign", "RunnablePick", "RunnableSequence", "RunnableWithFallbacks", "get_config_list", "aadd", "add", ]