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"""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 the LCEL based programs | |
to scale better for higher concurrent loads. | |
**Batch** operations allow for processing multiple inputs in parallel. | |
**Streaming** of intermediate outputs, as they're being generated, allows for | |
creating more responsive UX. | |
This module contains non-core Runnable classes. | |
""" | |