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e�� �ZdmS )na� **Chains** are easily reusable components linked together.
Chains encode a sequence of calls to components like models, document retrievers,
other Chains, etc., and provide a simple interface to this sequence.
The Chain interface makes it easy to create apps that are:
- **Stateful:** add Memory to any Chain to give it state,
- **Observable:** pass Callbacks to a Chain to execute additional functionality,
like logging, outside the main sequence of component calls,
- **Composable:** combine Chains with other components, including other Chains.
**Class hierarchy:**
.. code-block::
Chain --> <name>Chain # Examples: LLMChain, MapReduceChain, RouterChain
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