mirror of
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18 lines
750 B
Python
18 lines
750 B
Python
"""
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**Causal program-aided language (CPAL)** is a concept implemented in LangChain as
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a chain for causal modeling and narrative decomposition.
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CPAL improves upon the program-aided language (**PAL**) by incorporating
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causal structure to prevent hallucination in language models,
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particularly when dealing with complex narratives and math
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problems with nested dependencies.
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CPAL involves translating causal narratives into a stack of operations,
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setting hypothetical conditions for causal models, and decomposing
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narratives into story elements.
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It allows for the creation of causal chains that define the relationships
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between different elements in a narrative, enabling the modeling and analysis
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of causal relationships within a given context.
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"""
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