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Copy file name to clipboardexpand all lines: README.md
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## Introduction
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`funcchain` is the *most pythonic* way of writing cognitive systems. Leveraging pydantic models as output schemas combined with langchain in the backend allows for a seamless integration of llms into your apps.
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It utilizes perfect with OpenAI Functions or LlamaCpp grammars (json-schema-mode) for efficient structured output.
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It utilizes OpenAI Functions or LlamaCpp grammars (json-schema-mode) for efficient structured output.
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In the backend it compiles the funcchain syntax into langchain runnables so you can easily invoke, stream or batch process your pipelines.
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[](https://codespaces.new/ricklamers/funcchain-demo)
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