Simplify the BaseComponent
inteface (#64)
This change remove `BaseComponent`'s: - run_raw - run_batch_raw - run_document - run_batch_document - is_document - is_batch Each component is expected to support multiple types of inputs and a single type of output. Since we want the component to work out-of-the-box with both standardized and customized use cases, supporting multiple types of inputs are expected. At the same time, to reduce the complexity of understanding how to use a component, we restrict a component to only have a single output type. To accommodate these changes, we also refactor some components to remove their run_raw, run_batch_raw... methods, and to decide the common output interface for those components. Tests are updated accordingly. Commit changes: * Add kwargs to vector store's query * Simplify the BaseComponent * Update tests * Remove support for Python 3.8 and 3.9 * Bump version 0.3.0 * Fix github PR caching still use old environment after bumping version --------- Co-authored-by: ian <ian@cinnamon.is>
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@@ -70,7 +70,7 @@ class SimpleLinearPipeline(BaseComponent):
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prompt = self.prompt(**prompt_kwargs)
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llm_output = self.llm(prompt.text, **llm_kwargs)
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if self.post_processor is not None:
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final_output = self.post_processor(llm_output, **post_processor_kwargs)
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final_output = self.post_processor(llm_output, **post_processor_kwargs)[0]
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else:
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final_output = llm_output
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@@ -143,7 +143,7 @@ class GatedLinearPipeline(SimpleLinearPipeline):
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if condition_text is None:
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raise ValueError("`condition_text` must be provided")
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if self.condition(condition_text):
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if self.condition(condition_text)[0]:
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return super().run(
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llm_kwargs=llm_kwargs,
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post_processor_kwargs=post_processor_kwargs,
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