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>
This commit is contained in:
Nguyen Trung Duc (john)
2023-11-13 15:10:18 +07:00
committed by GitHub
parent 6095526dc7
commit d79b3744cb
25 changed files with 280 additions and 458 deletions

View File

@@ -70,7 +70,7 @@ class SimpleLinearPipeline(BaseComponent):
prompt = self.prompt(**prompt_kwargs)
llm_output = self.llm(prompt.text, **llm_kwargs)
if self.post_processor is not None:
final_output = self.post_processor(llm_output, **post_processor_kwargs)
final_output = self.post_processor(llm_output, **post_processor_kwargs)[0]
else:
final_output = llm_output
@@ -143,7 +143,7 @@ class GatedLinearPipeline(SimpleLinearPipeline):
if condition_text is None:
raise ValueError("`condition_text` must be provided")
if self.condition(condition_text):
if self.condition(condition_text)[0]:
return super().run(
llm_kwargs=llm_kwargs,
post_processor_kwargs=post_processor_kwargs,