* add rerankers in retrieving pipeline
* update example MVP pipeline
* add citation pipeline and function call interface
* change return type of QA and AgentPipeline to Document
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
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Co-authored-by: ian <ian@cinnamon.is>
* add base Tool
* minor update test_tool
* update test dependency
* update test dependency
* Fix namespace conflict
* update test
* add base Agent Interface, add ReWoo Agent
* minor update
* update test
* fix typo
* remove unneeded print
* update rewoo agent
* add LLMTool
* update BaseAgent type
* add ReAct agent
* add ReAct agent
* minor update
* minor update
* minor update
* minor update
* update base reader with BaseComponent
* add splitter
* update agent and tool
* update vectorstores
* update load/save for indexing and retrieving pipeline
* update test_agent for more use-cases
* add missing dependency for test
* update test case for in memory vectorstore
* add TextSplitter to BaseComponent
* update type hint basetool
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Co-authored-by: trducng <trungduc1992@gmail.com>
