…collection to Chroma vector store instance. (#871)

* add Chroma wrapper for vectorstore compatibility

* Make my own Chroma class

* refactor get_id_scores

* replace chroma to VectorStore instance with async

* use vector store embedding at vectordb module

* optimize imports

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Co-authored-by: jeffrey <vkefhdl1@gmail.com>

…ordb module. (#874)

* make load_yaml_config for easier retrieve config yaml file

* load vectordb instance from config YAML file

* load vectordb from YAML in the vectordb module

* fixed wrong annotation

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Co-authored-by: jeffrey <vkefhdl1@gmail.com>

* add filter from corpus data and filter from retrieval_gt for optional ingest

* make Evaluator with external vectordb working.

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Co-authored-by: jeffrey <vkefhdl1@gmail.com>

Co-authored-by: jeffrey <vkefhdl1@gmail.com>

* extract vectordb and save it to extracted yaml as also

* add delete collection method for milvus

* edit hybrid testing for new vectordb

* optimize imports at test_hybrid_cc.py

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Co-authored-by: jeffrey <vkefhdl1@gmail.com>

* add vector db documentations (milvus and chroma)

* change documentation file for vectordb

* Fix all sample config YAML file to use vectordb

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Co-authored-by: jeffrey <vkefhdl1@gmail.com>