Add External VectorDB Connections #872
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…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 --------- 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 --------- 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. --------- 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 --------- 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 --------- Co-authored-by: jeffrey <vkefhdl1@gmail.com>
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