feat: Add milvus vector store (#2634)

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Jael Gu 2024-07-13 03:47:55 +08:00 committed by GitHub
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@ -167,6 +167,33 @@ For more details, see the [FAISS Component Documentation](https://faiss.ai/index
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### Milvus
`Milvus` builds a vector store based on Milvus or Zilliz Cloud service to support document ingestion and search.
**Parameters:**
- **Input:** Documents or Data.
- **Embedding:** Model used in Milvus vector store.
- **Collection Name:** Collection identifier in Milvus.
- **Connection URI:** URI used to connect Milvus or Zilliz Cloud service.
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### Milvus Search
`MilvusSearch` searches a Milvus Vector Store for documents similar to the input, using advanced similarity metrics.
**Parameters:**
- **Input Value:** Search query.
- **Connection URI:** URI used to connect Milvus or Zilliz Cloud service.
- **Embedding:** Model used in Milvus vector store.
- **Collection Name:** Collection identifier in Milvus.
- **Number of Results:** Number of search results to return.
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### MongoDB Atlas
`MongoDBAtlas` builds a MongoDB Atlas-based vector store from Data, streamlining the storage and retrieval of documents.