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feat: Add milvus vector store #2634

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Jul 12, 2024
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27 changes: 27 additions & 0 deletions docs/docs/components/vector-stores.mdx
Original file line number Diff line number Diff line change
Expand Up @@ -167,6 +167,33 @@ For more details, see the [FAISS Component Documentation](https://faiss.ai/index

---

### 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.

---

### 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.

---

### MongoDB Atlas

`MongoDBAtlas` builds a MongoDB Atlas-based vector store from Data, streamlining the storage and retrieval of documents.
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