Add milvus vector store

Signed-off-by: Jael Gu <[email protected]>
langflow-ai · Jul 11, 2024 · 563a08c · 563a08c
1 parent 81849d5
commit 563a08c
Show file tree

Hide file tree

Showing 4 changed files with 323 additions and 53 deletions.
diff --git a/docs/docs/components/vector-stores.mdx b/docs/docs/components/vector-stores.mdx
@@ -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.

diff --git a/poetry.lock b/poetry.lock
diff --git a/pyproject.toml b/pyproject.toml
@@ -94,6 +94,7 @@ langchain-mongodb = "^0.1.6"
 kubernetes = "^30.1.0"
 firecrawl-py = "^0.0.16"
 langchain-nvidia-ai-endpoints = "^0.1.2"
+langchain-milvus = "^0.1.1"
 
 
 [tool.poetry.group.dev.dependencies]