docs: fix milvus import and update template (#22306)

docs: fix milvus import problem update milvus-rag template with milvus-lite Signed-off-by: ChengZi <chen.zhang@zilliz.com>
langchain-ai · May 30, 2024 · 2443e85 · 2443e85
1 parent 86698b0
commit 2443e85
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diff --git a/docs/docs/integrations/retrievers/self_query/milvus_self_query.ipynb b/docs/docs/integrations/retrievers/self_query/milvus_self_query.ipynb
@@ -20,7 +20,7 @@
     "\n",
     "I have used the cloud version of Milvus, thus I need `uri` and `token` as well.\n",
     "\n",
-    "NOTE: The self-query retriever requires you to have `lark` installed (`pip install lark`). We also need the `pymilvus` package."
+    "NOTE: The self-query retriever requires you to have `lark` installed (`pip install lark`). We also need the `langchain_milvus` package."
    ]
   },
   {
@@ -29,16 +29,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "%pip install --upgrade --quiet  lark"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "%pip install --upgrade --quiet  pymilvus"
+    "%pip install --upgrade --quiet lark langchain_milvus"
    ]
   },
   {
@@ -67,8 +58,8 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "from langchain_community.vectorstores import Milvus\n",
     "from langchain_core.documents import Document\n",
+    "from langchain_milvus.vectorstores import Milvus\n",
     "from langchain_openai import OpenAIEmbeddings\n",
     "\n",
     "embeddings = OpenAIEmbeddings()"
@@ -388,4 +379,4 @@
  },
  "nbformat": 4,
  "nbformat_minor": 4
-}
+}
diff --git a/docs/docs/integrations/vectorstores/milvus.ipynb b/docs/docs/integrations/vectorstores/milvus.ipynb
@@ -23,7 +23,7 @@
    },
    "outputs": [],
    "source": [
-    "%pip install --upgrade --quiet  pymilvus"
+    "%pip install --upgrade --quiet  langchain_milvus"
    ]
   },
   {
@@ -67,7 +67,7 @@
    "outputs": [],
    "source": [
     "from langchain_community.document_loaders import TextLoader\n",
-    "from langchain_community.vectorstores import Milvus\n",
+    "from langchain_milvus.vectorstores import Milvus\n",
     "from langchain_openai import OpenAIEmbeddings\n",
     "from langchain_text_splitters import CharacterTextSplitter"
    ]

diff --git a/libs/partners/milvus/README.md b/libs/partners/milvus/README.md
@@ -10,15 +10,15 @@ pip install -U langchain-milvus
 
 ## Milvus vector database
 
-See a [usage example](https://python.langchain.com/docs/integrations/vectorstores/milvus/)
+See a [usage example](https://python.langchain.com/v0.2/docs/integrations/vectorstores/milvus/)
 
 ```python
 from langchain_milvus import Milvus
 ```
 
 ## Milvus hybrid search
 
-See a [usage example](https://python.langchain.com/docs/integrations/retrievers/milvus_hybrid_search/).
+See a [usage example](https://python.langchain.com/v0.2/docs/integrations/retrievers/milvus_hybrid_search/).
 
 ```python
 from langchain_milvus import MilvusCollectionHybridSearchRetriever
@@ -27,15 +27,15 @@ from langchain_milvus import MilvusCollectionHybridSearchRetriever
 
 ## Zilliz Cloud vector database
 
-See a [usage example](https://python.langchain.com/docs/integrations/vectorstores/zilliz/).
+See a [usage example](https://python.langchain.com/v0.2/docs/integrations/vectorstores/zilliz/).
 
 ```python
 from langchain_milvus import Zilliz
 ```
 
 ## Zilliz Cloud Pipeline Retriever
 
-See a [usage example](https://python.langchain.com/docs/integrations/retrievers/zilliz_cloud_pipeline).
+See a [usage example](https://python.langchain.com/v0.2/docs/integrations/retrievers/zilliz_cloud_pipeline/).
 
 ```python
 from langchain_milvus import ZillizCloudPipelineRetriever