From 47e4ee4370347b26ea7c2867dbc8b6429596afcf Mon Sep 17 00:00:00 2001
From: Saba Sturua <45267439+jupyterjazz@users.noreply.github.com>
Date: Wed, 24 May 2023 16:50:35 +0200
Subject: [PATCH] adjust docarray docstrings (#5185)

Follow up of https://github.com/hwchase17/langchain/pull/5015

Thanks for catching this!

Just a small PR to adjust couple of strings to these changes

Signed-off-by: jupyterjazz <saba.sturua@jina.ai>
---
 langchain/vectorstores/docarray/base.py      | 4 ++--
 langchain/vectorstores/docarray/hnsw.py      | 4 ++--
 langchain/vectorstores/docarray/in_memory.py | 4 ++--
 3 files changed, 6 insertions(+), 6 deletions(-)

diff --git a/langchain/vectorstores/docarray/base.py b/langchain/vectorstores/docarray/base.py
index d7b2f3c9ac2..d8b0f4b570a 100644
--- a/langchain/vectorstores/docarray/base.py
+++ b/langchain/vectorstores/docarray/base.py
@@ -19,10 +19,10 @@ def _check_docarray_import() -> None:
         import docarray
 
         da_version = docarray.__version__.split(".")
-        if int(da_version[0]) == 0 and int(da_version[1]) <= 30:
+        if int(da_version[0]) == 0 and int(da_version[1]) <= 31:
             raise ValueError(
                 f"To use the DocArrayHnswSearch VectorStore the docarray "
-                f"version >=0.31.0 is expected, received: {docarray.__version__}."
+                f"version >=0.32.0 is expected, received: {docarray.__version__}."
                 f"To upgrade, please run: `pip install -U docarray`."
             )
     except ImportError:
diff --git a/langchain/vectorstores/docarray/hnsw.py b/langchain/vectorstores/docarray/hnsw.py
index 9e334c3c47b..26ed4afacd5 100644
--- a/langchain/vectorstores/docarray/hnsw.py
+++ b/langchain/vectorstores/docarray/hnsw.py
@@ -13,8 +13,8 @@ from langchain.vectorstores.docarray.base import (
 class DocArrayHnswSearch(DocArrayIndex):
     """Wrapper around HnswLib storage.
 
-    To use it, you should have the ``docarray[hnswlib]`` package with version >=0.31.0
-    installed. You can install it with `pip install "langchain[hnswlib]"`.
+    To use it, you should have the ``docarray`` package with version >=0.32.0 installed.
+    You can install it with `pip install "langchain[docarray]"`.
     """
 
     @classmethod
diff --git a/langchain/vectorstores/docarray/in_memory.py b/langchain/vectorstores/docarray/in_memory.py
index 8ab664859eb..77570c0b063 100644
--- a/langchain/vectorstores/docarray/in_memory.py
+++ b/langchain/vectorstores/docarray/in_memory.py
@@ -13,8 +13,8 @@ from langchain.vectorstores.docarray.base import (
 class DocArrayInMemorySearch(DocArrayIndex):
     """Wrapper around in-memory storage for exact search.
 
-    To use it, you should have the ``docarray`` package with version >=0.31.0 installed.
-    You can install it with `pip install "langchain[in_memory_store]"`.
+    To use it, you should have the ``docarray`` package with version >=0.32.0 installed.
+    You can install it with `pip install "langchain[docarray]"`.
     """
 
     @classmethod