From d5b1a21ae4f97dddc8c4ab6cdd528afa981eaf53 Mon Sep 17 00:00:00 2001
From: Leonid Ganeline <leo.gan.57@gmail.com>
Date: Thu, 16 Nov 2023 09:57:22 -0800
Subject: [PATCH] DOCS updated `semadb` example (#13431)

- the `SemaDB` notebook was placed in additional subfolder which breaks
the vectorstore ToC. I moved file up, removed this unnecessary
subfolder; updated the `vercel.json` with rerouting for the new URL
- Added SemaDB description and link
- improved text consistency
---
 .../integrations/vectorstores/{vectorstores => }/semadb.ipynb | 4 ++--
 docs/vercel.json                                              | 4 ++++
 2 files changed, 6 insertions(+), 2 deletions(-)
 rename docs/docs/integrations/vectorstores/{vectorstores => }/semadb.ipynb (96%)

diff --git a/docs/docs/integrations/vectorstores/vectorstores/semadb.ipynb b/docs/docs/integrations/vectorstores/semadb.ipynb
similarity index 96%
rename from docs/docs/integrations/vectorstores/vectorstores/semadb.ipynb
rename to docs/docs/integrations/vectorstores/semadb.ipynb
index e08424f6a9..b36a8e9214 100644
--- a/docs/docs/integrations/vectorstores/vectorstores/semadb.ipynb
+++ b/docs/docs/integrations/vectorstores/semadb.ipynb
@@ -7,11 +7,11 @@
    "source": [
     "# SemaDB\n",
     "\n",
-    "> SemaDB is a no fuss vector similarity database for building AI applications. The hosted SemaDB Cloud offers a no fuss developer experience to get started.\n",
+    "> [SemaDB](https://www.semafind.com/products/semadb) from [SemaFind](https://www.semafind.com) is a no fuss vector similarity database for building AI applications. The hosted `SemaDB Cloud` offers a no fuss developer experience to get started.\n",
     "\n",
     "The full documentation of the API along with examples and an interactive playground is available on [RapidAPI](https://rapidapi.com/semafind-semadb/api/semadb).\n",
     "\n",
-    "This notebook demonstrates how the `langchain` wrapper can be used with SemaDB Cloud."
+    "This notebook demonstrates usage of the `SemaDB Cloud` vector store."
    ]
   },
   {
diff --git a/docs/vercel.json b/docs/vercel.json
index dbdcb0506f..81730f46ce 100644
--- a/docs/vercel.json
+++ b/docs/vercel.json
@@ -492,6 +492,10 @@
       "source": "/docs/integrations/providers/cassandra",
       "destination": "/docs/integrations/providers/astradb"
     },
+    {
+      "source": "/docs/integrations/vectorstores/vectorstores/semadb",
+      "destination": "/docs/integrations/vectorstores/semadb"
+    },
     {
       "source": "/docs/integrations/vectorstores/cassandra",
       "destination": "/docs/integrations/vectorstores/astradb"