add everyting for docs

docs/extras/integrations/text_embedding/bedrock.ipynb

@@ -0,0 +1,77 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "75e378f5-55d7-44b6-8e2e-6d7b8b171ec4",
+   "metadata": {},
+   "source": [
+    "# Bedrock Embeddings"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "2dbe40fa-7c0b-4bcb-a712-230bf613a42f",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "%pip install boto3"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "282239c8-e03a-4abc-86c1-ca6120231a20",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from langchain.embeddings import BedrockEmbeddings\n",
+    "\n",
+    "embeddings = BedrockEmbeddings(\n",
+    "    credentials_profile_name=\"bedrock-admin\", endpoint_url=\"custom_endpoint_url\"\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "19a46868-4bed-40cd-89ca-9813fbfda9cb",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "embeddings.embed_query(\"This is a content of the document\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "cf0349c4-6408-4342-8691-69276a388784",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "embeddings.embed_documents([\"This is a content of the document\"])"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.11"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}