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#1	{
#2	"cells": [
#3	{
#4	"cell_type": "markdown",
#5	"metadata": {
#6	"id": "b02n_zJ_hl3d"
#7	},
#8	"source": [
#9	"## Cookbook for using ElasticSearchDB with Embedchain"
#10	]
#11	},
#12	{
#13	"cell_type": "markdown",
#14	"metadata": {
#15	"id": "gyJ6ui2vhtMY"
#16	},
#17	"source": [
#18	"### Step-1: Install embedchain package"
#19	]
#20	},
#21	{
#22	"cell_type": "code",
#23	"execution_count": null,
#24	"metadata": {
#25	"id": "-NbXjAdlh0vJ"
#26	},
#27	"outputs": [],
#28	"source": [
#29	"!pip install embedchain[elasticsearch]"
#30	]
#31	},
#32	{
#33	"cell_type": "markdown",
#34	"metadata": {
#35	"id": "nGnpSYAAh2bQ"
#36	},
#37	"source": [
#38	"### Step-2: Set OpenAI environment variables.\n",
#39	"\n",
#40	"You can find this env variable on your [OpenAI dashboard](https://platform.openai.com/account/api-keys)."
#41	]
#42	},
#43	{
#44	"cell_type": "code",
#45	"execution_count": null,
#46	"metadata": {
#47	"id": "0fBdQ9GAiRvK"
#48	},
#49	"outputs": [],
#50	"source": [
#51	"import os\n",
#52	"from embedchain import App\n",
#53	"\n",
#54	"os.environ[\"OPENAI_API_KEY\"] = \"sk-xxx\""
#55	]
#56	},
#57	{
#58	"cell_type": "markdown",
#59	"metadata": {
#60	"id": "PGt6uPLIi1CS"
#61	},
#62	"source": [
#63	"### Step-3 Create embedchain app and define your config"
#64	]
#65	},
#66	{
#67	"cell_type": "code",
#68	"execution_count": null,
#69	"metadata": {
#70	"id": "Amzxk3m-i3tD"
#71	},
#72	"outputs": [],
#73	"source": [
#74	"app = App.from_config(config={\n",
#75	" \"provider\": \"elasticsearch\",\n",
#76	" \"config\": {\n",
#77	" \"collection_name\": \"es-index\",\n",
#78	" \"es_url\": \"your-elasticsearch-url.com\",\n",
#79	" \"allow_reset\": True,\n",
#80	" \"api_key\": \"xxx\"\n",
#81	" }\n",
#82	"})"
#83	]
#84	},
#85	{
#86	"cell_type": "markdown",
#87	"metadata": {
#88	"id": "XNXv4yZwi7ef"
#89	},
#90	"source": [
#91	"### Step-4: Add data sources to your app"
#92	]
#93	},
#94	{
#95	"cell_type": "code",
#96	"execution_count": null,
#97	"metadata": {
#98	"id": "Sn_0rx9QjIY9"
#99	},
#100	"outputs": [],
#101	"source": [
#102	"app.add(\"https://www.forbes.com/profile/elon-musk\")"
#103	]
#104	},
#105	{
#106	"cell_type": "markdown",
#107	"metadata": {
#108	"id": "_7W6fDeAjMAP"
#109	},
#110	"source": [
#111	"### Step-5: All set. Now start asking questions related to your data"
#112	]
#113	},
#114	{
#115	"cell_type": "code",
#116	"execution_count": null,
#117	"metadata": {
#118	"id": "cvIK7dWRjN_f"
#119	},
#120	"outputs": [],
#121	"source": [
#122	"while(True):\n",
#123	" question = input(\"Enter question: \")\n",
#124	" if question in ['q', 'exit', 'quit']:\n",
#125	" break\n",
#126	" answer = app.query(question)\n",
#127	" print(answer)"
#128	]
#129	}
#130	],
#131	"metadata": {
#132	"colab": {
#133	"provenance": []
#134	},
#135	"kernelspec": {
#136	"display_name": "Python 3",
#137	"name": "python3"
#138	},
#139	"language_info": {
#140	"name": "python"
#141	}
#142	},
#143	"nbformat": 4,
#144	"nbformat_minor": 0
#145	}
#146

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