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ishaan-jaff 2023-07-29 07:06:56 -07:00
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docs/extras/integrations/document_loaders/telegram.ipynb
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{
"cells": [
{
"cell_type": "markdown",
"id": "33205b12",
"metadata": {},
"source": [
"# Telegram\n",
"\n",
">[Telegram Messenger](https://web.telegram.org/a/) is a globally accessible freemium, cross-platform, encrypted, cloud-based and centralized instant messaging service. The application also provides optional end-to-end encrypted chats and video calling, VoIP, file sharing and several other features.\n",
"\n",
"This notebook covers how to load data from `Telegram` into a format that can be ingested into LangChain."
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "90b69c94",
"metadata": {},
"outputs": [],
"source": [
"from langchain.document_loaders import TelegramChatFileLoader, TelegramChatApiLoader"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "13deb0f5",
"metadata": {},
"outputs": [],
"source": [
"loader = TelegramChatFileLoader(\"example_data/telegram.json\")"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "9ccc1e2f",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[Document(page_content=\"Henry on 2020-01-01T00:00:02: It's 2020...\\n\\nHenry on 2020-01-01T00:00:04: Fireworks!\\n\\nGrace 🧤 ðŸ\\x8d’ on 2020-01-01T00:00:05: You're a minute late!\\n\\n\", metadata={'source': 'example_data/telegram.json'})]"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"loader.load()"
]
},
{
"cell_type": "markdown",
"id": "3e64cac2",
"metadata": {},
"source": [
"`TelegramChatApiLoader` loads data directly from any specified chat from Telegram. In order to export the data, you will need to authenticate your Telegram account. \n",
"\n",
"You can get the API_HASH and API_ID from https://my.telegram.org/auth?to=apps\n",
"\n",
"chat_entity – recommended to be the [entity](https://docs.telethon.dev/en/stable/concepts/entities.html?highlight=Entity#what-is-an-entity) of a channel.\n",
"\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "f05f75f3",
"metadata": {},
"outputs": [],
"source": [
"loader = TelegramChatApiLoader(\n",
" chat_entity=\"<CHAT_URL>\", # recommended to use Entity here\n",
" api_hash=\"<API HASH >\",\n",
" api_id=\"<API_ID>\",\n",
" user_name=\"\", # needed only for caching the session.\n",
")"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "40039f7b",
"metadata": {},
"outputs": [],
"source": [
"loader.load()"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "18e5af2b",
"metadata": {},
"outputs": [],
"source": []
}
],
"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": "3.10.6"
}
},
"nbformat": 4,
"nbformat_minor": 5
}