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Harrison/airbyte (#989)
Co-authored-by: zanderchase <zanderchase@gmail.com> Co-authored-by: Harrison Chase <harrisonchase@Harrisons-MacBook-Pro.local>
This commit is contained in:
171
docs/modules/document_loaders/examples/airbyte_json.ipynb
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171
docs/modules/document_loaders/examples/airbyte_json.ipynb
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{
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"cells": [
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{
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"cell_type": "markdown",
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"id": "1f3a5ebf",
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"metadata": {},
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"source": [
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"# Airbyte JSON\n",
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"This covers how to load any source from Airbyte into a local JSON file that can be read in as a document\n",
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"\n",
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"Prereqs:\n",
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"Have docker desktop installed\n",
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"\n",
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"Steps:\n",
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"\n",
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"1) clone Airbyte from GitHub - `git clone https://github.com/airbytehq/airbyte.git`\n",
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"\n",
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"2) switch into Airbyte directory - `cd airbyte`\n",
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"\n",
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"3) start Airbyte - `docker compose up`\n",
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"\n",
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"4) In your browser, just visit http://localhost:8000. You will be asked for a username and password. By default, that's username `airbyte` and password `password`.\n",
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"\n",
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"5) Setup any source you wish\n",
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"\n",
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"6) Set destination as Local JSON, with specified destination path - lets say `/json_data`. Set up manual sync.\n",
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"\n",
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"7) Run the connection!\n",
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"\n",
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"7) To see what files are create, you can navigate to: `file:///tmp/airbyte_local`\n",
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"\n",
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"8) Find your data and copy path. That path should be saved in the file variable below. It should start with `/tmp/airbyte_local`\n"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 1,
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"id": "180c8b74",
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"metadata": {},
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"outputs": [],
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"source": [
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"from langchain.document_loaders import AirbyteJSONLoader"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 2,
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"id": "4af10665",
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"_airbyte_raw_pokemon.jsonl\r\n"
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]
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}
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],
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"source": [
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"!ls /tmp/airbyte_local/json_data/"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 3,
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"id": "721d9316",
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"metadata": {},
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"outputs": [],
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"source": [
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"loader = AirbyteJSONLoader('/tmp/airbyte_local/json_data/_airbyte_raw_pokemon.jsonl')"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 4,
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"id": "9858b946",
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"metadata": {},
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"outputs": [],
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"source": [
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"data = loader.load()"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 8,
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"id": "fca024cb",
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"metadata": {
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"scrolled": true
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},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"abilities: \n",
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"ability: \n",
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"name: blaze\n",
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"url: https://pokeapi.co/api/v2/ability/66/\n",
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"\n",
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"is_hidden: False\n",
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"slot: 1\n",
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"\n",
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"\n",
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"ability: \n",
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"name: solar-power\n",
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"url: https://pokeapi.co/api/v2/ability/94/\n",
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"\n",
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"is_hidden: True\n",
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"slot: 3\n",
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"\n",
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"base_experience: 267\n",
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"forms: \n",
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"name: charizard\n",
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"url: https://pokeapi.co/api/v2/pokemon-form/6/\n",
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"\n",
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"game_indices: \n",
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"game_index: 180\n",
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"version: \n",
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"name: red\n",
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"url: https://pokeapi.co/api/v2/version/1/\n",
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"\n",
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"\n",
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"\n",
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"game_index: 180\n",
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"version: \n",
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"name: blue\n",
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"url: https://pokeapi.co/api/v2/version/2/\n",
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"\n",
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"\n",
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"\n",
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"game_index: 180\n",
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"version: \n",
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"n\n"
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]
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}
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],
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"source": [
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"print(data[0].page_content[:500])"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "9fa002a5",
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"metadata": {},
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"outputs": [],
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"source": []
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}
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],
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"metadata": {
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"kernelspec": {
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"display_name": "Python 3 (ipykernel)",
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"language": "python",
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"name": "python3"
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},
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"language_info": {
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"codemirror_mode": {
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"name": "ipython",
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"version": 3
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},
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"file_extension": ".py",
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"mimetype": "text/x-python",
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.9.1"
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}
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},
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"nbformat": 4,
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"nbformat_minor": 5
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}
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@@ -49,6 +49,8 @@ There are a lot of different document loaders that LangChain supports. Below are
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`Gutenberg <./examples/gutenberg.html>`_: A walkthrough of how to load data from a Gutenberg ebook text.
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`Airbyte Json <./examples/airbyte_json.html>`_: A walkthrough of how to load data from a local Airbyte JSON file.
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`Online PDF <./examples/online_pdf.html>`_: A walkthrough of how to load data from an online PDF.
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.. toctree::
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