Airbyte JSON

Airbyte is a data integration platform for ELT pipelines from APIs, databases & files to warehouses & lakes. It has the largest catalog of ELT connectors to data warehouses and databases.

This covers how to load any source from Airbyte into a local JSON file that can be read in as a document

Prereqs: Have docker desktop installed

Steps:

1) Clone Airbyte from GitHub - git clone https://github.com/airbytehq/airbyte.git

2) Switch into Airbyte directory - cd airbyte

3) Start Airbyte - docker compose up

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.

5) Setup any source you wish.

6) Set destination as Local JSON, with specified destination path - lets say /json_data. Set up manual sync.

7) Run the connection.

7) To see what files are create, you can navigate to: file:///tmp/airbyte_local

8) Find your data and copy path. That path should be saved in the file variable below. It should start with /tmp/airbyte_local

from langchain.document_loaders import AirbyteJSONLoader

!ls /tmp/airbyte_local/json_data/

_airbyte_raw_pokemon.jsonl

loader = AirbyteJSONLoader("/tmp/airbyte_local/json_data/_airbyte_raw_pokemon.jsonl")

data = loader.load()

print(data[0].page_content[:500])

abilities: 
ability: 
name: blaze
url: https://pokeapi.co/api/v2/ability/66/

is_hidden: False
slot: 1


ability: 
name: solar-power
url: https://pokeapi.co/api/v2/ability/94/

is_hidden: True
slot: 3

base_experience: 267
forms: 
name: charizard
url: https://pokeapi.co/api/v2/pokemon-form/6/

game_indices: 
game_index: 180
version: 
name: red
url: https://pokeapi.co/api/v2/version/1/



game_index: 180
version: 
name: blue
url: https://pokeapi.co/api/v2/version/2/



game_index: 180
version: 
n