Airbyte JSON (Deprecated)
Note: AirbyteJSONLoader
is deprecated. Please use AirbyteLoader
instead.
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_community.document_loaders import AirbyteJSONLoader
API Reference:
!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