langchain/docs/extras/integrations/document_loaders/airbyte_json.ipynb

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.

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

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

In [1]:

from langchain.document_loaders import AirbyteJSONLoader

In [2]:

!ls /tmp/airbyte_local/json_data/

_airbyte_raw_pokemon.jsonl

In [3]:

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

In [4]:

data = loader.load()

In [8]:

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

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