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A collection of data layers for Chainlit, persist state on your own infrastructure!

License: Apache License 2.0

Python 100.00%

chainlit chatbot llm postgresql sqlite

lit-data-layers's Introduction

lit-data-layers

🔴 NOW HAVE OFFICIAL SUPPORT FOR PostgreSQL DB 🔴

👉 https://docs.chainlit.io/data-persistence/custom 👈

THIS PROJECT IS NOW DEAD!

Provides Custom Data Layer for Chainlit apps. Supports multiple databases and data stores.

Installation

PostgreSQL

Note: Make sure you have libpq-dev / postgresql installed.

pip install "lit-data-layers[postgres]"
export LIT_DATABASE_URL=postgresql+asyncpg://user:pass@localhost/test

SQLite

pip install "lit-data-layers[sqlite]"
export LIT_DATABASE_URL=sqlite+aiosqlite:///db.sqlite3

Usage

import asyncio

import chainlit.data as cl_data
from lit_data_layers.sqldb import SqlDataLayer

layer = SqlDataLayer()
asyncio.get_event_loop().run_until_complete(layer.initialize_database())
cl_data._data_layer = layer

Compatibility Chart

Features that have been tested.

Method	SQLite	PostgreSQL
get_user	✅
create_user	✅
delete_user_session
upsert_feedback	✅
create_element
get_element
delete_element
create_step	✅
update_step
delete_step
get_thread	✅
get_thread_author	✅
delete_thread	✅
list_threads	✅
update_thread	✅

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