Giter VIP home page Giter VIP logo

django-llm's Introduction

Python 3.11 Code style: black

Django LLM

An app for Django to aid development of large language model (LLM) workflows.

Have you ever wanted to store ChatGPT queries in your database? Now you can.

Powered by langchain

Information

Configure your LLM workflow from Django.

Build a business layer for your LLM application.

Install latest binary

pip install django-llm

Build and install from source

./build.sh
pip install dist/*.whl

Tests (Stabilizing)

pip install -r static.txt
./static.sh
pytest tests/

Features

Run ChatGPT queries through Django shell and model code

$ docker build -t django_llm .  
$ docker run -it django_llm
>>> 
>>> from llm.models.prompts import Prompt
>>> prompt = Prompt(template = "Give a bombastic and raucous 'Hello, {name}' to the user")
>>> prompt.save()
>>> Prompt.objects.all()
<QuerySet [<Prompt: Prompt object (1)>]>
>>> prompt.template
"Give a bombastic and raucous 'Hello, {name}' to the user"
>>> prompt.variables
['name']
>>>
>>> from llm.models import ModelProviderAPI
>>> openai = ModelProviderAPI(service = 'OpenAI', api_key = '<<<YOUR OPENAI API KEY>>>')
>>> openai.save()
>>> openai.service
'OpenAI'
>>>
>>> from llm.models.queries import OpenAIChatQuery
>>> query = OpenAIChatQuery(prompt = prompt, api = openai)
>>> query.do_query(name="World")
"HELLO WORLD! WELCOME TO THE MIGHTY REALM OF TECHNOLOGY AND INNOVATION! PREPARE TO BE ASTOUNDED AND DAZZLED BY THE POWER OF CODE AND THE ENDLESS POSSIBILITIES OF THE DIGITAL AGE! LET'S ROCK AND ROLL!"
>>>

More

  • Model to configure and execute ChatGPT query
  • Model to hold prompt and determine prompt variables
  • Model to store API keys for various services

django-llm's People

Contributors

mikrl avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.