Use the power of GPT3 to execute any function inside your programs just by giving some doctests

Related tags

Text Data & NLPgptrun
Overview

gptrun

Don't feel like coding today? Use the power of GPT3 to execute any function inside your programs just by giving some doctests.

How is this different from Copilot? Is that what you said? Copilot generates code that you run. This beauty uses GPT3 to compute the answer to each function call.

Installation

$ pip install git+https://github.com/nilp0inter/[email protected]

Example

First you need an OPENAI API key. Get it here: https://openai.com/api/

"">
$ export OPENAI_API_KEY="
     
      "
     

A code sample:

>> capital("Angola") "Luanda" >>> capital("France") "Paris" >>> capital("Spain") "Madrid" """ pass # I don't feel like coding today (: >>> capital.test() # You can test your "code". Don't let them blame you on coverage. ... >>> capital("China") "Beijing" ">
@gptrun
def capital(country):
    """
    Return the capital of a country.

    >>> capital("Angola")
    "Luanda"
    >>> capital("France")
    "Paris"
    >>> capital("Spain")
    "Madrid"
    """
    pass  # I don't feel like coding today (:


>>> capital.test()  # You can test your "code".  Don't let them blame you on coverage.
...

>>> capital("China")
"Beijing"

Not impressed yet? 🤔

>> is_irony("If you find me offensive. Then I suggest you quit.") False ">
>>> from examples import is_irony
>>> is_irony("If you find me offensive. Then I suggest you quit finding me.")
True
>>> is_irony("If you find me offensive. Then I suggest you quit.")
False

Look other examples in examples.py. And if you came up with more send me a pull request.

You can adjust GPT3 parameters using the decorator. See examples.py.

This code is production ready and 💯 % certified by the Ministry of Silly Walks.

Owner
Roberto Abdelkader Martínez Pérez
Roberto Abdelkader Martínez Pérez
A Domain Specific Language (DSL) for building language patterns. These can be later compiled into spaCy patterns, pure regex, or any other format

RITA DSL This is a language, loosely based on language Apache UIMA RUTA, focused on writing manual language rules, which compiles into either spaCy co

Šarūnas Navickas 60 Sep 26, 2022
Text-to-Speech for Belarusian language

title emoji colorFrom colorTo sdk app_file pinned Belarusian TTS 🐸 green green gradio app.py false Belarusian TTS 📢 🤖 Belarusian TTS (text-to-speec

Yurii Paniv 1 Nov 27, 2021
An open source library for deep learning end-to-end dialog systems and chatbots.

DeepPavlov is an open-source conversational AI library built on TensorFlow, Keras and PyTorch. DeepPavlov is designed for development of production re

Neural Networks and Deep Learning lab, MIPT 6k Dec 30, 2022
Unsupervised Document Expansion for Information Retrieval with Stochastic Text Generation

Unsupervised Document Expansion for Information Retrieval with Stochastic Text Generation Official Code Repository for the paper "Unsupervised Documen

NLP*CL Laboratory 2 Oct 26, 2021
AMUSE - financial summarization

AMUSE AMUSE - financial summarization Unzip data.zip Train new model: python FinAnalyze.py --task train --start 0 --count how many files,-1 for all

1 Jan 11, 2022
Various capabilities for static malware analysis.

Malchive The malchive serves as a compendium for a variety of capabilities mainly pertaining to malware analysis, such as scripts supporting day to da

MITRE Cybersecurity 64 Nov 22, 2022
A simple visual front end to the Maya UE4 RBF plugin delivered with MetaHumans

poseWrangler Overview PoseWrangler is a simple UI to create and edit pose-driven relationships in Maya using the MayaUE4RBF plugin. This plugin is dis

Christopher Evans 105 Dec 18, 2022
[EMNLP 2021] LM-Critic: Language Models for Unsupervised Grammatical Error Correction

LM-Critic: Language Models for Unsupervised Grammatical Error Correction This repo provides the source code & data of our paper: LM-Critic: Language M

Michihiro Yasunaga 98 Nov 24, 2022
Tool which allow you to detect and translate text.

Text detection and recognition This repository contains tool which allow to detect region with text and translate it one by one. Description Two pretr

Damian Panek 176 Nov 28, 2022
Collection of scripts to pinpoint obfuscated code

Obfuscation Detection (v1.0) Author: Tim Blazytko Automatically detect control-flow flattening and other state machines Description: Scripts and binar

Tim Blazytko 230 Nov 26, 2022
Pytorch implementation of Tacotron

Tacotron-pytorch A pytorch implementation of Tacotron: A Fully End-to-End Text-To-Speech Synthesis Model. Requirements Install python 3 Install pytorc

soobin seo 203 Dec 02, 2022
Learning Spatio-Temporal Transformer for Visual Tracking

STARK The official implementation of the paper Learning Spatio-Temporal Transformer for Visual Tracking Highlights The strongest performances Tracker

Multimedia Research 485 Jan 04, 2023
Fidibo.com comments Sentiment Analyser

Fidibo.com comments Sentiment Analyser Introduction This project first asynchronously grab Fidibo.com books comment data using grabber.py and then sav

Iman Kermani 3 Apr 15, 2022
This repository contains helper functions which can help you generate additional data points depending on your NLP task.

NLP Albumentations For Data Augmentation This repository contains helper functions which can help you generate additional data points depending on you

Aflah 6 May 22, 2022
Correctly generate plurals, ordinals, indefinite articles; convert numbers to words

NAME inflect.py - Correctly generate plurals, singular nouns, ordinals, indefinite articles; convert numbers to words. SYNOPSIS import inflect p = in

Jason R. Coombs 762 Dec 29, 2022
FewCLUE: 为中文NLP定制的小样本学习测评基准

FewCLUE: 为中文NLP定制的小样本学习测评基准

CLUE benchmark 387 Jan 04, 2023
Unsupervised text tokenizer for Neural Network-based text generation.

SentencePiece SentencePiece is an unsupervised text tokenizer and detokenizer mainly for Neural Network-based text generation systems where the vocabu

Google 6.4k Jan 01, 2023
The swas programming language

The Swas programming language This is a language that was made for fun. Installation Step 0: Make sure you have python installed Step 1. Clone this re

Swas.py 19 Jul 18, 2022
nlpcommon is a python Open Source Toolkit for text classification.

nlpcommon nlpcommon, Python Text Tool. Guide Feature Install Usage Dataset Contact Cite Reference Feature nlpcommon is a python Open Source

xuming 3 May 29, 2022
Chinese NER with albert/electra or other bert descendable model (keras)

Chinese NLP (albert/electra with Keras) Named Entity Recognization Project Structure ./ ├── NER │   ├── __init__.py │   ├── log

2 Nov 20, 2022