Chatbot with Pytorch, Python & Nextjs

Overview

Installation Instructions

  1. Make sure that you have Python 3, gcc, venv, and pip installed.

  2. Clone the repository

        $ git clone https://github.com/sahrohit/ml-chatbot.git
        $ cd ml-chatbot
  3. Installing Dependencies

    a. Backend

    Create a python 3 venv, activate the environment and Install the project dependencies.

        $ cd backend
        $ python -m venv venv
        $ venv\Scripts\Activate.ps1
        $ pip3 install -r requirements.txt

    b. Frontend

    Install all the Node Modules.

        $ cd frontend
        $ npm install

You have now successfully set up the project on your environment.


After Setting Up

To initialize the backend, run venv\Scripts\Activate.ps1 inside the backend folder.

  • python chat.py - Open Chatbot in Terminal
  • python main.py - Starts a server running at http://127.0.0.1:9696

To initialize the frontend inside the frontend folder,

Yet another Python binding for fastText

pyfasttext Warning! pyfasttext is no longer maintained: use the official Python binding from the fastText repository: https://github.com/facebookresea

Vincent Rasneur 230 Nov 16, 2022
๐Ÿ—ฃ๏ธ NALP is a library that covers Natural Adversarial Language Processing.

NALP: Natural Adversarial Language Processing Welcome to NALP. Have you ever wanted to create natural text from raw sources? If yes, NALP is for you!

Gustavo Rosa 21 Aug 12, 2022
Fully featured implementation of Routing Transformer

Routing Transformer A fully featured implementation of Routing Transformer. The paper proposes using k-means to route similar queries / keys into the

Phil Wang 246 Jan 02, 2023
Automatically search Stack Overflow for the command you want to run

stackshell Automatically search Stack Overflow (and other Stack Exchange sites) for the command you want to ru Use the up and down arrows to change be

circuit10 22 Oct 27, 2021
:house_with_garden: Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.

(Framework for Adapting Representation Models) What is it? FARM makes Transfer Learning with BERT & Co simple, fast and enterprise-ready. It's built u

deepset 1.6k Dec 27, 2022
ๅคš่ฏญ่จ€้™ๅ™ช้ข„่ฎญ็ปƒๆจกๅž‹MBart็š„ไธญๆ–‡็”ŸๆˆไปปๅŠก

mbart-chinese ๅŸบไบŽmbart-large-cc25 ็š„ไธญๆ–‡็”ŸๆˆไปปๅŠก Input source input: text + /s + lang_code target input: lang_code + text + /s Usage token_ids_mapping.jso

11 Sep 19, 2022
Backend for the Autocomplete platform. An AI assisted coding platform.

Introduction A custom predictor allows you to deploy your own prediction implementation, useful when the existing serving implementations don't fit yo

Tatenda Christopher Chinyamakobvu 1 Jan 31, 2022
PyTorch Implementation of "Bridging Pre-trained Language Models and Hand-crafted Features for Unsupervised POS Tagging" (Findings of ACL 2022)

Feature_CRF_AE Feature_CRF_AE provides a implementation of Bridging Pre-trained Language Models and Hand-crafted Features for Unsupervised POS Tagging

Jacob Zhou 6 Apr 29, 2022
Biterm Topic Model (BTM): modeling topics in short texts

Biterm Topic Model Bitermplus implements Biterm topic model for short texts introduced by Xiaohui Yan, Jiafeng Guo, Yanyan Lan, and Xueqi Cheng. Actua

Maksim Terpilowski 49 Dec 30, 2022
Rank-One Model Editing for Locating and Editing Factual Knowledge in GPT

Rank-One Model Editing (ROME) This repository provides an implementation of Rank-One Model Editing (ROME) on auto-regressive transformers (GPU-only).

Kevin Meng 130 Dec 21, 2022
Simple translation demo showcasing our headliner package.

Headliner Demo This is a demo showcasing our Headliner package. In particular, we trained a simple seq2seq model on an English-German dataset. We didn

Axel Springer News Media & Tech GmbH & Co. KG - Ideas Engineering 16 Nov 24, 2022
Open source annotation tool for machine learning practitioners.

doccano doccano is an open source text annotation tool for humans. It provides annotation features for text classification, sequence labeling and sequ

7.1k Jan 01, 2023
Code for papers "Generation-Augmented Retrieval for Open-Domain Question Answering" and "Reader-Guided Passage Reranking for Open-Domain Question Answering", ACL 2021

This repo provides the code of the following papers: (GAR) "Generation-Augmented Retrieval for Open-domain Question Answering", ACL 2021 (RIDER) "Read

morning 49 Dec 26, 2022
Refactored version of FastSpeech2

Refactored version of FastSpeech2. An implementation of Microsoft's "FastSpeech 2: Fast and High-Quality End-to-End Text to Speech"

ILJI CHOI 10 May 26, 2022
Natural Language Processing at EDHEC, 2022

Natural Language Processing Here you will find the teaching materials for the "Natural Language Processing" course at EDHEC Business School, 2022 What

1 Feb 04, 2022
Use the state-of-the-art m2m100 to translate large data on CPU/GPU/TPU. Super Easy!

Easy-Translate is a script for translating large text files in your machine using the M2M100 models from Facebook/Meta AI. We also privide a script fo

Iker Garcรญa-Ferrero 41 Dec 15, 2022
Anuvada: Interpretable Models for NLP using PyTorch

Anuvada: Interpretable Models for NLP using PyTorch So, you want to know why your classifier arrived at a particular decision or why your flashy new d

EDGE 102 Oct 01, 2022
Artificial Conversational Entity for queries in Eulogio "Amang" Rodriguez Institute of Science and Technology (EARIST)

๐Ÿค– Coeus - EARIST A.C.E ๐Ÿ’ฌ Coeus is an Artificial Conversational Entity for queries in Eulogio "Amang" Rodriguez Institute of Science and Technology,

Dids Irwyn Reyes 3 Oct 14, 2022
๋‚ด๋ถ€ ์ž‘์—…์šฉ django + vue(vuetify) boilerplate. ์ง  ํ•˜๋ฉด ๋Œ์•„๊ฐ.

Pocket Galaxy ์•„์ฃผ ๊ฐ„๋‹จํ•œ ๊ฐœ์ธ์šฉ, ํ˜น์€ ๋‚ด๋ถ€์šฉ ํˆด์„ ๋งŒ๋“ค์–ด์•ผํ•˜๋Š”๋ฐ ์ด์™•์ด๋ฉด ์›น์ด ํŽธํ•˜์ฃ ? ๊ทธ๋Ÿด๋•Œ๋ฅผ ์œ„ํ•ด ๋งŒ๋“ค์–ด๋‘” django์™€ vue(vuetify)๋กœ ์ด๋ค„์ง„ boilerplate ์ž…๋‹ˆ๋‹ค. ๊ฐ ํด๋”์— ์žˆ๋Š” ์„ค๋ช…์„œ๋Œ€๋กœ ์‹คํ–‰์„ ์‹œํ‚ค๋ฉด ์ผ๋‹จ ๋‹น์žฅ ๋ญ”๊ฐ€๊ฐ€ ๋Œ์•„๊ฐ‘๋‹ˆ

Jamie J. Seol 16 Dec 03, 2021
OCR์„ ์ด์šฉํ•˜์—ฌ ์ธ์›์ˆ˜๋ฅผ ์ธ์‹ ํ›„ ์คŒ์„ Kill ํ•ด์ค๋‹ˆ๋‹ค

How To Use killtheZoom-2.0 Windows 0. https://joyhong.tistory.com/79 ์ด ๊ธ€์„ ๋ณด๋ฉด์„œ tesseract๋ฅผ C:\Program Files\Tesseract-OCR ๊ฒฝ๋กœ๋กœ ์„ค์น˜ํ•ด์ฃผ์„ธ์š”(ํ•œ๊ตญ์–ด ์–ธ์–ด ์ถ”๊ฐ€ ํ•„์š”) ์ƒ๋‹จ์˜ ์ดˆ

๊น€์ •์ธ 9 Sep 13, 2021