Open in app

Sign In

Write

Sign In

Ramsri Goutham
Ramsri Goutham

1.1K Followers

Home

About

Published in Towards Data Science

·Pinned

Questgen - An open source NLP library for Question generation algorithms.

Question generation using state-of-the-art Natural Language Processing techniques — Question answering is a very popular task in Natural language processing but question generation is novel and hasn’t been explored much yet. If you want to try a live demo of question generation in action, please visit https://questgen.ai/ Question generation has a lot of use cases with the most prominent…

Nlproc

5 min read

Questgen - An open source NLP library for Question generation algorithms.
Questgen - An open source NLP library for Question generation algorithms.
Nlproc

5 min read


Published in Towards Data Science

·Pinned

Practical AI: Using NLP word vectors in a novel way to solve the problem of localization

The most practical use of word embeddings (word2vec, glove, etc) you will ever see. — King — Man + Woman = Queen You might have seen the traditional word2vec or Glove word embeddings examples that show King -Man+Woman = Queen. Here Queen will be returned from the word embedding algorithm given the words King, Man, and Woman. Today we will see how we can use this structure to solve a real-world problem.

Naturallanguageprocessing

6 min read

Practical AI: Using NLP word vectors in a novel way to solve the problem of localization
Practical AI: Using NLP word vectors in a novel way to solve the problem of localization
Naturallanguageprocessing

6 min read


1 day ago

Create AI-Powered Personalized Meditation Videos

Combining AI tools — ChatGPT, elevenlabs.io, dreamstudio.com, and supertranslate.ai — An effective technique for lowering stress, increasing mental clarity, and boosting general well-being is meditation. However, it might be difficult to discover the ideal guided meditation for your individual requirements. Here comes a novel and creative method of practicing mindfulness: AI-powered customized meditation videos.

Artificial Intelligence

3 min read

Create AI-Powered Personalized Meditation Videos
Create AI-Powered Personalized Meditation Videos
Artificial Intelligence

3 min read


3 days ago

OpenAI’s Whisper: 7 must-know libraries and add-ons built on top of it

Community improvements over OpenAI’s Whisper — In Sept 2022, OpenAI released Whisper, the world’s most accurate speech recognition (ASR) that can transcribe and translate speech audio from 97 languages! While it touted state-of-the-art accuracies in speech-to-text of many languages, it lacked several key aspects of speech-to-text systems like word level time stamps, speaker diarisation, etc. Here…

Speech Recognition

3 min read

OpenAI’s Whisper: 7 must-know libraries and add-ons built on top of it
OpenAI’s Whisper: 7 must-know libraries and add-ons built on top of it
Speech Recognition

3 min read


4 days ago

The landscape of Serverless GPU providers in 2023

All startups providing serverless GPUs — The serverless GPU space is heating up with image and text generation startups blowing up! Since my last writeup, a few companies have shut down (inferrd)and a few have been renamed (slai.io to beam.cloud). So writing a V2 version for 2023! Here is the landscape of serverless GPU startups in…

Artificial Intelligence

3 min read

The landscape of Serverless GPU providers in 2023
The landscape of Serverless GPU providers in 2023
Artificial Intelligence

3 min read


5 days ago

Avoid token attacks on GPT-3 apps with Tiktoken

Count GPT-3 tokens before further processing — Most production GPT-3 apps use character count/word count to throttle free/paid usage! But GPT-3 operates on tokens! With non-English languages, GPT-3 can get 15–20x more expensive because of the high token count. To understand this, read this article. An attacker could enter seemingly innocuous 4 lines of text in a…

Artificial Intelligence

1 min read

Avoid token attacks on GPT-3 apps with Tiktoken
Avoid token attacks on GPT-3 apps with Tiktoken
Artificial Intelligence

1 min read


Jan 23

3 tools to build full-stack apps in Pure Python

No web development experience or front-end knowledge is necessary! — Python is a popular programming language among developers due to its simplicity, readability, and versatility. However, building full-stack web applications in Python can be challenging, especially for developers without extensive experience in web development. There are several reasons for this, including the complexity of the web development ecosystem and the…

Python

2 min read

3 tools to build full-stack apps in Pure Python
3 tools to build full-stack apps in Pure Python
Python

2 min read


Jan 23

Multilingual (non-English) NLP — 7 things to know before getting started

A primer on differences between English and Non-English NLP — Multilingual Natural Language Processing (NLP) is a rapidly growing field, but it is different from English NLP in several ways. It requires a deep understanding of multiple languages and their unique characteristics. From the lack of space characters in some languages to the different cultural contexts, grammar and syntax, text…

Artificial Intelligence

4 min read

Multilingual (non-English) NLP — 7 things to know before getting started
Multilingual (non-English) NLP — 7 things to know before getting started
Artificial Intelligence

4 min read


Jan 17

Why is GPT-3 expensive and slow for Non-English languages?

A quick look at GPT-3’s tokenization — How can a word like స్త్రీ (meaning woman in Telugu, an Indian language) come upto 18 tokens in OpenAI’s GPT-3 whereas “woman” in English is 1 token? This also means it is 10–20x expensive as well as 10–20x slower to support a GPT-3 based app in Telugu because GPT-3 needs…

Artificial Intelligence

3 min read

Why is GPT-3 expensive and slow for Non-English languages?
Why is GPT-3 expensive and slow for Non-English languages?
Artificial Intelligence

3 min read


Jan 15

The landscape of generative AI landscape reports

9 VCs who published generative AI reports — 1. Sequoia Capital Perhaps the first and most notable generative AI landscape map that became viral! Released on Oct, 17, 22. V2 updated image attached.

Artificial Intelligence

2 min read

The landscape of generative AI landscape reports
The landscape of generative AI landscape reports
Artificial Intelligence

2 min read

Ramsri Goutham

Ramsri Goutham

1.1K Followers

Teaches NLP courses at https://www.learnnlp.academy/ ◆ Building AI SaaS Apps: https://questgen.ai/ and https://supermeme.ai/

Following
  • Slidebean

    Slidebean

  • Sean Kernan

    Sean Kernan

  • David O.

    David O.

  • Nick Wignall

    Nick Wignall

  • Fabio Chiusano

    Fabio Chiusano

Help

Status

Writers

Blog

Careers

Privacy

Terms

About

Text to speech