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.

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.

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…

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…

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…

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…

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…

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…

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.