Generative AI Archives – Mantium

Generative AI

Whisper and ChatGPT: Transforming Audio into Text Summaries

In this article, we are going to examine the speech-to-text capabilities of OpenAI’s automatic speech recognition model – Whisper, and its API. To demonstrate, we will transcribe a podcast(mp3 file) to text, and use OpenAI’s ChatGPT API to summarize the text. Mantium is the fastest way to achieve step one…

March 23, 2023  ·   11 min read

How Haystack and LangChain are Empowering Large Language Models.

In this article, we will compare Haystack and LangChain, and how both empower Large language models(LLM). We will talk about what they do individually, what they do differently, and what tasks they are good at.This article will be a long read explaining concepts and code examples, so if you’d like…

March 7, 2023  ·   29 min read

ChatGPT API Beginner’s Guide

This article will discuss important concepts on using the new ChatGPT API to build applications and how you can quickly get started. Introduction OpenAI released the ChatGPT model and chat playground in November 2022, taking the world by storm. People from different backgrounds – both technical and non-technical – experimented…

March 3, 2023  ·   7 min read

Word Embeddings & Its Applications In Finding Information

This article aims to explain what word embedding means, and how it is used to find information in documents. What is Word Embeddings We use word embeddings to help computers better understand words and their meanings. Think about it like this; Word embeddings can be likened to putting words into…

February 23, 2023  ·   6 min read

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