Unleashing the Power of AI for Note Taking: A Streamlit App with OpenAI
The ever-growing field of Generative AI offers exciting possibilities for streamlining our daily tasks. This blog post explores how we can leverage OpenAI’s powerful models to create a user-friendly AI Note Taking application using Streamlit.
The Problem:
Taking notes can be a time-consuming process, especially during lectures, meetings, or interviews. Traditional methods often require manual transcription or shorthand, which can be inefficient and error-prone.
The Solution: An AI-powered Note Taker
Our Streamlit application tackles this challenge by offering two user-friendly options:
- Record Audio: Users can directly record audio using their microphone.
- Upload Audio File: Provide a previously recorded audio file for transcription.
The recorded or uploaded audio is then processed using the following steps:
1. Speech-to-Text Transcription:
- We utilize OpenAI’s Whisper model, a state-of-the-art speech recognition model, to transcribe the audio into text. This eliminates the need for manual transcription, saving users valuable time.
2. AI-powered Note Generation:
- Once the audio is transcribed, the text is passed on to another OpenAI model, ChatGPT. This model analyzes the transcript and generates concise and informative notes. Users can…