DIY Audio/Sound Search Web App (w/ ImageBind and OSS)
Learn how to build an audio search app from scratch using Python, the ImageBind multi-modal AI model, and Google Cloud. This end-to-end tutorial covers:
Deploying the ImageBind model on Vertex AI
Setting up Cloud Storage for audio files
Building a Flask web app to search audio using text queries
Deploying the app with Cloud Run and Docker
Demonstration Code and Diagram: https://github.com/nodematiclabs/audi...
Free Trial - Our New Diagram Tool: https://softwaresim.com/pricing/ ("YOUTUBE24" for 25% Off)
If you are a cloud, DevOps, or software engineer you’ll probably find our wide range of YouTube tutorials, demonstrations, and walkthroughs useful - please consider subscribing to support the channel.
0:00 Conceptual Overview
2:27 ImageBind Endpoint
4:29 ImageBind Testing
5:25 Compiling Media (Audio)
8:05 Cloud Storage Bucket
10:30 Python Application (Flask)
19:45 Containerization (Docker)
21:53 Cloud Run Service
23:50 Authentication via SDK
27:55 Final Deployment