Machine Learning tutorials

Discover how to build, deploy and run Machine Learning applications in production on Koyeb. The fastest way to deploy applications globally.

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Use FLUX, PyTorch, and Streamlit to Build an AI Image Generation App
Rishi Raj Jain
Rishi Raj Jain

Use FLUX, PyTorch, and Streamlit to Build an AI Image Generation App

Learn how to use the FLUX model to generate images based on prompts in real-time.

Nov 20, 2024
10 min read
Use pgvector and Hugging Face to Build an Optimized FAQ Search with Sentence Similarity
Chuks Opia
Chuks Opia

Use pgvector and Hugging Face to Build an Optimized FAQ Search with Sentence Similarity

In this tutorial, we showcase how to deploy a FAQ search service built with Hugging Face's Inference API, pgvector, Koyeb's Managed Postgres. The optimized FAQ Search leverages sentence similarity searching to provide the most relevant results to a user's search terms.

Nov 27, 2023
25 min read

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