Vector Embeddings tutorials

Discover how to build, deploy and run Vector Embeddings 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

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

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

Vector Embeddings tutorials

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

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

Deploy AI apps to production in minutes