OpenAI tutorials

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

Using OpenAI Whisper to Transcribe Podcasts on Koyeb
Rishi Raj Jain
Rishi Raj Jain

Using OpenAI Whisper to Transcribe Podcasts on Koyeb

Learn how to use OpenAI Whisper to build an app to generate transcription of podcast audio files in real-time.

Jun 27, 2024
11 min read
Deploy the vLLM Inference Engine to Run Large Language Models (LLM) on Koyeb
Justin Ellingwood
Justin Ellingwood

Deploy the vLLM Inference Engine to Run Large Language Models (LLM) on Koyeb

Learn how to set up a vLLM Instance to run inference workloads and host your own OpenAI-compatible API on Koyeb.

Jun 12, 2024
12 min read
Build a Retrieval-Augmented Generation Chatbot using pgvector
Rishi Raj Jain
Rishi Raj Jain

Build a Retrieval-Augmented Generation Chatbot using pgvector

In this tutorial, we show how to deploy an RAG chatbot built with the OpenAI embedding API, Replicate, pgvector, and the Koyeb Managed PostgreSQL service.

Feb 28, 2024
33 min read
Use LlamaIndex, Streamlit, and OpenAI to Query Unstructured Data
Justin Ellingwood
Justin Ellingwood

Use LlamaIndex, Streamlit, and OpenAI to Query Unstructured Data

Learn how to use LlamaIndex, a data framework specializing in context augmentation, to quickly query general LLMs with custom data.

Feb 23, 2024
9 min read
Using LangServe to build REST APIs for LangChain Applications
Justin Ellingwood
Justin Ellingwood

Using LangServe to build REST APIs for LangChain Applications

Learn how to build and serve an API for LangChain applications with LangServe.

Feb 15, 2024
9 min read
Use AutoGen, Chainlit, and OpenAI to Generate Dynamic AI Personas
Nuno Bispo
Nuno Bispo

Use AutoGen, Chainlit, and OpenAI to Generate Dynamic AI Personas

Learn step-by-step how to set up and utilize AutoGen within Chainlit. You'll discover how to create and interact with AI personas that are tailored to your specific needs, be it scriptwriting for YouTube content or ideating SaaS products.

Dec 20, 2023
21 min read

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