How to Add Machine Learning Capabilities With Just a Few Lines of Code

Discover how to integrate GitHub Copilot-like machine learning capabilities into products using minimal code in this 37-minute webinar from HuggingFace. Explore the process of building a VSCode extension that utilizes the Hugging Face Inference API to generate comments describing Python code. Gain insights into the Inference API, learn about HuggingFace's mission and Model Hub, and delve into topics such as summarization, sentiment analysis, and speech recognition. Follow along as the presenters define entry points, send API requests, and test the API. Access additional resources, including the Inference API documentation and the VSCode extension GitHub repository, to further enhance your understanding and implementation of these powerful machine learning tools.

Introduction
Context
What is Huggingface
Our mission
Model Hub
Summarization
Sentiment Analysis
Speech Recognition
Airplanes
Defining entry point
Sending API requests
Testing the API