OpenAI ChatGPT API and Whisper API - Python and Gradio Tutorial
Learn to build a voice assistant using OpenAI's ChatGPT and Whisper APIs with Python and Gradio. Create an interactive system that converts speech to text, processes it, and responds audibly.
Security Updates in Gradio 5
Explore key security enhancements in Gradio 5, addressing issues identified in an independent audit to strengthen the platform's integrity and user protection.
How to Make Your First Open-Source Contribution - Featuring Gradio
Dive into open-source contribution with a step-by-step guide on fixing a real bug in Gradio and submitting your first pull request.
Building Data Applications on Databricks in 20 Minutes
Learn to create data apps for non-technical users, enabling data-driven decisions. Explore rapid app development using Python frameworks, data access methods, security, governance, and production deployment on Databricks.
Creating Python Gradio UI for Stable Diffusion Models - Part 2
Learn to create a Python Gradio UI for Stable Diffusion models, covering UI design, prompt validation, tab creation, and integration of various functionalities in this hands-on coding tutorial.
How to Build Combined Interfaces and Dynamic UI for Python Application
Learn to create dynamic user interfaces for Python applications using Gradio, with step-by-step guidance on building tabbed interfaces and practical coding examples.
Data Processing Fundamentals - Create GUI for Data Application with Gradio
Learn to create a GUI for data applications using Gradio, covering combined interfaces, tabbed layouts, validation, and integrating filters for enhanced data processing and visualization.
Data Processing Fundamentals - Create GUI for Data Application with Gradio
Learn to create a dynamic GUI for data applications using Gradio, covering installation, input components, integration with data processing, and class-based implementation.
Build a Deep Learning Selfie Segmentation Web App Using Gradio
Learn to create a web app for selfie segmentation using Mediapipe, Gradio, and Python. Develop skills in background removal, machine learning integration, and app development with hands-on coding.
Building a FLAN-T5 XL Model GUI with Gradio in Google Colab - A Step-by-Step Tutorial
Learn to build a Gradio GUI for FLAN-T5-XL model on Google Colab, enabling free text generation, summarization, and translation capabilities with minimal computational resources and step-by-step implementation.
Multi-Modal Transformer Agents Controlled by StarCoder - Building AI Systems Without LangChain
Explore how StarCoder orchestrates multi-modal transformer agents on HuggingFace Hub, enabling seamless connections between audio, visual, and text transformers for advanced AI applications.
Build a Simple Language Translation App Using Python for Beginners
Learn to build a language translation app using Python, Hugging Face Transformers, and Gradio. Covers installation, text translation with deep learning, and creating a lightweight ML app interface.
Build a Grammar Correction Python App with Gramformer and Gradio
Learn to create a Python app for grammar correction using Gramformer and Gradio. Develop skills in deep learning, natural language processing, and app deployment for improved writing assistance.
Build a Comment Toxicity Model with Deep Learning and Python
Learn to detect toxic comments using deep learning and Python. Build a model, prepare data, make predictions, evaluate results, and create a Gradio app for practical application.
Building Machine Learning Applications Fast
Learn to rapidly create machine learning applications using Gradio, exploring its modalities and desktop interface for easy model demonstration and deployment.
Hands-on Coding Lab: Text Prompt UI for Stable Diffusion Models - Part 4
Learn to save and retrieve prompts and images for Stable Diffusion models using Gradio. Implement a UI with dropdown lists, JSON storage, and duplication prevention for efficient prompt management.
Hands-on Coding Lab: Text Prompt UI for Stable Diffusion Models - Part 3
Learn to create a Python Gradio UI for Stable Diffusion models, including audio-to-text prompts, prompt updates, and image saving functionality in this hands-on coding tutorial.
A Developer Guide to Use Stable Diffusion Text-to-Image AI Model in Python
Learn to implement Stable Diffusion text-to-image AI model in Python, covering setup, pipeline creation, model testing, and Gradio app development for both local and Google Colab environments.
OpenAI Embeddings with Voice Cloning - Eleven Labs API, ChatGPT API, Whisper API
Learn to build a voice assistant using OpenAI Embeddings, ChatGPT, Whisper, and Eleven Labs APIs. Combine AI technologies for realistic voice responses and create a custom Q&A system with a Gradio UI.
Project Walkthrough - AskFSDL - LLM Bootcamp
Walkthrough of building an LLM-powered Discord bot for answering questions about neural network applications, covering tooling, data cleaning, infrastructure, frontend, embeddings, and monitoring.
Deployment - FSDL 2022
Comprehensive guide to deploying ML models: from prototyping to production, covering architectures, optimization techniques, scaling strategies, and edge deployment considerations.