Build AI Apps with No-Code

Categories: Programming & Tech

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Course Content

Build an AI Writer with GPT-4

OpenAI overview and playground

10:10
Bubble API connector set up

16:46
Build front end in Bubble

24:52

Image Generation with DALLE3 and Stable Diffusion XL

Build a landing page feedback generator with the Vision API

Open AI Assistants API – Build an app like ChatGPT

Build an AI Chatbot like ChatGPT with GPT-4

Fine tuning with OpenAI

Build an AI Avatar Generator with Dreambooth

Introduction

02:25
Set up initial API workflow with Replicate

09:36
Set up workflow in bubble to call API and upload file

04:25
Set up backend workflow webhook to be notified when model training is complete

08:16
Create frontend to show trained models and model status

08:56
Learn how to run your trained model in Replicate to get generated images

04:28
Set up API call to run trained model prediction in Bubble app with backend workflow webhook to receive the result

08:12
Complete front end design so users can generate images from the app

10:47

Intro to AI Embeddings – Build a chatbot based on custom data

Advanced AI Embeddings – Build a chatbot based on custom data using Pinecone

Introduction

03:57
Set up OpenAI Embeddings API connection in Bubble

14:58
Set up Pinecone Vector Database Upsert API Call

14:56
Set up Pinecone Query API Call

04:12
Set up Bubble Database and Build Initial Upload Form

07:05
Set up Workflow to chunk text and upload to Pinecone

22:12
Set up chatbot to ask questions

23:37
Set up API calls to extract text from PDF and Website

10:20
Build UI in Bubble to allow users to upload PDF and website

20:03
Privacy Rules

05:44

Build an image to image generator using Stable Diffusion and Replicate

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Course Content

Build an AI Writer with GPT-4

OpenAI overview and playground

Bubble API connector set up

Build front end in Bubble

Image Generation with DALLE3 and Stable Diffusion XL

Introduction

Set up API connector for DALLE

Create front end for DALLE

Create ability for users to save image

Set up API connector for Stable Diffusion XL

Create front end for Stable Diffusion XL

Image to Image funcationality

Build a landing page feedback generator with the Vision API

Introduction

Set up Bubble API connector

Create app frontend

Open AI Assistants API – Build an app like ChatGPT

Introduction

Overview of API documentation

Set up Bubble API calls

Build the front end chatbot

Build the workflows to make the chatbot work

Build an AI Chatbot like ChatGPT with GPT-4

Pre-course work

Introduction

Set up database and first workflow in Bubble

Set up API call to the OpenAI ChatGPT API

Use API call in Bubble app workflow and handle JSON format

Set up backend workflow to handle token limits

Fine tuning with OpenAI

How fine tuning works

JSONL file format and the costs of training a model

Best practices and case studies

Create your own fine tune with Riku

Creating your own JSONL file

Build an AI Avatar Generator with Dreambooth

Introduction

Set up initial API workflow with Replicate

Set up workflow in bubble to call API and upload file

Set up backend workflow webhook to be notified when model training is complete

Create frontend to show trained models and model status

Learn how to run your trained model in Replicate to get generated images

Set up API call to run trained model prediction in Bubble app with backend workflow webhook to receive the result

Complete front end design so users can generate images from the app

Intro to AI Embeddings – Build a chatbot based on custom data

AI Embeddings Overview

Use MyAskAI to create a chatbot

Advanced AI Embeddings – Build a chatbot based on custom data using Pinecone

Introduction

Set up OpenAI Embeddings API connection in Bubble

Set up Pinecone Vector Database Upsert API Call

Set up Pinecone Query API Call

Set up Bubble Database and Build Initial Upload Form

Set up Workflow to chunk text and upload to Pinecone

Set up chatbot to ask questions

Set up API calls to extract text from PDF and Website

Build UI in Bubble to allow users to upload PDF and website

Privacy Rules

Build an image to image generator using Stable Diffusion and Replicate

Introduction

Create Bubble app and learn about Replicate AI

Set up and make initial API call to Replicate

Create API call to retrieve image result

Build user interface in Bubble to interact with API

Set up image generation workflow in Bubble and learn to debug

Learn how to use backend workflows and webhooks to automatically retrieve image result

Improve design and UI of what we’ve built

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