Introduction
-
Course Curriculum (7:04)
-
Openai journey (4:51)
-
How ChatGPT works (5:15)
-
Models Performance and Pricing (3:44)
-
Create an OPENAI Account and get your API Key (1:44)
-
Important: Environment Setup and Running Code
-
Start Source Code
-
Create a Completion App (Part 1) (11:59)
-
Create a Completion App (Part 2) (12:14)
-
Create a Completion App (Part 3) (15:48)
-
Tokeniser and Usage Limits (5:18)
-
Gpt-4 Key (1:02)
-
Source Code
Use ChatGPT for:
-
Text completion (3:18)
-
Text compression (2:13)
-
Text segmentation (1:35)
-
Information extraction (2:44)
-
Keyword extraction (1:33)
-
Question answering (1:43)
-
Text classification (2:11)
-
Sentiment analysis (2:27)
-
Emotion detection (2:09)
-
Tone analysis (1:44)
-
Content filtering (1:54)
-
Conversation and role prompting (7:59)
-
Code generation (5:16)
-
Reasoning (2:38)
-
Text translation (1:51)
-
Paraphrasing (2:23)
-
Language correction (2:29)
OPENAI API Parameters
Prompt engineering
-
Be Specific (7:04)
-
Provide Context (4:50)
-
Use Separators (1:39)
-
Specify response length (2:51)
-
Reduce fluffy descriptions (1:39)
-
Specify response format (5:33)
-
To do / not to do (3:11)
-
Zero shot, One shot and few-shot concepts (8:28)
-
Chain of thought prompting (3:02)
-
Think step by step (2:49)
-
Use role play (2:24)
-
Use references (1:49)
-
Handholding the language model (2:49)
Pdf Book Summariser App
Chat API - Live Weather App
-
Your first chat request (5:23)
-
Chat vs completion api (8:18)
-
Chat vs completion api Models and pricing (6:44)
-
Gpt4 vs gpt3 (5:47)
-
Function calling - Released June 2023 (8:18)
-
Live weather app Request chain - 1 (8:23)
-
Live weather app Request chain - 2 (18:41)
-
Live weather app Request chain - 3 (7:24)
-
Source Code
Chatbot App: Chat with Einstein, Bill Gates and more!
Embeddings - Similarity App
Book Recommendations App
Chat with PDF App: Chat with any PDF Document
-
Extract pdf text and split it into chunks (9:54)
-
Introduction (2:54)
-
Calculate embeddings and store them inside database table (17:01)
-
Build the chat container (8:40)
-
Handle submitted messages (8:32)
-
Calculate text embedding and find nearest neighbours (6:08)
-
Build the context and send chat api request (17:04)
-
Source Code
Text to Image App using DALL-E
Image Editing App using DALL-E & Canvas
Image Variations App using DALL-E
