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Course
Build AI Apps with ChatGPT, Dall-E and GPT-4
1
Course Intro
2
MoviePitch Intro
3
The Boilerplate
4
Getting an OpenAI API Key
5
Getting Info for fetch Request
6
Building an OpenAI Fetch Request
7
The First AI Fetch Request
8
Models
9
Tools
10
Refactor to Use Dependency I - .env Variable
11
Refactor to Use Dependency II - The Dependency
12
Refactor to Use Dependency III - Update fetchReply
13
Take Out of Scrimba
14
Personalising the Message
15
Tokens
16
fetchSynopsis
17
Aside: Few Shot Approach
18
Aside: Few Shot Approach II
19
Refactor fetchSynopsis
20
Architecture
21
Title and Temperature
22
Reaching for the Stars
23
Aside: createImage
24
fetchImagePrompt
25
Displaying the Image and Finishing off the UX
26
Outro
27
KnowItAll Intro
28
Starter Code
29
Aside: How ChatGPT Models Work for Chatbots
30
Conversation and Instructions
31
Add User input to Conversation Array
32
The createChatCompletion Endpoint
33
The Model and Object
34
Render the Output, Update the Array
35
Aside: Theory: Frequency and Presence Penalties
36
presence_penalty Practice
37
frequency_penalty Practice
38
The Chatbot's Personality
39
Firebase Intro
40
Firebase Account and Database Set Up
41
Firebase Dependency and Set Up
42
Push Method and Instructions Object
43
Update fetchReply
44
Update fetchReply 2
45
Update the Database
46
Render the Conversation From the DB
47
The "Start Over" Button
48
Outro
49
Intro to fine-tuning
50
Convert the Chatbot to We-Wingit
51
An Overview of the AI
52
Data for fine-tuning
53
The Data We're Using
54
CLI 1: Setting Up The Environment
55
CLI 2: Data Preparation Tool
56
CLI 3: Tuning The Model
57
Updating the JS 1
58
Updating the JS 2
59
Updating the JS 3
60
The Separator
61
Aside: Stop Sequence
62
Adding the Stop Sequence
63
n_epochs
64
Intro to Deployment
65
Download and GitHub
66
Netlify sign-up
67
Add Netlify env var
68
Netlify CLI
69
Netlify Serverless Function 1
70
Update fetchReply
71
Serverless Function 2
72
Serverless Function 3
73
Serverless Function 4
74
Outro
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⚠️ This lesson is retired and might contain outdated information.
Intro to fine-tuning
Instructor
Tom Chant
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