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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
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Aside: Few Shot Approach II
19
Refactor fetchSynopsis
20
Architecture
21
Title and Temperature
22
Reaching for the Stars
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Aside: createImage
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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
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Render the Output, Update the Array
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Aside: Theory: Frequency and Presence Penalties
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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
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Update fetchReply
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Update fetchReply 2
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Update the Database
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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
fetchSynopsis
Instructor
Tom Chant
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Course
Build AI Apps with ChatGPT, Dall-E and GPT-4
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