The Complete OPENAI JS APIs Course – Build 15 Projects

سرفصل های دوره

Recorded with the latest GPT-4 features! Master the Completion API, ChatGPT API, Embeddings, DALL-E, Whisper & more!

1 - Introduction Text Completion App

1 - Course Curriculum

2 - Download the course 171 Slides.html

2 - course-slides.pdf

3 - OPENAI Journey

4 - How ChatGPT works

5 - Models Performance and Pricing

6 - Create an OPENAI Account and get your API Key

7 - 0.Introduction-5.Start-Code.zip

7 - Important How to use provided Source Code.html

8 - Create a Completion App Part 1

9 - 0.Introduction-5.completion.zip

9 - Source Code.html

10 - 0.Introduction-6.completion2.zip

10 - Create a Completion App Part 2

11 - 0.Introduction-7.completion3.zip

11 - Create a Completion App Part 3

12 - 0.Introduction-8.tokenizer-usagelimits.zip

12 - Tokeniser and Usage Limits

13 - Gpt4 Key

2 - Use ChatGPT for

14 - Text completion

15 - Text compression

16 - Text segmentation

17 - Information extraction

18 - Keyword extraction

19 - Question answering

20 - Text classification

21 - Sentiment analysis

22 - Emotion detection

23 - Tone analysis

24 - Content filtering

25 - Conversation and role prompting

26 - Code generation

27 - Reasoning

28 - Text translation

29 - Paraphrasing

30 - Language correction

3 - OPENAI API Parameters

31 - Temperature

32 - maxtokens

33 - Stop sequences

34 - 2.ChatGPTAPI-Parameters-4.nparameter.zip

34 - N parameter

35 - 2.ChatGPTAPI-Parameters-5.echoparameter.zip

35 - Echo parameter

36 - Top parameter

37 - 2.ChatGPTAPI-Parameters-7.frequencypresencepenalty.zip

37 - Frequency and presence penalty

4 - OPENAI Streams

38 - Introduction

39 - 3.ChatGPTStreams-2.startastream.zip

39 - Start a stream

40 - 3.ChatGPTStreams-3.listentoevents.zip

40 - Listen to events

41 - 3.ChatGPTStreams-4.respondtoevents.zip

41 - Respond to events

5 - Prompt engineering

42 - Be Specific

43 - Provide Context

44 - Use Separators

45 - Specify response length

46 - Reduce fluffy descriptions

47 - Specify response format

48 - To do not to do

49 - Zero shot One shot and fewshot concepts

50 - Chain of thought prompting

51 - Think step by step

52 - Use role play

53 - Use references

54 - Handholding the language model

6 - Pdf Book Summariser App

55 - Introduction

56 - 5.BookSummariser-2.User-Interface.zip

56 - Build the User interface

57 - Extract pdf text Part 1

58 - 5.BookSummariser-3.extractpdftext.zip

58 - Extract pdf text Part 2

59 - 5.BookSummariser-4.splitpdf.zip

59 - Split pdf to chunks

60 - 5.BookSummariser-5.summarisechunks.zip

60 - Summarisation process

7 - Chat API Live Weather App

61 - Chat vs completion api

62 - 6.ChatAPI-2.firstchatrequest.zip

62 - Your first chat request

63 - Chat vs completion api Models and pricing

64 - Gpt4 vs gpt3

65 - Function calling Released June 2023

66 - Live weather app Request chain 1

67 - 6.ChatAPI-7.requestchain-2.zip

67 - Live weather app Request chain 2

68 - 6.ChatAPI-8.requestchain-3.zip

68 - Live weather app Request chain 3

8 - Chatbot App Chat with Einstein Bill Gates and more

69 - Introduction

70 - 7.Chatbot-2.userinterface.zip

70 - User interface

71 - Messages Part 1

72 - 7.Chatbot-3.messages-2.zip

72 - Messages Part 2

73 - 7.Chatbot-4.personalities.zip

73 - Personalities

9 - Embeddings Similarity App

74 - Introduction

75 - 8.Embeddings-2.similarity1-preparation.zip

75 - Preparation

76 - 8.Embeddings-3.similarity2-calculateembeddings.zip

76 - Calculate embeddings

77 - 8.Embeddings-4.similarity3-cosinesimilarity.zip

77 - Cosine similarity

78 - 8.Embeddings-5.costcalculation.zip

78 - Cost calculation

10 - Book Recommendations App

79 - Introduction

80 - Dataset

81 - Calculate embeddings part 1

82 - Calculate embeddings part 2

83 - Get embeddings

84 - User interface

85 - Find nearest neighbours

86 - Display books

87 - Plot books in 2d map using atlas

88 - 9.BookRecommendations-8.atlas.zip

88 - Final Source Code.html

11 - Chat with PDF App Chat with any PDF Document

89 - Introduction

90 - Extract pdf text and split it into chunks

91 - Calculate embeddings and store them inside database table

92 - Build the chat container

93 - Handle submitted messages

94 - Calculate text embedding and find nearest neighbours

95 - Build the context and send chat api request

96 - 10.ChatwithPDF-7.finalcode.zip

96 - Final Source Code.html

12 - Text to Image App using DALLE

97 - Introduction

98 - Image creation

99 - Display images

100 - Save an image

101 - 11.ImageGenerationStorageusingDALLE-4.saveimage.zip

101 - Final Source Code.html

13 - Image Editing App using DALLE Canvas

102 - Introduction

103 - User interface

104 - Handle image upload

105 - Change canvas background

106 - Draw dots inside canvas

107 - Draw mask inside canvas

108 - Server request

109 - Save uploaded image

110 - Save masked image

111 - Edit masked image

112 - 12.ImageEditingusingDALLECanvas-10.editmaskedimage.zip

112 - Final Source Code.html

14 - Image Variations App using DALLE

113 - Introduction

114 - Generate image variations

115 - 13.ImagevariationsusingDALLE-2.generatevariations.zip

115 - Final Source Code.html

15 - Audio to Text App using Whisper

116 - Introduction

117 - User interface

118 - Handlers

119 - Save audio file

120 - Transcribe audio

121 - 14.TranscribeTranslateAudio-5.transcribeaudio.zip

121 - Final Source Code.html

16 - Audio Translation App using Whisper

122 - Translation

123 - 14.TranscribeTranslateAudio-6.translateaudio.zip

123 - Final Source Code.html

17 - Speech to Text App using Whisper

124 - Introduction

125 - Transcribe speech

126 - 15.TranscribeTranslateSpeech-2.transcribespeech.zip

126 - Final Source Code.html

18 - Speech Translation App using Whisper

127 - 15.TranscribeTranslateSpeech-3.translatespeech.zip

127 - Translate speech

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تولید کننده: Udemy