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The Complete OPENAI JS APIs Course – Build 15 Projects

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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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    شناسه: 19531
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    مدت زمان: 853 دقیقه
    تاریخ انتشار: ۱۳ مهر ۱۴۰۲
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