Mastering Chatbots using Botpress, Rasa 3 and Transformers

سرفصل های دوره

All you need to develop your next AI Chatbot using Open-Source tools like Botpress, Rasa, Transformers and FastAPI

1 - Course Introduction

1 - Introduction

2 - Installing Docker

2 - Introduction

3 - Install Docker Ubuntu

4 - Install Docker Windows

5 - Using of WSL Windows

6 - Docker Files.html

6 - Docker-files.zip

3 - Setup Basic Tools

7 - Setup MiniConda

8 - Setup JupyterLab

9 - How to use JupyterLab

10 - Conclusion

4 - BotPress Basics

11 - 1-bot-hello-buddy-dump.zip

11 - Introduction

12 - Why to Use BotPress

13 - Setup BotPress

14 - Your First Chatbot

15 - Hello Buddy Chatbot Part 12

16 - Hello Buddy Chatbot Part 22

17 - Variable Types

18 - Conclusion

5 - USA Population Chatbot

19 - 2-bot-usa-population-api-dump.zip

19 - Introduction

20 - API Supported Chatbot

21 - Data Validation Action

22 - Debugging Action Logs

23 - Sub Flows

24 - Choices Skill

25 - Conclusion

6 - API Actions

26 - Develop an API Action

27 - Custom Fallbacks

7 - Response Templates

28 - 4-bot-bot-templates-dump.zip

28 - Introduction

29 - Texts and Images

30 - Cards

31 - Carousels

32 - Files

33 - Dropdown Menus

34 - Videos

35 - Conclusion

8 - Questining and Answering QnA Chatbots

36 - 5-bot-faq-dump.zip

36 - Introduction

37 - Feeding Inputs

38 - Train the QnA Chatbot

39 - Exporting and Importing Training Data

40 - Rich Answers

41 - Conclusion

9 - Botpress NLU Engine

42 - 6-nlu-basics-1.zip

42 - Introduction

43 - Introduction to Intent and Entity Recognition

44 - Botpress Intent Dection

45 - Botpress Entity Recognition

46 - Conclusion

10 - Restaurant Survey Chatbot

47 - 7-restaurant-survey.zip

47 - Introduction

48 - Basic Chatbot Developing Part 14

49 - Basic Chatbot Developing Part 24

50 - Basic Chatbot Developing Part 34

51 - Basic Chatbot Developing Part 44

52 - Setup PgAdmin

53 - Setup Feedbacks Database

54 - Storing Feedbacks into Database 12

55 - Storing Feedbacks into Database 22

56 - Conclusion

11 - NLP Basics

57 - Introduction

58 - Introduction to Neural Networks

59 - Introduction to Text Representation

60 - Conclusion

12 - Rasa NLU

61 - Introduction

62 - Why Rasa

63 - Introduction to Intent and Entity Recognition

64 - Rasa Data Architecture

65 - Rasa Dataset 13

66 - Rasa Dataset 23

67 - Rasa Dataset 33

68 - Train a Rasa Model

69 - Conclusion

13 - Football Chatbot 12

70 - Introduction

70 - rasa-football-chatbot-model.zip

71 - What will you build

72 - How to Plan the Project

73 - Train Rasa Model

74 - FastAPI Project 16

75 - FastAPI Project 26

76 - FastAPI Project 36

77 - FastAPI Project 46

78 - FastAPI Project 56

79 - FastAPI Project 66

80 - Conclusion

14 - Football Chatbot 22

81 - 8-football.zip

81 - Introduction

82 - Botpress Chatbot 16

83 - Botpress Chatbot 26

84 - Botpress Chatbot 36

85 - Botpress Chatbot 46

86 - Botpress Chatbot 56

87 - Botpress Chatbot 66

88 - Conclusion

15 - Messaging Platforms Integration

89 - Introduction

90 - Botpress Integration

91 - Setup Ngrok Ubuntu

92 - Setup Ngrok Windows

93 - Facebook Integration

94 - Telegram Integration

95 - Website Integration

96 - Conclusion

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تولید کننده: Udemy-Training