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CodeSignal

Building a Chatbot Service With Flask

via CodeSignal

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Overview

Transform your chatbot into a service with Flask! Step-by-step, you'll create and test components, then integrate them into a seamless Flask app. Blend AI with web development for a dynamic user experience.

Syllabus

  • Unit 1: Developing a Robust System Prompt
    • Defining the Chatbot's Role
    • Error Handling with System Prompts
    • Updating Contextual Information
    • Guiding Chatbot Interactions
    • Adding Constraints to Chatbot Responses
    • Enhancing Chatbot Requirements
  • Unit 2: Implementing a Chat Manager for Efficient Data Handling
    • Implementing Chat Creation and Retrieval
    • Retrieve Full Chat Conversation
    • Enhance ChatManager with Messaging
    • Managing Chat Data with Ease
  • Unit 3: Handling AI Interactions with the Chat Service Layer
    • Creating Unique Chat Sessions
    • Implementing the Process Message Method
    • Integrate AI Responses in Chat
    • Testing AI Context Retention
    • Creating Multiple Chat Sessions
  • Unit 4: Streamlining User Interaction with Chat Controller
    • Ensuring Unique User Sessions
    • Creating Chat Sessions Made Easy
    • Implementing the Send Message Method
  • Unit 5: Serving Your Chatbot with a RESTful API Using Flask
    • Building a Basic Flask App
    • Integrating Session Management
    • Create a Chat Route in Flask
    • Define a Message Route in Flask

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