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CodeSignal

Building a Short Story Generation Service With FastAPI

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Overview

Transform text prompts into captivating short stories using Anthropic's Claude API! Step-by-step, you'll build a short story generation service using FastAPI, configure API requests, and integrate it into a functional web application.

Syllabus

  • Unit 1: Creating and Managing a Story Prompt Template
    • Reading and Displaying a Story Prompt Template in Python
    • Implementing Prompt Formatting for Story Generation
    • Testing Error Handling in PromptManager
    • Comprehensive PromptManager Testing
  • Unit 2: Building and Managing the Story Manager
    • Fix the get_story_by_id Method in StoryManager Class
    • Testing the StoryManager with Multiple Stories
    • Implementing Error Handling for Invalid Story IDs
    • Implementing Keyword Search for Story Manager
  • Unit 3: Generating and Managing Stories with the StoryGeneratorService
    • Adding Input Validation to StoryGeneratorService
    • Implementing Mock Responses for Story Generator Testing
    • Implementing Structured Error Logging in the Story Generator Service
  • Unit 4: Implementing the Story Generator Controller
    • Implementing Input Validation for Story Generator
    • Implementing Error Handling in the Story Generator Controller
    • Implementing Structured JSON Responses in the Story Generator API
    • Creating Integration Tests for Story Generator Controller
  • Unit 5: Building a FastAPI Application for the Short Story Generator
    • Implementing a Health Check Endpoint in FastAPI
    • Implementing CORS for our Story Generation API
    • Implementing Custom 404 Error Handler in FastAPI

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